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@article{DBLP:journals/tkdd/AbebeCKLPST22,
  author    = {Rediet Abebe and
               T.{-}H. Hubert Chan and
               Jon M. Kleinberg and
               Zhibin Liang and
               David C. Parkes and
               Mauro Sozio and
               Charalampos E. Tsourakakis},
  title     = {Opinion Dynamics Optimization by Varying Susceptibility to Persuasion
               via Non-Convex Local Search},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {33:1--33:34},
  year      = {2022},
  url       = {https://doi.org/10.1145/3466617},
  doi       = {10.1145/3466617},
  timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AbebeCKLPST22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AbulaishFZ22,
  author    = {Muhammad Abulaish and
               Mohd Fazil and
               Mohammed J. Zaki},
  title     = {Domain-Specific Keyword Extraction Using Joint Modeling of Local and
               Global Contextual Semantics},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {70:1--70:30},
  year      = {2022},
  url       = {https://doi.org/10.1145/3494560},
  doi       = {10.1145/3494560},
  timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/AbulaishFZ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Aggarwal22,
  author    = {Charu C. Aggarwal},
  title     = {Communication from the Editor-in-Chief: State of the {ACM} Transactions
               on Knowledge Discovery from Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {21e:1--21e:2},
  year      = {2022},
  url       = {https://doi.org/10.1145/3463950},
  doi       = {10.1145/3463950},
  timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Aggarwal22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BechiniBBDMR22,
  author    = {Alessio Bechini and
               Alessandro Bondielli and
               Jos{\'{e}} Luis Corcuera B{\'{a}}rcena and
               Pietro Ducange and
               Francesco Marcelloni and
               Alessandro Renda},
  title     = {A News-Based Framework for Uncovering and Tracking City Area Profiles:
               Assessment in Covid-19 Setting},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {125:1--125:29},
  year      = {2022},
  url       = {https://doi.org/10.1145/3532186},
  doi       = {10.1145/3532186},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BechiniBBDMR22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BenarousTB22,
  author    = {Maya Benarous and
               Eran Toch and
               Irad Ben{-}Gal},
  title     = {Synthesis of Longitudinal Human Location Sequences: Balancing Utility
               and Privacy},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {118:1--118:27},
  year      = {2022},
  url       = {https://doi.org/10.1145/3529260},
  doi       = {10.1145/3529260},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BenarousTB22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BhatiaLHYSF22,
  author    = {Siddharth Bhatia and
               Rui Liu and
               Bryan Hooi and
               Minji Yoon and
               Kijung Shin and
               Christos Faloutsos},
  title     = {Real-Time Anomaly Detection in Edge Streams},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {75:1--75:22},
  year      = {2022},
  url       = {https://doi.org/10.1145/3494564},
  doi       = {10.1145/3494564},
  timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/BhatiaLHYSF22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CaiYYZH22,
  author    = {Jianghui Cai and
               Yuqing Yang and
               Haifeng Yang and
               Xujun Zhao and
               Jing Hao},
  title     = {{ARIS:} {A} Noise Insensitive Data Pre-Processing Scheme for Data
               Reduction Using Influence Space},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {110:1--110:39},
  year      = {2022},
  url       = {https://doi.org/10.1145/3522592},
  doi       = {10.1145/3522592},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/CaiYYZH22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CantiniMBT22,
  author    = {Riccardo Cantini and
               Fabrizio Marozzo and
               Giovanni Bruno and
               Paolo Trunfio},
  title     = {Learning Sentence-to-Hashtags Semantic Mapping for Hashtag Recommendation
               on Microblogs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {32:1--32:26},
  year      = {2022},
  url       = {https://doi.org/10.1145/3466876},
  doi       = {10.1145/3466876},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/CantiniMBT22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenS22,
  author    = {Ling Chen and
               Hongyu Shi},
  title     = {DexDeepFM: Ensemble Diversity Enhanced Extreme Deep Factorization
               Machine Model},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {90:1--90:17},
  year      = {2022},
  url       = {https://doi.org/10.1145/3505272},
  doi       = {10.1145/3505272},
  timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenS22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenTCQLZ22,
  author    = {Ling Chen and
               Xing Tang and
               Weiqi Chen and
               Yuntao Qian and
               Yansheng Li and
               Yongjun Zhang},
  title     = {{DACHA:} {A} Dual Graph Convolution Based Temporal Knowledge Graph
               Representation Learning Method Using Historical Relation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {46:1--46:18},
  year      = {2022},
  url       = {https://doi.org/10.1145/3477051},
  doi       = {10.1145/3477051},
  timestamp = {Thu, 03 Nov 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenTCQLZ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenZYCCL22,
  author    = {Weirong Chen and
               Jiaqi Zheng and
               Haoyu Yu and
               Guihai Chen and
               Yixin Chen and
               Dongsheng Li},
  title     = {Online Learning Bipartite Matching with Non-stationary Distributions},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {83:1--83:22},
  year      = {2022},
  url       = {https://doi.org/10.1145/3502734},
  doi       = {10.1145/3502734},
  timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenZYCCL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Coscia22,
  author    = {Michele Coscia},
  title     = {Generalized Euclidean Measure to Estimate Distances on Multilayer
               Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {119:1--119:22},
  year      = {2022},
  url       = {https://doi.org/10.1145/3529396},
  doi       = {10.1145/3529396},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Coscia22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DavvetasKSK22,
  author    = {Athanasios Davvetas and
               Iraklis A. Klampanos and
               Spiros Skiadopoulos and
               Vangelis Karkaletsis},
  title     = {Evidence Transfer: Learning Improved Representations According to
               External Heterogeneous Task Outcomes},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {85:1--85:22},
  year      = {2022},
  url       = {https://doi.org/10.1145/3502732},
  doi       = {10.1145/3502732},
  timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DavvetasKSK22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DeSantisSTA22,
  author    = {Derek DeSantis and
               Erik Skau and
               Duc P. Truong and
               Boian S. Alexandrov},
  title     = {Factorization of Binary Matrices: Rank Relations, Uniqueness and Model
               Selection of Boolean Decomposition},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {112:1--112:24},
  year      = {2022},
  url       = {https://doi.org/10.1145/3522594},
  doi       = {10.1145/3522594},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DeSantisSTA22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DingWW22,
  author    = {Ming Ding and
               Tianyu Wang and
               Xudong Wang},
  title     = {Establishing Smartphone User Behavior Model Based on Energy Consumption
               Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {25:1--25:40},
  year      = {2022},
  url       = {https://doi.org/10.1145/3461459},
  doi       = {10.1145/3461459},
  timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DingWW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/FengLLRSGJ22,
  author    = {Jie Feng and
               Yong Li and
               Ziqian Lin and
               Can Rong and
               Funing Sun and
               Diansheng Guo and
               Depeng Jin},
  title     = {Context-aware Spatial-Temporal Neural Network for Citywide Crowd Flow
               Prediction via Modeling Long-range Spatial Dependency},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {49:1--49:21},
  year      = {2022},
  url       = {https://doi.org/10.1145/3477577},
  doi       = {10.1145/3477577},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/FengLLRSGJ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/FuYN22,
  author    = {Zhe Fu and
               Li Yu and
               Xi Niu},
  title     = {{TRACE:} Travel Reinforcement Recommendation Based on Location-Aware
               Context Extraction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {65:1--65:22},
  year      = {2022},
  url       = {https://doi.org/10.1145/3487047},
  doi       = {10.1145/3487047},
  timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/FuYN22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GaoLFCZHJ22,
  author    = {Chen Gao and
               Yong Li and
               Fuli Feng and
               Xiangning Chen and
               Kai Zhao and
               Xiangnan He and
               Depeng Jin},
  title     = {Cross-domain Recommendation with Bridge-Item Embeddings},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {2:1--2:23},
  year      = {2022},
  url       = {https://doi.org/10.1145/3447683},
  doi       = {10.1145/3447683},
  timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GaoLFCZHJ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GaoLGSLW22,
  author    = {Fei Gao and
               Jiada Li and
               Yisu Ge and
               Jianwen Shao and
               Shufang Lu and
               Libo Weng},
  title     = {A Trajectory Evaluator by Sub-tracks for Detecting VOT-based Anomalous
               Trajectory},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {67:1--67:19},
  year      = {2022},
  url       = {https://doi.org/10.1145/3490032},
  doi       = {10.1145/3490032},
  timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/GaoLGSLW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GaoYXWZL22,
  author    = {Jianliang Gao and
               Xiaoting Ying and
               Cong Xu and
               Jianxin Wang and
               Shichao Zhang and
               Zhao Li},
  title     = {Graph-Based Stock Recommendation by Time-Aware Relational Attention
               Network},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {4:1--4:21},
  year      = {2022},
  url       = {https://doi.org/10.1145/3451397},
  doi       = {10.1145/3451397},
  timestamp = {Fri, 23 Sep 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GaoYXWZL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GoelLMW22,
  author    = {Kanika Goel and
               Sander J. J. Leemans and
               Niels Martin and
               Moe Thandar Wynn},
  title     = {Quality-Informed Process Mining: {A} Case for Standardised Data Quality
               Annotations},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {97:1--97:47},
  year      = {2022},
  url       = {https://doi.org/10.1145/3511707},
  doi       = {10.1145/3511707},
  timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GoelLMW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuQH22,
  author    = {Shilin Gu and
               Yuhua Qian and
               Chenping Hou},
  title     = {Incremental Feature Spaces Learning with Label Scarcity},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {106:1--106:26},
  year      = {2022},
  url       = {https://doi.org/10.1145/3516368},
  doi       = {10.1145/3516368},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GuQH22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoCG22,
  author    = {Jinjin Guo and
               Longbing Cao and
               Zhiguo Gong},
  title     = {Recurrent Coupled Topic Modeling over Sequential Documents},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {8:1--8:32},
  year      = {2022},
  url       = {https://doi.org/10.1145/3451530},
  doi       = {10.1145/3451530},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/GuoCG22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoL22,
  author    = {Yunyan Guo and
               Jianzhong Li},
  title     = {Distributed Latent Dirichlet Allocation on Streams},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {9:1--9:20},
  year      = {2022},
  url       = {https://doi.org/10.1145/3451528},
  doi       = {10.1145/3451528},
  timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GuoL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoXZLL22,
  author    = {Mengzhuo Guo and
               Zhongzhi Xu and
               Qingpeng Zhang and
               Xiuwu Liao and
               Jiapeng Liu},
  title     = {Deciphering Feature Effects on Decision-Making in Ordinal Regression
               Problems: An Explainable Ordinal Factorization Model},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {59:1--59:26},
  year      = {2022},
  url       = {https://doi.org/10.1145/3487048},
  doi       = {10.1145/3487048},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/GuoXZLL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuptaA22,
  author    = {Manish Gupta and
               Puneet Agrawal},
  title     = {Compression of Deep Learning Models for Text: {A} Survey},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {61:1--61:55},
  year      = {2022},
  url       = {https://doi.org/10.1145/3487045},
  doi       = {10.1145/3487045},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/GuptaA22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HanL22,
  author    = {Juhee Han and
               Younghoon Lee},
  title     = {Explainable Artificial Intelligence-Based Competitive Factor Identification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {10:1--10:11},
  year      = {2022},
  url       = {https://doi.org/10.1145/3451529},
  doi       = {10.1145/3451529},
  timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HanL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HidalgoSB22,
  author    = {Juan Isidro Gonz{\'{a}}lez Hidalgo and
               Silas G. T. C. Santos and
               Roberto S. M. Barros},
  title     = {Dynamically Adjusting Diversity in Ensembles for the Classification
               of Data Streams with Concept Drift},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {31:1--31:20},
  year      = {2022},
  url       = {https://doi.org/10.1145/3466616},
  doi       = {10.1145/3466616},
  timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HidalgoSB22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuQWW22,
  author    = {Yue Hu and
               Ao Qu and
               Yanbing Wang and
               Daniel B. Work},
  title     = {Streaming Data Preprocessing via Online Tensor Recovery for Large
               Environmental Sensor Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {122:1--122:24},
  year      = {2022},
  url       = {https://doi.org/10.1145/3532189},
  doi       = {10.1145/3532189},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuQWW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuaiZMYZ22,
  author    = {Mengdi Huai and
               Tianhang Zheng and
               Chenglin Miao and
               Liuyi Yao and
               Aidong Zhang},
  title     = {On the Robustness of Metric Learning: An Adversarial Perspective},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {95:1--95:25},
  year      = {2022},
  url       = {https://doi.org/10.1145/3502726},
  doi       = {10.1145/3502726},
  timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuaiZMYZ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangFLCZ22,
  author    = {Chenji Huang and
               Yixiang Fang and
               Xuemin Lin and
               Xin Cao and
               Wenjie Zhang},
  title     = {{ABLE:} Meta-Path Prediction in Heterogeneous Information Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {73:1--73:21},
  year      = {2022},
  url       = {https://doi.org/10.1145/3494558},
  doi       = {10.1145/3494558},
  timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuangFLCZ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/IhouAB22,
  author    = {Koffi Eddy Ihou and
               Manar Amayri and
               Nizar Bouguila},
  title     = {Stochastic Variational Optimization of a Hierarchical Dirichlet Process
               Latent Beta-Liouville Topic Model},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {84:1--84:48},
  year      = {2022},
  url       = {https://doi.org/10.1145/3502727},
  doi       = {10.1145/3502727},
  timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/IhouAB22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JafariakinabadH22,
  author    = {Fereshteh Jafariakinabad and
               Kien A. Hua},
  title     = {A Self-Supervised Representation Learning of Sentence Structure for
               Authorship Attribution},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {68:1--68:16},
  year      = {2022},
  url       = {https://doi.org/10.1145/3491203},
  doi       = {10.1145/3491203},
  timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/JafariakinabadH22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JangPJKK22,
  author    = {Jun{-}Gi Jang and
               Chaeheum Park and
               Changwon Jang and
               Geonsoo Kim and
               U Kang},
  title     = {Finding Key Structures in {MMORPG} Graph with Hierarchical Graph Summarization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {115:1--115:21},
  year      = {2022},
  url       = {https://doi.org/10.1145/3522691},
  doi       = {10.1145/3522691},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JangPJKK22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiangLZSLQ22,
  author    = {Yuanchun Jiang and
               Ruicheng Liang and
               Ji Zhang and
               Jianshan Sun and
               Ye{-}Zheng Liu and
               Yang Qian},
  title     = {Network Public Opinion Detection During the Coronavirus Pandemic:
               {A} Short-Text Relational Topic Model},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {52:1--52:27},
  year      = {2022},
  url       = {https://doi.org/10.1145/3480246},
  doi       = {10.1145/3480246},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JiangLZSLQ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JinHJK22,
  author    = {Junchen Jin and
               Mark Heimann and
               Di Jin and
               Danai Koutra},
  title     = {Toward Understanding and Evaluating Structural Node Embeddings},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {58:1--58:32},
  year      = {2022},
  url       = {https://doi.org/10.1145/3481639},
  doi       = {10.1145/3481639},
  timestamp = {Thu, 05 May 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JinHJK22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JirinaK22,
  author    = {Marcel Jirina and
               Said Krayem},
  title     = {The Distance Function Optimization for the Near Neighbors-Based Classifiers},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {101:1--101:21},
  year      = {2022},
  url       = {https://doi.org/10.1145/3434769},
  doi       = {10.1145/3434769},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JirinaK22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KeKB22,
  author    = {Xiangyu Ke and
               Arijit Khan and
               Francesco Bonchi},
  title     = {Multi-relation Graph Summarization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {82:1--82:30},
  year      = {2022},
  url       = {https://doi.org/10.1145/3494561},
  doi       = {10.1145/3494561},
  timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/KeKB22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KuangZWWZZ22,
  author    = {Kun Kuang and
               Hengtao Zhang and
               Runze Wu and
               Fei Wu and
               Yueting Zhuang and
               Aijun Zhang},
  title     = {Balance-Subsampled Stable Prediction Across Unknown Test Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {45:1--45:21},
  year      = {2022},
  url       = {https://doi.org/10.1145/3477052},
  doi       = {10.1145/3477052},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/KuangZWWZZ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LaishramWS22,
  author    = {Ricky Laishram and
               Jeremy D. Wendt and
               Sucheta Soundarajan},
  title     = {{MCS+:} An Efficient Algorithm for Crawling the Community Structure
               in Multiplex Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {11:1--11:32},
  year      = {2022},
  url       = {https://doi.org/10.1145/3451527},
  doi       = {10.1145/3451527},
  timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LaishramWS22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LeeSSCZWC22,
  author    = {Wu Lee and
               Yuliang Shi and
               Hongfeng Sun and
               Lin Cheng and
               Kun Zhang and
               Xinjun Wang and
               Zhiyong Chen},
  title     = {{MSIPA:} Multi-Scale Interval Pattern-Aware Network for {ICU} Transfer
               Prediction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {17:1--17:17},
  year      = {2022},
  url       = {https://doi.org/10.1145/3458284},
  doi       = {10.1145/3458284},
  timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LeeSSCZWC22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LeiZZBL22,
  author    = {Shuo Lei and
               Xuchao Zhang and
               Liang Zhao and
               Arnold P. Boedihardjo and
               Chang{-}Tien Lu},
  title     = {Online and Distributed Robust Regressions with Extremely Noisy Labels},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {41:1--41:24},
  year      = {2022},
  url       = {https://doi.org/10.1145/3473038},
  doi       = {10.1145/3473038},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LeiZZBL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiLCZZL22,
  author    = {Yangfan Li and
               Kenli Li and
               Cen Chen and
               Xu Zhou and
               Zeng Zeng and
               Keqin Li},
  title     = {Modeling Temporal Patterns with Dilated Convolutions for Time-Series
               Forecasting},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {14:1--14:22},
  year      = {2022},
  url       = {https://doi.org/10.1145/3453724},
  doi       = {10.1145/3453724},
  timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiLCZZL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiSHWG22,
  author    = {Zhao Li and
               Junshuai Song and
               Zehong Hu and
               Zhen Wang and
               Jun Gao},
  title     = {Constrained Dual-Level Bandit for Personalized Impression Regulation
               in Online Ranking Systems},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {23:1--23:23},
  year      = {2022},
  url       = {https://doi.org/10.1145/3461340},
  doi       = {10.1145/3461340},
  timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiSHWG22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiSLCWL22,
  author    = {Zhe Li and
               Chunhua Sun and
               Chunli Liu and
               Xiayu Chen and
               Meng Wang and
               Yezheng Liu},
  title     = {Dual-MGAN: An Efficient Approach for Semi-supervised Outlier Detection
               with Few Identified Anomalies},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {107:1--107:30},
  year      = {2022},
  url       = {https://doi.org/10.1145/3522690},
  doi       = {10.1145/3522690},
  timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiSLCWL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiWBCS22,
  author    = {Hui{-}Jia Li and
               Lin Wang and
               Zhan Bu and
               Jie Cao and
               Yong Shi},
  title     = {Measuring the Network Vulnerability Based on Markov Criticality},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {28:1--28:24},
  year      = {2022},
  url       = {https://doi.org/10.1145/3464390},
  doi       = {10.1145/3464390},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiWBCS22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiXCHLXD22,
  author    = {Xingjian Li and
               Haoyi Xiong and
               Zeyu Chen and
               Jun Huan and
               Ji Liu and
               Cheng{-}Zhong Xu and
               Dejing Dou},
  title     = {Knowledge Distillation with Attention for Deep Transfer Learning of
               Convolutional Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {42:1--42:20},
  year      = {2022},
  url       = {https://doi.org/10.1145/3473912},
  doi       = {10.1145/3473912},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiXCHLXD22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiYTZ22,
  author    = {Ziyue Li and
               Hao Yan and
               Fugee Tsung and
               Ke Zhang},
  title     = {Profile Decomposition Based Hybrid Transfer Learning for Cold-Start
               Data Anomaly Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {121:1--121:28},
  year      = {2022},
  url       = {https://doi.org/10.1145/3530990},
  doi       = {10.1145/3530990},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiYTZ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiangOM22,
  author    = {Shangsong Liang and
               Zhuo Ouyang and
               Zaiqiao Meng},
  title     = {A Normalizing Flow-Based Co-Embedding Model for Attributed Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {55:1--55:31},
  year      = {2022},
  url       = {https://doi.org/10.1145/3477049},
  doi       = {10.1145/3477049},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiangOM22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinDSLY22,
  author    = {Jerry Chun{-}Wei Lin and
               Youcef Djenouri and
               Gautam Srivastava and
               Yuanfa Li and
               Philip S. Yu},
  title     = {Scalable Mining of High-Utility Sequential Patterns With Three-Tier
               MapReduce Model},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {60:1--60:26},
  year      = {2022},
  url       = {https://doi.org/10.1145/3487046},
  doi       = {10.1145/3487046},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LinDSLY22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinH22,
  author    = {Fandel Lin and
               Hsun{-}Ping Hsieh},
  title     = {A Joint Passenger Flow Inference and Path Recommender System for Deploying
               New Routes and Stations of Mass Transit Transportation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {6:1--6:36},
  year      = {2022},
  url       = {https://doi.org/10.1145/3451393},
  doi       = {10.1145/3451393},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LinH22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinHLZW22,
  author    = {Yaojin Lin and
               Qinghua Hu and
               Jinghua Liu and
               Xingquan Zhu and
               Xindong Wu},
  title     = {{MULFE:} Multi-Label Learning via Label-Specific Feature Space Ensemble},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {5:1--5:24},
  year      = {2022},
  url       = {https://doi.org/10.1145/3451392},
  doi       = {10.1145/3451392},
  timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LinHLZW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinZLCX22,
  author    = {Luyue Lin and
               Xin Zheng and
               Bo Liu and
               Wei Chen and
               Yanshan Xiao},
  title     = {A Latent Variable Augmentation Method for Image Categorization with
               Insufficient Training Samples},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {3:1--3:35},
  year      = {2022},
  url       = {https://doi.org/10.1145/3451165},
  doi       = {10.1145/3451165},
  timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LinZLCX22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LingYLLZW22,
  author    = {Zhaolong Ling and
               Kui Yu and
               Lin Liu and
               Jiuyong Li and
               Yiwen Zhang and
               Xindong Wu},
  title     = {{PSL:} An Algorithm for Partial Bayesian Network Structure Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {93:1--93:25},
  year      = {2022},
  url       = {https://doi.org/10.1145/3508071},
  doi       = {10.1145/3508071},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LingYLLZW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuGZZYDX22,
  author    = {Hao Liu and
               Qingyu Guo and
               Hengshu Zhu and
               Fuzhen Zhuang and
               Shenwen Yang and
               Dejing Dou and
               Hui Xiong},
  title     = {Who will Win the Data Science Competition? Insights from {KDD} Cup
               2019 and Beyond},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {98:1--98:24},
  year      = {2022},
  url       = {https://doi.org/10.1145/3511896},
  doi       = {10.1145/3511896},
  timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuGZZYDX22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuJWXYN22,
  author    = {Huafeng Liu and
               Liping Jing and
               Jingxuan Wen and
               Pengyu Xu and
               Jian Yu and
               Michael K. Ng},
  title     = {Bayesian Additive Matrix Approximation for Social Recommendation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {7:1--7:34},
  year      = {2022},
  url       = {https://doi.org/10.1145/3451391},
  doi       = {10.1145/3451391},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuJWXYN22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuLBLS22,
  author    = {Danlu Liu and
               Yu Li and
               William Baskett and
               Dan Lin and
               Chi{-}Ren Shyu},
  title     = {RHPTree - Risk Hierarchical Pattern Tree for Scalable Long Pattern
               Mining},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {63:1--63:33},
  year      = {2022},
  url       = {https://doi.org/10.1145/3488380},
  doi       = {10.1145/3488380},
  timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuLBLS22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuLLW22,
  author    = {Guliu Liu and
               Lei Li and
               Guanfeng Liu and
               Xindong Wu},
  title     = {Social Group Query Based on Multi-Fuzzy-Constrained Strong Simulation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {54:1--54:27},
  year      = {2022},
  url       = {https://doi.org/10.1145/3481640},
  doi       = {10.1145/3481640},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuLLW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuWGRFSZ22,
  author    = {Fenglin Liu and
               Xian Wu and
               Shen Ge and
               Xuancheng Ren and
               Wei Fan and
               Xu Sun and
               Yuexian Zou},
  title     = {DiMBERT: Learning Vision-Language Grounded Representations with Disentangled
               Multimodal-Attention},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {1:1--1:19},
  year      = {2022},
  url       = {https://doi.org/10.1145/3447685},
  doi       = {10.1145/3447685},
  timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuWGRFSZ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuYGG22,
  author    = {Chang Liu and
               Jie Yan and
               Feiyue Guo and
               Min Guo},
  title     = {Forecasting the Market with Machine Learning Algorithms: An Application
               of {NMC-BERT-LSTM-DQN-X} Algorithm in Quantitative Trading},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {62:1--62:22},
  year      = {2022},
  url       = {https://doi.org/10.1145/3488378},
  doi       = {10.1145/3488378},
  timestamp = {Tue, 15 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuYGG22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuZX22,
  author    = {Bo Liu and
               Haowen Zhong and
               Yanshan Xiao},
  title     = {New Multi-View Classification Method with Uncertain Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {19:1--19:23},
  year      = {2022},
  url       = {https://doi.org/10.1145/3458282},
  doi       = {10.1145/3458282},
  timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuZX22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuZZXYT22,
  author    = {Haobing Liu and
               Yanmin Zhu and
               Tianzi Zang and
               Yanan Xu and
               Jiadi Yu and
               Feilong Tang},
  title     = {Jointly Modeling Heterogeneous Student Behaviors and Interactions
               among Multiple Prediction Tasks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {16:1--16:24},
  year      = {2022},
  url       = {https://doi.org/10.1145/3458023},
  doi       = {10.1145/3458023},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuZZXYT22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MaRCRZLMR22,
  author    = {Muyang Ma and
               Pengjie Ren and
               Zhumin Chen and
               Zhaochun Ren and
               Lifan Zhao and
               Peiyu Liu and
               Jun Ma and
               Maarten de Rijke},
  title     = {Mixed Information Flow for Cross-Domain Sequential Recommendations},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {64:1--64:32},
  year      = {2022},
  url       = {https://doi.org/10.1145/3487331},
  doi       = {10.1145/3487331},
  timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/MaRCRZLMR22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MaWLGJZW22,
  author    = {Pengfei Ma and
               Youxi Wu and
               Yan Li and
               Lei Guo and
               He Jiang and
               Xingquan Zhu and
               Xindong Wu},
  title     = {HW-Forest: Deep Forest with Hashing Screening and Window Screening},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {123:1--123:24},
  year      = {2022},
  url       = {https://doi.org/10.1145/3532193},
  doi       = {10.1145/3532193},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MaWLGJZW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MahmoudH22,
  author    = {Reem A. Mahmoud and
               Hazem M. Hajj},
  title     = {Multi-objective Learning to Overcome Catastrophic Forgetting in Time-series
               Applications},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {103:1--103:20},
  year      = {2022},
  url       = {https://doi.org/10.1145/3502728},
  doi       = {10.1145/3502728},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MahmoudH22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MoreoES22,
  author    = {Alejandro Moreo and
               Andrea Esuli and
               Fabrizio Sebastiani},
  title     = {Lost in Transduction: Transductive Transfer Learning in Text Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {13:1--13:21},
  year      = {2022},
  url       = {https://doi.org/10.1145/3453146},
  doi       = {10.1145/3453146},
  timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MoreoES22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NaC22,
  author    = {Gyoung S. Na and
               Hyunju Chang},
  title     = {Unsupervised Subspace Extraction via Deep Kernelized Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {20:1--20:15},
  year      = {2022},
  url       = {https://doi.org/10.1145/3459082},
  doi       = {10.1145/3459082},
  timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/NaC22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NashaatGMQ22,
  author    = {Mona Nashaat and
               Aindrila Ghosh and
               James Miller and
               Shaikh Quader},
  title     = {Semi-Supervised Ensemble Learning for Dealing with Inaccurate and
               Incomplete Supervision},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {43:1--43:33},
  year      = {2022},
  url       = {https://doi.org/10.1145/3473910},
  doi       = {10.1145/3473910},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/NashaatGMQ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/OHareJC22,
  author    = {Kevin O'Hare and
               Anna Jurek{-}Loughrey and
               Cassio P. de Campos},
  title     = {High-Value Token-Blocking: Efficient Blocking Method for Record Linkage},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {24:1--24:17},
  year      = {2022},
  url       = {https://doi.org/10.1145/3450527},
  doi       = {10.1145/3450527},
  timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/OHareJC22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/OliveiraGZ22,
  author    = {Saullo H. G. Oliveira and
               Andr{\'{e}} R. Gon{\c{c}}alves and
               Fernando J. Von Zuben},
  title     = {Asymmetric Multi-Task Learning with Local Transference},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {99:1--99:30},
  year      = {2022},
  url       = {https://doi.org/10.1145/3514252},
  doi       = {10.1145/3514252},
  timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/OliveiraGZ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/OliveiraMV22,
  author    = {Lucas Santos de Oliveira and
               Pedro Olmo Stancioli Vaz de Melo and
               Aline Carneiro Viana},
  title     = {Assessing Large-Scale Power Relations among Locations from Mobility
               Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {38:1--38:31},
  year      = {2022},
  url       = {https://doi.org/10.1145/3470770},
  doi       = {10.1145/3470770},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/OliveiraMV22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PeiXWXLLLW22,
  author    = {Shuyu Pei and
               Kun Xie and
               Xin Wang and
               Gaogang Xie and
               Kenli Li and
               Wei Li and
               Yanbiao Li and
               Jigang Wen},
  title     = {B\({}_{\mbox{\emph{h}}}\)BF: {A} Bloom Filter Using B\({}_{\mbox{\emph{h}}}\)
               Sequences for Multi-set Membership Query},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {89:1--89:26},
  year      = {2022},
  url       = {https://doi.org/10.1145/3502735},
  doi       = {10.1145/3502735},
  timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/PeiXWXLLLW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PellegrinaCVR22,
  author    = {Leonardo Pellegrina and
               Cyrus Cousins and
               Fabio Vandin and
               Matteo Riondato},
  title     = {MCRapper: Monte-Carlo Rademacher Averages for Poset Families and Approximate
               Pattern Mining},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {124:1--124:29},
  year      = {2022},
  url       = {https://doi.org/10.1145/3532187},
  doi       = {10.1145/3532187},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/PellegrinaCVR22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PoojaMC22,
  author    = {K. M. Pooja and
               Samrat Mondal and
               Joydeep Chandra},
  title     = {Exploiting Higher Order Multi-dimensional Relationships with Self-attention
               for Author Name Disambiguation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {88:1--88:23},
  year      = {2022},
  url       = {https://doi.org/10.1145/3502730},
  doi       = {10.1145/3502730},
  timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/PoojaMC22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ProkhorenkovaTL22,
  author    = {Liudmila Prokhorenkova and
               Alexey Tikhonov and
               Nelly Litvak},
  title     = {When Less Is More: Systematic Analysis of Cascade-Based Community
               Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {78:1--78:22},
  year      = {2022},
  url       = {https://doi.org/10.1145/3494563},
  doi       = {10.1145/3494563},
  timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ProkhorenkovaTL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/QiuHW22,
  author    = {Zhaopeng Qiu and
               Yunfan Hu and
               Xian Wu},
  title     = {Graph Neural News Recommendation with User Existing and Potential
               Interest Modeling},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {96:1--96:17},
  year      = {2022},
  url       = {https://doi.org/10.1145/3511708},
  doi       = {10.1145/3511708},
  timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/QiuHW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SatoYK22,
  author    = {Ryoma Sato and
               Makoto Yamada and
               Hisashi Kashima},
  title     = {Constant Time Graph Neural Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {92:1--92:31},
  year      = {2022},
  url       = {https://doi.org/10.1145/3502733},
  doi       = {10.1145/3502733},
  timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SatoYK22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SaudeRBC22,
  author    = {Jo{\~{a}}o Sa{\'{u}}de and
               Guilherme Ramos and
               Ludovico Boratto and
               Carlos Caleiro},
  title     = {A Robust Reputation-Based Group Ranking System and Its Resistance
               to Bribery},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {26:1--26:35},
  year      = {2022},
  url       = {https://doi.org/10.1145/3462210},
  doi       = {10.1145/3462210},
  timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SaudeRBC22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShaoYXW22,
  author    = {Ping Shao and
               Yang Yang and
               Shengyao Xu and
               Chunping Wang},
  title     = {Network Embedding via Motifs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {44:1--44:20},
  year      = {2022},
  url       = {https://doi.org/10.1145/3473911},
  doi       = {10.1145/3473911},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ShaoYXW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SharmaMS22,
  author    = {MS Promila Sharma and
               Uma Meena and
               Girish Kumar Sharma},
  title     = {Intelligent Data Analysis using Optimized Support Vector Machine Based
               Data Mining Approach for Tourism Industry},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {94:1--94:20},
  year      = {2022},
  url       = {https://doi.org/10.1145/3494566},
  doi       = {10.1145/3494566},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SharmaMS22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShenOL22,
  author    = {Yanyan Shen and
               Baoyuan Ou and
               Ranzhen Li},
  title     = {{MBN:} Towards Multi-Behavior Sequence Modeling for Next Basket Recommendation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {81:1--81:23},
  year      = {2022},
  url       = {https://doi.org/10.1145/3497748},
  doi       = {10.1145/3497748},
  timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ShenOL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SheshboloukiO22,
  author    = {Aida Sheshbolouki and
               M. Tamer {\"{O}}zsu},
  title     = {sGrapp: Butterfly Approximation in Streaming Graphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {76:1--76:43},
  year      = {2022},
  url       = {https://doi.org/10.1145/3495011},
  doi       = {10.1145/3495011},
  timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/SheshboloukiO22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShiZWR22,
  author    = {Tian Shi and
               Xuchao Zhang and
               Ping Wang and
               Chandan K. Reddy},
  title     = {Corpus-level and Concept-based Explanations for Interpretable Document
               Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {48:1--48:17},
  year      = {2022},
  url       = {https://doi.org/10.1145/3477539},
  doi       = {10.1145/3477539},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ShiZWR22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SinghCCM22,
  author    = {Shikha Singh and
               {\'{E}}milie Chouzenoux and
               Giovanni Chierchia and
               Angshul Majumdar},
  title     = {Multi-label Deep Convolutional Transform Learning for Non-intrusive
               Load Monitoring},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {91:1--91:6},
  year      = {2022},
  url       = {https://doi.org/10.1145/3502729},
  doi       = {10.1145/3502729},
  timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SinghCCM22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SowahKMATBA22,
  author    = {Robert A. Sowah and
               Bernard Kuditchar and
               Godfrey A. Mills and
               Amevi Acakpovi and
               Raphael A. Twum and
               Gifty Buah and
               Robert Agboyi},
  title     = {{HCBST:} An Efficient Hybrid Sampling Technique for Class Imbalance
               Problems},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {57:1--57:37},
  year      = {2022},
  url       = {https://doi.org/10.1145/3488280},
  doi       = {10.1145/3488280},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/SowahKMATBA22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SunLLYHQH22,
  author    = {Heli Sun and
               Yang Li and
               Bing Lv and
               Wujie Yan and
               Liang He and
               Shaojie Qiao and
               Jianbin Huang},
  title     = {Graph Community Infomax},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {53:1--53:21},
  year      = {2022},
  url       = {https://doi.org/10.1145/3480244},
  doi       = {10.1145/3480244},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/SunLLYHQH22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TeyWC22,
  author    = {Fu Jie Tey and
               Tin{-}Yu Wu and
               Jiann{-}Liang Chen},
  title     = {Machine Learning-based Short-term Rainfall Prediction from Sky Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {102:1--102:18},
  year      = {2022},
  url       = {https://doi.org/10.1145/3502731},
  doi       = {10.1145/3502731},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/TeyWC22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TipirneniR22,
  author    = {Sindhu Tipirneni and
               Chandan K. Reddy},
  title     = {Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate
               Clinical Time-Series},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {105:1--105:17},
  year      = {2022},
  url       = {https://doi.org/10.1145/3516367},
  doi       = {10.1145/3516367},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/TipirneniR22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TranSS22,
  author    = {Cong Tran and
               Won{-}Yong Shin and
               Andreas Spitz},
  title     = {Community Detection in Partially Observable Social Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {22:1--22:24},
  year      = {2022},
  url       = {https://doi.org/10.1145/3461339},
  doi       = {10.1145/3461339},
  timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/TranSS22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Varde22,
  author    = {Aparna S. Varde},
  title     = {Computational Estimation by Scientific Data Mining with Classical
               Methods to Automate Learning Strategies of Scientists},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {86:1--86:52},
  year      = {2022},
  url       = {https://doi.org/10.1145/3502736},
  doi       = {10.1145/3502736},
  timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Varde22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangCZHY22,
  author    = {Guangtao Wang and
               Gao Cong and
               Ying Zhang and
               Zhen Hai and
               Jieping Ye},
  title     = {A Synopsis Based Approach for Itemset Frequency Estimation over Massive
               Multi-Transaction Stream},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {29:1--29:30},
  year      = {2022},
  url       = {https://doi.org/10.1145/3465238},
  doi       = {10.1145/3465238},
  timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangCZHY22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangDF22,
  author    = {Lichen Wang and
               Zhengming Ding and
               Yun Fu},
  title     = {Generic Multi-label Annotation via Adaptive Graph and Marginalized
               Augmentation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {12:1--12:20},
  year      = {2022},
  url       = {https://doi.org/10.1145/3451884},
  doi       = {10.1145/3451884},
  timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangDF22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangLLCJ22,
  author    = {Huandong Wang and
               Yong Li and
               Junjie Lin and
               Hancheng Cao and
               Depeng Jin},
  title     = {Context-Aware Semantic Annotation of Mobility Records},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {47:1--47:20},
  year      = {2022},
  url       = {https://doi.org/10.1145/3477048},
  doi       = {10.1145/3477048},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangLLCJ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangTZL22,
  author    = {Yu Wang and
               Hanghang Tong and
               Ziye Zhu and
               Yun Li},
  title     = {Nested Named Entity Recognition: {A} Survey},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {108:1--108:29},
  year      = {2022},
  url       = {https://doi.org/10.1145/3522593},
  doi       = {10.1145/3522593},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangTZL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangZLYHQL22,
  author    = {Shaowei Wang and
               Lingling Zhang and
               Xuan Luo and
               Yi Yang and
               Xin Hu and
               Tao Qin and
               Jun Liu},
  title     = {Computer Science Diagram Understanding with Topology Parsing},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {114:1--114:20},
  year      = {2022},
  url       = {https://doi.org/10.1145/3522689},
  doi       = {10.1145/3522689},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangZLYHQL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangZWQMD22,
  author    = {Xueyuan Wang and
               Hongpo Zhang and
               Zongmin Wang and
               Yaqiong Qiao and
               Jiangtao Ma and
               Honghua Dai},
  title     = {Con{\&}Net: {A} Cross-Network Anchor Link Discovery Method Based
               on Embedding Representation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {36:1--36:18},
  year      = {2022},
  url       = {https://doi.org/10.1145/3469083},
  doi       = {10.1145/3469083},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangZWQMD22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangZZLWL22,
  author    = {Zhaobo Wang and
               Yanmin Zhu and
               Qiaomei Zhang and
               Haobing Liu and
               Chunyang Wang and
               Tong Liu},
  title     = {Graph-Enhanced Spatial-Temporal Network for Next {POI} Recommendation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {104:1--104:21},
  year      = {2022},
  url       = {https://doi.org/10.1145/3513092},
  doi       = {10.1145/3513092},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangZZLWL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuLLGFZW22,
  author    = {Youxi Wu and
               Lanfang Luo and
               Yan Li and
               Lei Guo and
               Philippe Fournier{-}Viger and
               Xingquan Zhu and
               Xindong Wu},
  title     = {NTP-Miner: Nonoverlapping Three-Way Sequential Pattern Mining},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {51:1--51:21},
  year      = {2022},
  url       = {https://doi.org/10.1145/3480245},
  doi       = {10.1145/3480245},
  timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WuLLGFZW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuMWXJ22,
  author    = {Hanlu Wu and
               Tengfei Ma and
               Lingfei Wu and
               Fangli Xu and
               Shouling Ji},
  title     = {Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task
               Correlation Information for Label Aggregation in Crowdsourcing},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {27:1--27:18},
  year      = {2022},
  url       = {https://doi.org/10.1145/3460865},
  doi       = {10.1145/3460865},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WuMWXJ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuN22,
  author    = {Hanrui Wu and
               Michael K. Ng},
  title     = {Multiple Graphs and Low-Rank Embedding for Multi-Source Heterogeneous
               Domain Adaptation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {77:1--77:25},
  year      = {2022},
  url       = {https://doi.org/10.1145/3492804},
  doi       = {10.1145/3492804},
  timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WuN22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuN22a,
  author    = {Hanrui Wu and
               Michael K. Ng},
  title     = {Hypergraph Convolution on Nodes-Hyperedges Network for Semi-Supervised
               Node Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {80:1--80:19},
  year      = {2022},
  url       = {https://doi.org/10.1145/3494567},
  doi       = {10.1145/3494567},
  timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WuN22a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XiaoW22,
  author    = {Houping Xiao and
               Shiyu Wang},
  title     = {Toward Quality of Information Aware Distributed Machine Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {109:1--109:28},
  year      = {2022},
  url       = {https://doi.org/10.1145/3522591},
  doi       = {10.1145/3522591},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/XiaoW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XiongWZCLZH22,
  author    = {Haoyi Xiong and
               Ruosi Wan and
               Jian Zhao and
               Zeyu Chen and
               Xingjian Li and
               Zhanxing Zhu and
               Jun Huan},
  title     = {GrOD: Deep Learning with Gradients Orthogonal Decomposition for Knowledge
               Transfer, Distillation, and Adversarial Training},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {117:1--117:25},
  year      = {2022},
  url       = {https://doi.org/10.1145/3530836},
  doi       = {10.1145/3530836},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/XiongWZCLZH22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuCL22,
  author    = {Honghui Xu and
               Zhipeng Cai and
               Wei Li},
  title     = {Privacy-Preserving Mechanisms for Multi-Label Image Recognition},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {69:1--69:21},
  year      = {2022},
  url       = {https://doi.org/10.1145/3491231},
  doi       = {10.1145/3491231},
  timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/XuCL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuSZYMYMHWMSM22,
  author    = {Yonghui Xu and
               Shengjie Sun and
               Huiguo Zhang and
               Chang'an Yi and
               Yuan Miao and
               Dong Yang and
               Xiaonan Meng and
               Yi Hu and
               Ke Wang and
               Huaqing Min and
               Hengjie Song and
               Chuanyan Miao},
  title     = {Time-Aware Graph Embedding: {A} Temporal Smoothness and Task-Oriented
               Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {56:1--56:23},
  year      = {2022},
  url       = {https://doi.org/10.1145/3480243},
  doi       = {10.1145/3480243},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/XuSZYMYMHWMSM22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangGLBCZ22,
  author    = {Keyu Yang and
               Yunjun Gao and
               Lei Liang and
               Song Bian and
               Lu Chen and
               Baihua Zheng},
  title     = {CrowdTC: Crowd-powered Learning for Text Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {15:1--15:23},
  year      = {2022},
  url       = {https://doi.org/10.1145/3457216},
  doi       = {10.1145/3457216},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YangGLBCZ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangSYGL22,
  author    = {Xu Yang and
               Chao Song and
               Mengdi Yu and
               Jiqing Gu and
               Ming Liu},
  title     = {Distributed Triangle Approximately Counting Algorithms in Simple Graph
               Stream},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {79:1--79:43},
  year      = {2022},
  url       = {https://doi.org/10.1145/3494562},
  doi       = {10.1145/3494562},
  timestamp = {Tue, 15 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/YangSYGL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangWSLZXY22,
  author    = {Yang Yang and
               Hongchen Wei and
               Zhen{-}Qiang Sun and
               Guangyu Li and
               Yuanchun Zhou and
               Hui Xiong and
               Jian Yang},
  title     = {{S2OSC:} {A} Holistic Semi-Supervised Approach for Open Set Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {34:1--34:27},
  year      = {2022},
  url       = {https://doi.org/10.1145/3468675},
  doi       = {10.1145/3468675},
  timestamp = {Fri, 17 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YangWSLZXY22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangZZ22,
  author    = {Xing Yang and
               Chen Zhang and
               Baihua Zheng},
  title     = {Segment-Wise Time-Varying Dynamic Bayesian Network with Graph Regularization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {113:1--113:23},
  year      = {2022},
  url       = {https://doi.org/10.1145/3522589},
  doi       = {10.1145/3522589},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YangZZ22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YildizDEOCCI22,
  author    = {Ilkay Yildiz and
               Jennifer G. Dy and
               Deniz Erdogmus and
               Susan Ostmo and
               J. Peter Campbell and
               Michael F. Chiang and
               Stratis Ioannidis},
  title     = {Spectral Ranking Regression},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {120:1--120:38},
  year      = {2022},
  url       = {https://doi.org/10.1145/3530693},
  doi       = {10.1145/3530693},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YildizDEOCCI22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YinWGBJLH22,
  author    = {Jianfei Yin and
               Ruili Wang and
               Yeqing Guo and
               Yizhe Bai and
               Shunda Ju and
               Weili Liu and
               Joshua Zhexue Huang},
  title     = {Wealth Flow Model: Online Portfolio Selection Based on Learning Wealth
               Flow Matrices},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {30:1--30:27},
  year      = {2022},
  url       = {https://doi.org/10.1145/3464308},
  doi       = {10.1145/3464308},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/YinWGBJLH22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuYD22,
  author    = {Kui Yu and
               Yajing Yang and
               Wei Ding},
  title     = {Causal Feature Selection with Missing Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {66:1--66:24},
  year      = {2022},
  url       = {https://doi.org/10.1145/3488055},
  doi       = {10.1145/3488055},
  timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/YuYD22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuanWKLWWL22,
  author    = {Junkun Yuan and
               Anpeng Wu and
               Kun Kuang and
               Bo Li and
               Runze Wu and
               Fei Wu and
               Lanfen Lin},
  title     = {Auto {IV:} Counterfactual Prediction via Automatic Instrumental Variable
               Decomposition},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {74:1--74:20},
  year      = {2022},
  url       = {https://doi.org/10.1145/3494568},
  doi       = {10.1145/3494568},
  timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/YuanWKLWWL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuanZLLX22,
  author    = {Mu Yuan and
               Lan Zhang and
               Xiang{-}Yang Li and
               Lin{-}Zhuo Yang and
               Hui Xiong},
  title     = {Adaptive Model Scheduling for Resource-efficient Data Labeling},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {71:1--71:22},
  year      = {2022},
  url       = {https://doi.org/10.1145/3494559},
  doi       = {10.1145/3494559},
  timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YuanZLLX22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangDYGY22,
  author    = {Chunkai Zhang and
               Zilin Du and
               Yuting Yang and
               Wensheng Gan and
               Philip S. Yu},
  title     = {On-Shelf Utility Mining of Sequence Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {21:1--21:31},
  year      = {2022},
  url       = {https://doi.org/10.1145/3457570},
  doi       = {10.1145/3457570},
  timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangDYGY22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangFW22,
  author    = {Min{-}Ling Zhang and
               Jun{-}Peng Fang and
               Yi{-}Bo Wang},
  title     = {BiLabel-Specific Features for Multi-Label Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {1},
  pages     = {18:1--18:23},
  year      = {2022},
  url       = {https://doi.org/10.1145/3458283},
  doi       = {10.1145/3458283},
  timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangFW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangWB22,
  author    = {Min{-}Ling Zhang and
               Jing{-}Han Wu and
               Wei{-}Xuan Bao},
  title     = {Disambiguation Enabled Linear Discriminant Analysis for Partial Label
               Dimensionality Reduction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {4},
  pages     = {72:1--72:18},
  year      = {2022},
  url       = {https://doi.org/10.1145/3494565},
  doi       = {10.1145/3494565},
  timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangWB22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangWC22,
  author    = {Hangbin Zhang and
               Raymond K. Wong and
               Victor W. Chu},
  title     = {Hybrid Variational Autoencoder for Recommender Systems},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {37:1--37:37},
  year      = {2022},
  url       = {https://doi.org/10.1145/3470659},
  doi       = {10.1145/3470659},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangWC22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangWLS22,
  author    = {Yiding Zhang and
               Xiao Wang and
               Nian Liu and
               Chuan Shi},
  title     = {Embedding Heterogeneous Information Network in Hyperbolic Spaces},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {35:1--35:23},
  year      = {2022},
  url       = {https://doi.org/10.1145/3468674},
  doi       = {10.1145/3468674},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangWLS22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangXL22,
  author    = {Xiaoying Zhang and
               Hong Xie and
               John C. S. Lui},
  title     = {Improving Bandit Learning Via Heterogeneous Information Networks:
               Algorithms and Applications},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {111:1--111:25},
  year      = {2022},
  url       = {https://doi.org/10.1145/3522590},
  doi       = {10.1145/3522590},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangXL22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangZYY22,
  author    = {Zhenyu Zhang and
               Lei Zhang and
               Dingqi Yang and
               Liu Yang},
  title     = {{KRAN:} Knowledge Refining Attention Network for Recommendation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {39:1--39:20},
  year      = {2022},
  url       = {https://doi.org/10.1145/3470783},
  doi       = {10.1145/3470783},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangZYY22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhaoGYCYLR22,
  author    = {Liang Zhao and
               Yuyang Gao and
               Jieping Ye and
               Feng Chen and
               Yanfang Ye and
               Chang{-}Tien Lu and
               Naren Ramakrishnan},
  title     = {Spatio-Temporal Event Forecasting Using Incremental Multi-Source Feature
               Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {2},
  pages     = {40:1--40:28},
  year      = {2022},
  url       = {https://doi.org/10.1145/3464976},
  doi       = {10.1145/3464976},
  timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhaoGYCYLR22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhongSM22,
  author    = {Sheng Zhong and
               Vin{\'{\i}}cius M. A. de Souza and
               Abdullah Mueen},
  title     = {Combining Filtering and Cross-Correlation Efficiently for Streaming
               Time Series},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {100:1--100:24},
  year      = {2022},
  url       = {https://doi.org/10.1145/3502738},
  doi       = {10.1145/3502738},
  timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhongSM22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhouRJZZJYD22,
  author    = {Yang Zhou and
               Jiaxiang Ren and
               Ruoming Jin and
               Zijie Zhang and
               Jingyi Zheng and
               Zhe Jiang and
               Da Yan and
               Dejing Dou},
  title     = {Unsupervised Adversarial Network Alignment with Reinforcement Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {3},
  pages     = {50:1--50:29},
  year      = {2022},
  url       = {https://doi.org/10.1145/3477050},
  doi       = {10.1145/3477050},
  timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhouRJZZJYD22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhouZYW22,
  author    = {Peng Zhou and
               Shu Zhao and
               Yuan{-}Ting Yan and
               Xindong Wu},
  title     = {Online Scalable Streaming Feature Selection via Dynamic Decision},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {5},
  pages     = {87:1--87:20},
  year      = {2022},
  url       = {https://doi.org/10.1145/3502737},
  doi       = {10.1145/3502737},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhouZYW22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuCLLLLLX22,
  author    = {Nengjun Zhu and
               Jian Cao and
               Xinjiang Lu and
               Chuanren Liu and
               Hao Liu and
               Yanyan Li and
               Xiangfeng Luo and
               Hui Xiong},
  title     = {Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware
               Graph Neural Network},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {16},
  number    = {6},
  pages     = {116:1--116:23},
  year      = {2022},
  url       = {https://doi.org/10.1145/3529091},
  doi       = {10.1145/3529091},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhuCLLLLLX22.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AhmedDR21,
  author    = {Nesreen K. Ahmed and
               Nick Duffield and
               Ryan A. Rossi},
  title     = {Online Sampling of Temporal Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {59:1--59:27},
  year      = {2021},
  url       = {https://doi.org/10.1145/3442202},
  doi       = {10.1145/3442202},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/AhmedDR21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AlarteS21,
  author    = {Juli{\'{a}}n Alarte and
               Josep Silva},
  title     = {Page-Level Main Content Extraction From Heterogeneous Webpages},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {105:1--105:105},
  year      = {2021},
  url       = {https://doi.org/10.1145/3451168},
  doi       = {10.1145/3451168},
  timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AlarteS21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AlmeidaZDCC21,
  author    = {Matthew Almeida and
               Yong Zhuang and
               Wei Ding and
               Scott E. Crouter and
               Ping Chen},
  title     = {Mitigating Class-Boundary Label Uncertainty to Reduce Both Model Bias
               and Variance},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {27:1--27:18},
  year      = {2021},
  url       = {https://doi.org/10.1145/3429447},
  doi       = {10.1145/3429447},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/AlmeidaZDCC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Amornbunchornvej21,
  author    = {Chainarong Amornbunchornvej and
               Navaporn Surasvadi and
               Anon Plangprasopchok and
               Suttipong Thajchayapong},
  title     = {Identifying Linear Models in Multi-Resolution Population Data Using
               Minimum Description Length Principle to Predict Household Income},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {15:1--15:30},
  year      = {2021},
  url       = {https://doi.org/10.1145/3424670},
  doi       = {10.1145/3424670},
  timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Amornbunchornvej21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Amornbunchornvej21a,
  author    = {Chainarong Amornbunchornvej and
               Elena Zheleva and
               Tanya Y. Berger{-}Wolf},
  title     = {Variable-lag Granger Causality and Transfer Entropy for Time Series
               Analysis},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {67:1--67:30},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441452},
  doi       = {10.1145/3441452},
  timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Amornbunchornvej21a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AnaissiSZ21,
  author    = {Ali Anaissi and
               Basem Suleiman and
               Seid Miad Zandavi},
  title     = {Online Tensor-Based Learning Model for Structural Damage Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {107:1--107:18},
  year      = {2021},
  url       = {https://doi.org/10.1145/3451217},
  doi       = {10.1145/3451217},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/AnaissiSZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AtaFWSKL21,
  author    = {Sezin Kircali Ata and
               Yuan Fang and
               Min Wu and
               Jiaqi Shi and
               Chee Keong Kwoh and
               Xiaoli Li},
  title     = {Multi-View Collaborative Network Embedding},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {39:1--39:18},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441450},
  doi       = {10.1145/3441450},
  timestamp = {Sun, 16 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AtaFWSKL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AzevedoMGC21,
  author    = {Ricardo de Azevedo Brand{\~{a}}o and
               Gabriel Resende Machado and
               Ronaldo Ribeiro Goldschmidt and
               Ricardo Choren},
  title     = {A Reduced Network Traffic Method for IoT Data Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {1},
  pages     = {13:1--13:23},
  year      = {2021},
  url       = {https://doi.org/10.1145/3423139},
  doi       = {10.1145/3423139},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AzevedoMGC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BaiMZY21,
  author    = {Luyi Bai and
               Xiangnan Ma and
               Mingcheng Zhang and
               Wenting Yu},
  title     = {TPmod: {A} Tendency-Guided Prediction Model for Temporal Knowledge
               Graph Completion},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {41:1--41:17},
  year      = {2021},
  url       = {https://doi.org/10.1145/3443687},
  doi       = {10.1145/3443687},
  timestamp = {Sun, 16 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BaiMZY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BarlaugG21,
  author    = {Nils Barlaug and
               Jon Atle Gulla},
  title     = {Neural Networks for Entity Matching: {A} Survey},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {52:1--52:37},
  year      = {2021},
  url       = {https://doi.org/10.1145/3442200},
  doi       = {10.1145/3442200},
  timestamp = {Sun, 16 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BarlaugG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BauerJ21,
  author    = {Josef Bauer and
               Dietmar Jannach},
  title     = {Improved Customer Lifetime Value Prediction With Sequence-To-Sequence
               Learning and Feature-Based Models},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {80:1--80:37},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441444},
  doi       = {10.1145/3441444},
  timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BauerJ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BelohlavekT21,
  author    = {Radim Belohl{\'{a}}vek and
               Martin Trnecka},
  title     = {The 8M Algorithm from Today's Perspective},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {22:1--22:22},
  year      = {2021},
  url       = {https://doi.org/10.1145/3428078},
  doi       = {10.1145/3428078},
  timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BelohlavekT21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BernardiniCCGLP21,
  author    = {Giulia Bernardini and
               Huiping Chen and
               Alessio Conte and
               Roberto Grossi and
               Grigorios Loukides and
               Nadia Pisanti and
               Solon P. Pissis and
               Giovanna Rosone and
               Michelle Sweering},
  title     = {Combinatorial Algorithms for String Sanitization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {1},
  pages     = {8:1--8:34},
  year      = {2021},
  url       = {https://doi.org/10.1145/3418683},
  doi       = {10.1145/3418683},
  timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BernardiniCCGLP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BressanLP21,
  author    = {Marco Bressan and
               Stefano Leucci and
               Alessandro Panconesi},
  title     = {Faster Motif Counting via Succinct Color Coding and Adaptive Sampling},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {96:1--96:27},
  year      = {2021},
  url       = {https://doi.org/10.1145/3447397},
  doi       = {10.1145/3447397},
  timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BressanLP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Burkhardt21,
  author    = {Paul Burkhardt},
  title     = {Optimal Algebraic Breadth-First Search for Sparse Graphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {77:1--77:19},
  year      = {2021},
  url       = {https://doi.org/10.1145/3446216},
  doi       = {10.1145/3446216},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Burkhardt21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenPYT21,
  author    = {Chen Chen and
               Ruiyue Peng and
               Lei Ying and
               Hanghang Tong},
  title     = {Fast Connectivity Minimization on Large-Scale Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {53:1--53:25},
  year      = {2021},
  url       = {https://doi.org/10.1145/3442342},
  doi       = {10.1145/3442342},
  timestamp = {Fri, 14 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenPYT21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenSX21,
  author    = {Zhe Chen and
               Aixin Sun and
               Xiaokui Xiao},
  title     = {Incremental Community Detection on Large Complex Attributed Network},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {109:1--109:20},
  year      = {2021},
  url       = {https://doi.org/10.1145/3451216},
  doi       = {10.1145/3451216},
  timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenSX21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChengSHZ21,
  author    = {Weiyu Cheng and
               Yanyan Shen and
               Linpeng Huang and
               Yanmin Zhu},
  title     = {Dual-Embedding based Deep Latent Factor Models for Recommendation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {85:1--85:24},
  year      = {2021},
  url       = {https://doi.org/10.1145/3447395},
  doi       = {10.1145/3447395},
  timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChengSHZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChengSZWC21,
  author    = {Lin Cheng and
               Yuliang Shi and
               Kun Zhang and
               Xinjun Wang and
               Zhiyong Chen},
  title     = {{GGATB-LSTM:} Grouping and Global Attention-based Time-aware Bidirectional
               {LSTM} Medical Treatment Behavior Prediction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {45:1--45:16},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441454},
  doi       = {10.1145/3441454},
  timestamp = {Sun, 16 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChengSZWC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CoroDV21,
  author    = {Federico Coro and
               Gianlorenzo D'Angelo and
               Yllka Velaj},
  title     = {Link Recommendation for Social Influence Maximization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {94:1--94:23},
  year      = {2021},
  url       = {https://doi.org/10.1145/3449023},
  doi       = {10.1145/3449023},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/CoroDV21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Coscia21,
  author    = {Michele Coscia},
  title     = {Noise Corrected Sampling of Online Social Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {29:1--29:21},
  year      = {2021},
  url       = {https://doi.org/10.1145/3434749},
  doi       = {10.1145/3434749},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/Coscia21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DengCFJST21,
  author    = {Jinliang Deng and
               Xiusi Chen and
               Zipei Fan and
               Renhe Jiang and
               Xuan Song and
               Ivor W. Tsang},
  title     = {The Pulse of Urban Transport: Exploring the Co-evolving Pattern for
               Spatio-temporal Forecasting},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {103:1--103:25},
  year      = {2021},
  url       = {https://doi.org/10.1145/3450528},
  doi       = {10.1145/3450528},
  timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DengCFJST21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DjenouriDL21,
  author    = {Youcef Djenouri and
               Djamel Djenouri and
               Jerry Chun{-}Wei Lin},
  title     = {Trajectory Outlier Detection: New Problems and Solutions for Smart
               Cities},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {20:1--20:28},
  year      = {2021},
  url       = {https://doi.org/10.1145/3425867},
  doi       = {10.1145/3425867},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DjenouriDL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Dornaika21,
  author    = {Fadi Dornaika},
  title     = {Elastic Embedding through Graph Convolution-based Regression for Semi-supervised
               Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {56:1--56:11},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441456},
  doi       = {10.1145/3441456},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/Dornaika21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DuongRND21,
  author    = {Quang{-}Huy Duong and
               Heri Ramampiaro and
               Kjetil N{\o}rv{\aa}g and
               Thu{-}Lan Dam},
  title     = {Density Guarantee on Finding Multiple Subgraphs and Subtensors},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {76:1--76:32},
  year      = {2021},
  url       = {https://doi.org/10.1145/3446668},
  doi       = {10.1145/3446668},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/DuongRND21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/FengLGLN21,
  author    = {Yi Feng and
               Chuanyi Li and
               Jidong Ge and
               Bin Luo and
               Vincent Ng},
  title     = {Recommending Statutes: {A} Portable Method Based on Neural Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {16:1--16:22},
  year      = {2021},
  url       = {https://doi.org/10.1145/3424671},
  doi       = {10.1145/3424671},
  timestamp = {Fri, 18 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/FengLGLN21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GalimbertiCBBCG21,
  author    = {Edoardo Galimberti and
               Martino Ciaperoni and
               Alain Barrat and
               Francesco Bonchi and
               Ciro Cattuto and
               Francesco Gullo},
  title     = {Span-core Decomposition for Temporal Networks: Algorithms and Applications},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {1},
  pages     = {2:1--2:44},
  year      = {2021},
  url       = {https://doi.org/10.1145/3418226},
  doi       = {10.1145/3418226},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/GalimbertiCBBCG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GanLZYFCY21,
  author    = {Wensheng Gan and
               Jerry Chun{-}Wei Lin and
               Jiexiong Zhang and
               Hongzhi Yin and
               Philippe Fournier{-}Viger and
               Han{-}Chieh Chao and
               Philip S. Yu},
  title     = {Utility Mining Across Multi-Dimensional Sequences},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {82:1--82:24},
  year      = {2021},
  url       = {https://doi.org/10.1145/3446938},
  doi       = {10.1145/3446938},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GanLZYFCY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GaoXLC21,
  author    = {Xiaofeng Gao and
               Wenyi Xu and
               Mingding Liao and
               Guihai Chen},
  title     = {Trust Prediction for Online Social Networks with Integrated Time-Aware
               Similarity},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {95:1--95:30},
  year      = {2021},
  url       = {https://doi.org/10.1145/3447682},
  doi       = {10.1145/3447682},
  timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GaoXLC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GarciarenaMS21,
  author    = {Unai Garciarena and
               Alexander Mendiburu and
               Roberto Santana},
  title     = {Towards Automatic Construction of Multi-Network Models for Heterogeneous
               Multi-Task Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {33:1--33:23},
  year      = {2021},
  url       = {https://doi.org/10.1145/3434748},
  doi       = {10.1145/3434748},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/GarciarenaMS21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GhasemiFM21,
  author    = {Negin Ghasemi and
               Ramin Fatourechi and
               Saeedeh Momtazi},
  title     = {User Embedding for Expert Finding in Community Question Answering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {70:1--70:16},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441302},
  doi       = {10.1145/3441302},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/GhasemiFM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GhoshNMQ21,
  author    = {Aindrila Ghosh and
               Mona Nashaat and
               James Miller and
               Shaikh Quader},
  title     = {Context-Based Evaluation of Dimensionality Reduction Algorithms -
               Experiments and Statistical Significance Analysis},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {24:1--24:40},
  year      = {2021},
  url       = {https://doi.org/10.1145/3428077},
  doi       = {10.1145/3428077},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GhoshNMQ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoW21,
  author    = {Jianxiong Guo and
               Weili Wu},
  title     = {Adaptive Influence Maximization: If Influential Node Unwilling to
               Be the Seed},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {84:1--84:23},
  year      = {2021},
  url       = {https://doi.org/10.1145/3447396},
  doi       = {10.1145/3447396},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/GuoW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HaoGWLYWY21,
  author    = {Shaoyang Hao and
               Bin Guo and
               Hao Wang and
               Yunji Liang and
               Lina Yao and
               Qianru Wang and
               Zhiwen Yu},
  title     = {DeepDepict: Enabling Information Rich, Personalized Product Description
               Generation With the Deep Multiple Pointer Generator Network},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {83:1--83:16},
  year      = {2021},
  url       = {https://doi.org/10.1145/3446982},
  doi       = {10.1145/3446982},
  timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HaoGWLYWY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuW21,
  author    = {Yue Hu and
               Daniel B. Work},
  title     = {Robust Tensor Recovery with Fiber Outliers for Traffic Events},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {1},
  pages     = {6:1--6:27},
  year      = {2021},
  url       = {https://doi.org/10.1145/3417337},
  doi       = {10.1145/3417337},
  timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangSYXSJ21,
  author    = {Hong Huang and
               Yu Song and
               Fanghua Ye and
               Xing Xie and
               Xuanhua Shi and
               Hai Jin},
  title     = {Multi-Stage Network Embedding for Exploring Heterogeneous Edges},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {1},
  pages     = {5:1--5:27},
  year      = {2021},
  url       = {https://doi.org/10.1145/3415157},
  doi       = {10.1145/3415157},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuangSYXSJ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangYYT21,
  author    = {Yu Huang and
               Josh Jia{-}Ching Ying and
               Philip S. Yu and
               Vincent S. Tseng},
  title     = {Dynamic Graph Mining for Multi-weight Multi-destination Route Planning
               with Deadlines Constraints},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {1},
  pages     = {3:1--3:32},
  year      = {2021},
  url       = {https://doi.org/10.1145/3412363},
  doi       = {10.1145/3412363},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuangYYT21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiYYZZSF21,
  author    = {Yugang Ji and
               Mingyang Yin and
               Hongxia Yang and
               Jingren Zhou and
               Vincent W. Zheng and
               Chuan Shi and
               Yuan Fang},
  title     = {Accelerating Large-Scale Heterogeneous Interaction Graph Embedding
               Learning via Importance Sampling},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {1},
  pages     = {10:1--10:23},
  year      = {2021},
  url       = {https://doi.org/10.1145/3418684},
  doi       = {10.1145/3418684},
  timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JiYYZZSF21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiangKPGHR21,
  author    = {Jie Jiang and
               Qiuqiang Kong and
               Mark D. Plumbley and
               Nigel Gilbert and
               Mark Hoogendoorn and
               Diederik M. Roijers},
  title     = {Deep Learning-Based Energy Disaggregation and On/Off Detection of
               Household Appliances},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {50:1--50:21},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441300},
  doi       = {10.1145/3441300},
  timestamp = {Fri, 14 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JiangKPGHR21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JoaristiS21,
  author    = {Mikel Joaristi and
               Edoardo Serra},
  title     = {{SIR-GN:} {A} Fast Structural Iterative Representation Learning Approach
               For Graph Nodes},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {100:1--100:39},
  year      = {2021},
  url       = {https://doi.org/10.1145/3450315},
  doi       = {10.1145/3450315},
  timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JoaristiS21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JurdiADM21,
  author    = {Wissam Al Jurdi and
               Jacques Bou Abdo and
               Jacques Demerjian and
               Abdallah Makhoul},
  title     = {Critique on Natural Noise in Recommender Systems},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {75:1--75:30},
  year      = {2021},
  url       = {https://doi.org/10.1145/3447780},
  doi       = {10.1145/3447780},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JurdiADM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KoleySBGD21,
  author    = {Paramita Koley and
               Avirup Saha and
               Sourangshu Bhattacharya and
               Niloy Ganguly and
               Abir De},
  title     = {Demarcating Endogenous and Exogenous Opinion Dynamics: An Experimental
               Design Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {99:1--99:25},
  year      = {2021},
  url       = {https://doi.org/10.1145/3449361},
  doi       = {10.1145/3449361},
  timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/KoleySBGD21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KumarS21,
  author    = {Suhansanu Kumar and
               Hari Sundaram},
  title     = {Attribute-Guided Network Sampling Mechanisms},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {69:1--69:24},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441445},
  doi       = {10.1145/3441445},
  timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/KumarS21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiCLL21,
  author    = {Chongshou Li and
               Brenda Cheang and
               Zhixing Luo and
               Andrew Lim},
  title     = {An Exponential Factorization Machine with Percentage Error Minimization
               to Retail Sales Forecasting},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {19:1--19:32},
  year      = {2021},
  url       = {https://doi.org/10.1145/3426238},
  doi       = {10.1145/3426238},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiCLL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiHWHLC21,
  author    = {Juan{-}Hui Li and
               Ling Huang and
               Chang{-}Dong Wang and
               Dong Huang and
               Jian{-}Huang Lai and
               Pei Chen},
  title     = {Attributed Network Embedding with Micro-Meso Structure},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {72:1--72:26},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441486},
  doi       = {10.1145/3441486},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiHWHLC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiLCZCY21,
  author    = {Dongsheng Li and
               Haodong Liu and
               Chao Chen and
               Yingying Zhao and
               Stephen M. Chu and
               Bo Yang},
  title     = {NeuSE: {A} Neural Snapshot Ensemble Method for Collaborative Filtering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {102:1--102:20},
  year      = {2021},
  url       = {https://doi.org/10.1145/3450526},
  doi       = {10.1145/3450526},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiLCZCY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiLYLSC21,
  author    = {Yanni Li and
               Bing Liu and
               Yongbo Yu and
               Hui Li and
               Jiacan Sun and
               Jiangtao Cui},
  title     = {3E-LDA: Three Enhancements to Linear Discriminant Analysis},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {57:1--57:20},
  year      = {2021},
  url       = {https://doi.org/10.1145/3442347},
  doi       = {10.1145/3442347},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiLYLSC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiTNJZCXY21,
  author    = {Chenglin Li and
               Carrie Lu Tong and
               Di Niu and
               Bei Jiang and
               Xiao Zuo and
               Lei Cheng and
               Jian Xiong and
               Jianming Yang},
  title     = {Similarity Embedding Networks for Robust Human Activity Recognition},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {98:1--98:17},
  year      = {2021},
  url       = {https://doi.org/10.1145/3448021},
  doi       = {10.1145/3448021},
  timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiTNJZCXY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinLSNWL21,
  author    = {Mingkai Lin and
               Wenzhong Li and
               Lynda J. Song and
               Cam{-}Tu Nguyen and
               Xiaoliang Wang and
               Sanglu Lu},
  title     = {{SAKE:} Estimating Katz Centrality Based on Sampling for Large-Scale
               Social Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {66:1--66:21},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441646},
  doi       = {10.1145/3441646},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LinLSNWL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinOWLH21,
  author    = {Chen Lin and
               Zhichao Ouyang and
               Xiaoli Wang and
               Hui Li and
               Zhenhua Huang},
  title     = {Preserve Integrity in Realtime Event Summarization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {49:1--49:29},
  year      = {2021},
  url       = {https://doi.org/10.1145/3442344},
  doi       = {10.1145/3442344},
  timestamp = {Thu, 27 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LinOWLH21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LingWWPMXLWJ21,
  author    = {Xiang Ling and
               Lingfei Wu and
               Saizhuo Wang and
               Gaoning Pan and
               Tengfei Ma and
               Fangli Xu and
               Alex X. Liu and
               Chunming Wu and
               Shouling Ji},
  title     = {Deep Graph Matching and Searching for Semantic Code Retrieval},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {88:1--88:21},
  year      = {2021},
  url       = {https://doi.org/10.1145/3447571},
  doi       = {10.1145/3447571},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LingWWPMXLWJ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuGZZCHZZY21,
  author    = {Yan Liu and
               Bin Guo and
               Daqing Zhang and
               Djamal Zeghlache and
               Jingmin Chen and
               Ke Hu and
               Sizhe Zhang and
               Dan Zhou and
               Zhiwen Yu},
  title     = {Knowledge Transfer with Weighted Adversarial Network for Cold-Start
               Store Site Recommendation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {47:1--47:27},
  year      = {2021},
  url       = {https://doi.org/10.1145/3442203},
  doi       = {10.1145/3442203},
  timestamp = {Fri, 14 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuGZZCHZZY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuHSLQLG21,
  author    = {Bo Liu and
               Xi He and
               Mingdong Song and
               Jianqiang Li and
               Guangzhi Qu and
               Jianlei Lang and
               Rentao Gu},
  title     = {A Method for Mining Granger Causality Relationship on Atmospheric
               Visibility},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {92:1--92:16},
  year      = {2021},
  url       = {https://doi.org/10.1145/3447681},
  doi       = {10.1145/3447681},
  timestamp = {Mon, 30 May 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuHSLQLG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuLLSZ21,
  author    = {Huawen Liu and
               Enhui Li and
               Xinwang Liu and
               Kaile Su and
               Shichao Zhang},
  title     = {Anomaly Detection With Kernel Preserving Embedding},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {91:1--91:18},
  year      = {2021},
  url       = {https://doi.org/10.1145/3447684},
  doi       = {10.1145/3447684},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuLLSZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuLWWYZW21,
  author    = {Kai Liu and
               Hongbo Liu and
               Tomas E. Ward and
               Hua Wang and
               Yu Yang and
               Bo Zhang and
               Xindong Wu},
  title     = {Self-Adaptive Skeleton Approaches to Detect Self-Organized Coalitions
               From Brain Functional Networks Through Probabilistic Mixture Models},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {87:1--87:26},
  year      = {2021},
  url       = {https://doi.org/10.1145/3447570},
  doi       = {10.1145/3447570},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuLWWYZW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuLZBW21,
  author    = {Kai Liu and
               Xiangyu Li and
               Zhihui Zhu and
               Lodewijk Brand and
               Hua Wang},
  title     = {Factor-Bounded Nonnegative Matrix Factorization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {111:1--111:18},
  year      = {2021},
  url       = {https://doi.org/10.1145/3451395},
  doi       = {10.1145/3451395},
  timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuLZBW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuVHLPSM21,
  author    = {Shikang Liu and
               Fatemeh Vahedian and
               David Hachen and
               Omar Lizardo and
               Christian Poellabauer and
               Aaron Striegel and
               Tijana Milenkovic},
  title     = {Heterogeneous Network Approach to Predict Individuals' Mental Health},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {25:1--25:26},
  year      = {2021},
  url       = {https://doi.org/10.1145/3429446},
  doi       = {10.1145/3429446},
  timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuVHLPSM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuYCMCLZ21,
  author    = {Xueyan Liu and
               Bo Yang and
               Hechang Chen and
               Katarzyna Musial and
               Hongxu Chen and
               Yang Li and
               Wanli Zuo},
  title     = {A Scalable Redefined Stochastic Blockmodel},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {46:1--46:28},
  year      = {2021},
  url       = {https://doi.org/10.1145/3442589},
  doi       = {10.1145/3442589},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuYCMCLZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MauryaLM21,
  author    = {Sunil Kumar Maurya and
               Xin Liu and
               Tsuyoshi Murata},
  title     = {Graph Neural Networks for Fast Node Ranking Approximation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {78:1--78:32},
  year      = {2021},
  url       = {https://doi.org/10.1145/3446217},
  doi       = {10.1145/3446217},
  timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MauryaLM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MunozYLSLPR21,
  author    = {Mario Andr{\'{e}}s Mu{\~{n}}oz and
               Tao Yan and
               Matheus R. Leal and
               Kate Smith{-}Miles and
               Ana Carolina Lorena and
               Gisele L. Pappa and
               R{\^{o}}mulo Madureira Rodrigues},
  title     = {An Instance Space Analysis of Regression Problems},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {28:1--28:25},
  year      = {2021},
  url       = {https://doi.org/10.1145/3436893},
  doi       = {10.1145/3436893},
  timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MunozYLSLPR21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NasirAMR21,
  author    = {Muhammad Anis Uddin Nasir and
               {\c{C}}igdem Aslay and
               Gianmarco De Francisci Morales and
               Matteo Riondato},
  title     = {TipTap: Approximate Mining of Frequent \emph{k}-Subgraph Patterns
               in Evolving Graphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {48:1--48:35},
  year      = {2021},
  url       = {https://doi.org/10.1145/3442590},
  doi       = {10.1145/3442590},
  timestamp = {Sun, 16 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/NasirAMR21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NettasingheK21,
  author    = {Buddhika Nettasinghe and
               Vikram Krishnamurthy},
  title     = {Maximum Likelihood Estimation of Power-law Degree Distributions via
               Friendship Paradox-based Sampling},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {106:1--106:28},
  year      = {2021},
  url       = {https://doi.org/10.1145/3451166},
  doi       = {10.1145/3451166},
  timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/NettasingheK21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/OuyangGTHXY21,
  author    = {Yi Ouyang and
               Bin Guo and
               Xing Tang and
               Xiuqiang He and
               Jian Xiong and
               Zhiwen Yu},
  title     = {Mobile App Cross-Domain Recommendation with Multi-Graph Neural Network},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {55:1--55:21},
  year      = {2021},
  url       = {https://doi.org/10.1145/3442201},
  doi       = {10.1145/3442201},
  timestamp = {Fri, 13 May 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/OuyangGTHXY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PaulKSM21,
  author    = {Dipanjyoti Paul and
               Rahul Kumar and
               Sriparna Saha and
               Jimson Mathew},
  title     = {Multi-objective Cuckoo Search-based Streaming Feature Selection for
               Multi-label Dataset},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {93:1--93:24},
  year      = {2021},
  url       = {https://doi.org/10.1145/3447586},
  doi       = {10.1145/3447586},
  timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/PaulKSM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PengLSYRYH21,
  author    = {Hao Peng and
               Jianxin Li and
               Yangqiu Song and
               Renyu Yang and
               Rajiv Ranjan and
               Philip S. Yu and
               Lifang He},
  title     = {Streaming Social Event Detection and Evolution Discovery in Heterogeneous
               Information Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {89:1--89:33},
  year      = {2021},
  url       = {https://doi.org/10.1145/3447585},
  doi       = {10.1145/3447585},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/PengLSYRYH21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RossiACARKK21,
  author    = {Ryan A. Rossi and
               Nesreen K. Ahmed and
               Aldo G. Carranza and
               David Arbour and
               Anup B. Rao and
               Sungchul Kim and
               Eunyee Koh},
  title     = {Heterogeneous Graphlets},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {1},
  pages     = {9:1--9:43},
  year      = {2021},
  url       = {https://doi.org/10.1145/3418773},
  doi       = {10.1145/3418773},
  timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/RossiACARKK21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RossiBFMM21,
  author    = {Andrea Rossi and
               Denilson Barbosa and
               Donatella Firmani and
               Antonio Matinata and
               Paolo Merialdo},
  title     = {Knowledge Graph Embedding for Link Prediction: {A} Comparative Analysis},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {14:1--14:49},
  year      = {2021},
  url       = {https://doi.org/10.1145/3424672},
  doi       = {10.1145/3424672},
  timestamp = {Sat, 31 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/RossiBFMM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SalveMGRP21,
  author    = {Andrea De Salve and
               Paolo Mori and
               Barbara Guidi and
               Laura Ricci and
               Roberto Di Pietro},
  title     = {Predicting Influential Users in Online Social Network Groups},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {35:1--35:50},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441447},
  doi       = {10.1145/3441447},
  timestamp = {Sun, 16 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SalveMGRP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Sanei-MehriDHT21,
  author    = {Seyed{-}Vahid Sanei{-}Mehri and
               Apurba Das and
               Hooman Hashemi and
               Srikanta Tirthapura},
  title     = {Mining Largest Maximal Quasi-Cliques},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {81:1--81:21},
  year      = {2021},
  url       = {https://doi.org/10.1145/3446637},
  doi       = {10.1145/3446637},
  timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Sanei-MehriDHT21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SharmaM21,
  author    = {Shalini Sharma and
               Angshul Majumdar},
  title     = {Sequential Transform Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {86:1--86:18},
  year      = {2021},
  url       = {https://doi.org/10.1145/3447394},
  doi       = {10.1145/3447394},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/SharmaM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShinLOHF21,
  author    = {Kijung Shin and
               Euiwoong Lee and
               Jinoh Oh and
               Mohammad Hammoud and
               Christos Faloutsos},
  title     = {CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {38:1--38:30},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441487},
  doi       = {10.1145/3441487},
  timestamp = {Sun, 16 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ShinLOHF21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SiersI21,
  author    = {Michael J. Siers and
               Md Zahidul Islam},
  title     = {Class Imbalance and Cost-Sensitive Decision Trees: {A} Unified Survey
               Based on a Core Similarity},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {1},
  pages     = {4:1--4:31},
  year      = {2021},
  url       = {https://doi.org/10.1145/3415156},
  doi       = {10.1145/3415156},
  timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SiersI21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SongWDLW21,
  author    = {Guojie Song and
               Yun Wang and
               Lun Du and
               Yi Li and
               Junshan Wang},
  title     = {Network Embedding on Hierarchical Community Structure Network},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {62:1--62:23},
  year      = {2021},
  url       = {https://doi.org/10.1145/3434747},
  doi       = {10.1145/3434747},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SongWDLW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/StefaniTU21,
  author    = {Lorenzo De Stefani and
               Erisa Terolli and
               Eli Upfal},
  title     = {Tiered Sampling: An Efficient Method for Counting Sparse Motifs in
               Massive Graph Streams},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {79:1--79:52},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441299},
  doi       = {10.1145/3441299},
  timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/StefaniTU21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SteinbussB21,
  author    = {Georg Steinbuss and
               Klemens B{\"{o}}hm},
  title     = {Generating Artificial Outliers in the Absence of Genuine Ones - {A}
               Survey},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {30:1--30:37},
  year      = {2021},
  url       = {https://doi.org/10.1145/3447822},
  doi       = {10.1145/3447822},
  timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SteinbussB21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SteinbussB21a,
  author    = {Georg Steinbuss and
               Klemens B{\"{o}}hm},
  title     = {Benchmarking Unsupervised Outlier Detection with Realistic Synthetic
               Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {65:1--65:20},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441453},
  doi       = {10.1145/3441453},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/SteinbussB21a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SunKWWY21,
  author    = {Bin Sun and
               Dehui Kong and
               Shaofan Wang and
               Lichun Wang and
               Baocai Yin},
  title     = {Joint Transferable Dictionary Learning and View Adaptation for Multi-view
               Human Action Recognition},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {32:1--32:23},
  year      = {2021},
  url       = {https://doi.org/10.1145/3434746},
  doi       = {10.1145/3434746},
  timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SunKWWY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TuYWDGZ21,
  author    = {Jinzheng Tu and
               Guoxian Yu and
               Jun Wang and
               Carlotta Domeniconi and
               Maozu Guo and
               Xiangliang Zhang},
  title     = {CrowdWT: Crowdsourcing via Joint Modeling of Workers and Tasks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {1},
  pages     = {12:1--12:24},
  year      = {2021},
  url       = {https://doi.org/10.1145/3421712},
  doi       = {10.1145/3421712},
  timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/TuYWDGZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangBL21,
  author    = {Yunzhe Wang and
               George Baciu and
               Chenhui Li},
  title     = {A Layout-Based Classification Method for Visualizing Time-Varying
               Graphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {54:1--54:24},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441301},
  doi       = {10.1145/3441301},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangBL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangDLLZ21,
  author    = {Hao Wang and
               Shuai Ding and
               Yeqing Li and
               Xiaojian Li and
               Youtao Zhang},
  title     = {Hierarchical Physician Recommendation via Diversity-enhanced Matrix
               Factorization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {1},
  pages     = {1:1--1:17},
  year      = {2021},
  url       = {https://doi.org/10.1145/3418227},
  doi       = {10.1145/3418227},
  timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangDLLZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangJLL21,
  author    = {Jingjing Wang and
               Wenjun Jiang and
               Kenli Li and
               Keqin Li},
  title     = {Reducing Cumulative Errors of Incremental {CP} Decomposition in Dynamic
               Online Social Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {42:1--42:33},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441645},
  doi       = {10.1145/3441645},
  timestamp = {Sun, 16 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangJLL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangLDLJ21,
  author    = {Huandong Wang and
               Yong Li and
               Mu Du and
               Zhenhui Li and
               Depeng Jin},
  title     = {App2Vec: Context-Aware Application Usage Prediction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {112:1--112:21},
  year      = {2021},
  url       = {https://doi.org/10.1145/3451396},
  doi       = {10.1145/3451396},
  timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangLDLJ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangLLXXL21,
  author    = {Rui Wang and
               Yongkun Li and
               Shuai Lin and
               Hong Xie and
               Yinlong Xu and
               John C. S. Lui},
  title     = {On Modeling Influence Maximization in Social Activity Networks under
               General Settings},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {108:1--108:28},
  year      = {2021},
  url       = {https://doi.org/10.1145/3451218},
  doi       = {10.1145/3451218},
  timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangLLXXL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangXBZGGXHD21,
  author    = {Kafeng Wang and
               Haoyi Xiong and
               Jiang Bian and
               Zhanxing Zhu and
               Qian Gao and
               Zhishan Guo and
               Cheng{-}Zhong Xu and
               Jun Huan and
               Dejing Dou},
  title     = {Sampling Sparse Representations with Randomized Measurement Langevin
               Dynamics},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {21:1--21:21},
  year      = {2021},
  url       = {https://doi.org/10.1145/3427585},
  doi       = {10.1145/3427585},
  timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangXBZGGXHD21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangXWGTD21,
  author    = {Wei Wang and
               Feng Xia and
               Jian Wu and
               Zhiguo Gong and
               Hanghang Tong and
               Brian D. Davison},
  title     = {Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator
               Prediction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {40:1--40:19},
  year      = {2021},
  url       = {https://doi.org/10.1145/3442199},
  doi       = {10.1145/3442199},
  timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangXWGTD21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangZ21,
  author    = {Yashen Wang and
               Huanhuan Zhang},
  title     = {{HARP:} {A} Novel Hierarchical Attention Model for Relation Prediction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {17:1--17:22},
  year      = {2021},
  url       = {https://doi.org/10.1145/3424673},
  doi       = {10.1145/3424673},
  timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangZLZ21,
  author    = {Yashen Wang and
               Huanhuan Zhang and
               Zhirun Liu and
               Qiang Zhou},
  title     = {Hierarchical Concept-Driven Language Model},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {104:1--104:22},
  year      = {2021},
  url       = {https://doi.org/10.1145/3451167},
  doi       = {10.1145/3451167},
  timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangZLZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuGYC21,
  author    = {Guanhao Wu and
               Xiaofeng Gao and
               Ge Yan and
               Guihai Chen},
  title     = {Parallel Greedy Algorithm to Multiple Influence Maximization in Social
               Network},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {43:1--43:21},
  year      = {2021},
  url       = {https://doi.org/10.1145/3442341},
  doi       = {10.1145/3442341},
  timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WuGYC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuPDZ21,
  author    = {Man Wu and
               Shirui Pan and
               Lan Du and
               Xingquan Zhu},
  title     = {Learning Graph Neural Networks with Positive and Unlabeled Nodes},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {101:1--101:25},
  year      = {2021},
  url       = {https://doi.org/10.1145/3450316},
  doi       = {10.1145/3450316},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WuPDZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XiaJWXW21,
  author    = {Peike Xia and
               Wenjun Jiang and
               Jie Wu and
               Surong Xiao and
               Guojun Wang},
  title     = {Exploiting Temporal Dynamics in Product Reviews for Dynamic Sentiment
               Prediction at the Aspect Level},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {68:1--68:29},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441451},
  doi       = {10.1145/3441451},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/XiaJWXW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XiaLLFHSGJ21,
  author    = {Tong Xia and
               Junjie Lin and
               Yong Li and
               Jie Feng and
               Pan Hui and
               Funing Sun and
               Diansheng Guo and
               Depeng Jin},
  title     = {3DGCN: 3-Dimensional Dynamic Graph Convolutional Network for Citywide
               Crowd Flow Prediction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {110:1--110:21},
  year      = {2021},
  url       = {https://doi.org/10.1145/3451394},
  doi       = {10.1145/3451394},
  timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/XiaLLFHSGJ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XieZLL21,
  author    = {Hong Xie and
               Mingze Zhong and
               Yongkun Li and
               John C. S. Lui},
  title     = {Understanding Persuasion Cascades in Online Product Rating Systems:
               Modeling, Analysis, and Inference},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {36:1--36:29},
  year      = {2021},
  url       = {https://doi.org/10.1145/3440887},
  doi       = {10.1145/3440887},
  timestamp = {Sun, 16 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/XieZLL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuYGC21,
  author    = {En Xu and
               Zhiwen Yu and
               Bin Guo and
               Helei Cui},
  title     = {Core Interest Network for Click-Through Rate Prediction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {23:1--23:16},
  year      = {2021},
  url       = {https://doi.org/10.1145/3428079},
  doi       = {10.1145/3428079},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/XuYGC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XunJZ21,
  author    = {Guangxu Xun and
               Kishlay Jha and
               Aidong Zhang},
  title     = {MeSHProbeNet-P: Improving Large-scale MeSH Indexing with Personalizable
               MeSH Probes},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {1},
  pages     = {11:1--11:14},
  year      = {2021},
  url       = {https://doi.org/10.1145/3421713},
  doi       = {10.1145/3421713},
  timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/XunJZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YanLLWZW21,
  author    = {Ruidong Yan and
               Yi Li and
               Deying Li and
               Yongcai Wang and
               Yuqing Zhu and
               Weili Wu},
  title     = {A Stochastic Algorithm Based on Reverse Sampling Technique to Fight
               Against the Cyberbullying},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {71:1--71:22},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441455},
  doi       = {10.1145/3441455},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/YanLLWZW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangYCLZ21,
  author    = {Lei Yang and
               Xi Yu and
               Jiannong Cao and
               Xuxun Liu and
               Pan Zhou},
  title     = {Exploring Deep Reinforcement Learning for Task Dispatching in Autonomous
               On-Demand Services},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {44:1--44:23},
  year      = {2021},
  url       = {https://doi.org/10.1145/3442343},
  doi       = {10.1145/3442343},
  timestamp = {Fri, 14 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YangYCLZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YaoCLLGZ21,
  author    = {Liuyi Yao and
               Zhixuan Chu and
               Sheng Li and
               Yaliang Li and
               Jing Gao and
               Aidong Zhang},
  title     = {A Survey on Causal Inference},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {74:1--74:46},
  year      = {2021},
  url       = {https://doi.org/10.1145/3444944},
  doi       = {10.1145/3444944},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YaoCLLGZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YinSGHWY21,
  author    = {Shuai Yin and
               Yanfeng Sun and
               Junbin Gao and
               Yongli Hu and
               Boyue Wang and
               Baocai Yin},
  title     = {Robust Image Representation via Low Rank Locality Preserving Projection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {64:1--64:22},
  year      = {2021},
  url       = {https://doi.org/10.1145/3434768},
  doi       = {10.1145/3434768},
  timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YinSGHWY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YingWWLZSHCYG21,
  author    = {Shi Ying and
               Bingming Wang and
               Lu Wang and
               Qingshan Li and
               Yishi Zhao and
               Jianga Shang and
               Hao Huang and
               Guoli Cheng and
               Zhe Yang and
               Jiangyi Geng},
  title     = {An Improved KNN-Based Efficient Log Anomaly Detection Method with
               Automatically Labeled Samples},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {34:1--34:22},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441448},
  doi       = {10.1145/3441448},
  timestamp = {Sun, 16 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YingWWLZSHCYG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuLL21,
  author    = {Kui Yu and
               Lin Liu and
               Jiuyong Li},
  title     = {A Unified View of Causal and Non-causal Feature Selection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {63:1--63:46},
  year      = {2021},
  url       = {https://doi.org/10.1145/3436891},
  doi       = {10.1145/3436891},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YuLL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YueSWBLCZ21,
  author    = {Lin Yue and
               Hao Shen and
               Sen Wang and
               Robert Boots and
               Guodong Long and
               Weitong Chen and
               Xiaowei Zhao},
  title     = {Exploring {BCI} Control in Smart Environments: Intention Recognition
               Via {EEG} Representation Enhancement Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {5},
  pages     = {90:1--90:20},
  year      = {2021},
  url       = {https://doi.org/10.1145/3450449},
  doi       = {10.1145/3450449},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YueSWBLCZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZangZXY21,
  author    = {Tianzi Zang and
               Yanmin Zhu and
               Yanan Xu and
               Jiadi Yu},
  title     = {Jointly Modeling Spatio-Temporal Dependencies and Daily Flow Correlations
               for Crowd Flow Prediction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {58:1--58:20},
  year      = {2021},
  url       = {https://doi.org/10.1145/3439346},
  doi       = {10.1145/3439346},
  timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZangZXY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZengZGXH21,
  author    = {Shaoning Zeng and
               Bob Zhang and
               Jianping Gou and
               Yong Xu and
               Wei Huang},
  title     = {Fast and Robust Dictionary-based Classification for Image Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {6},
  pages     = {97:1--97:22},
  year      = {2021},
  url       = {https://doi.org/10.1145/3449360},
  doi       = {10.1145/3449360},
  timestamp = {Fri, 01 Jul 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZengZGXH21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangGHM21,
  author    = {Ben{-}Hui Zhang and
               Maoguo Gong and
               Jianbin Huang and
               Xiaoke Ma},
  title     = {Clustering Heterogeneous Information Network by Joint Graph Embedding
               and Nonnegative Matrix Factorization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {73:1--73:25},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441449},
  doi       = {10.1145/3441449},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangGHM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangHLLZZ21,
  author    = {Haida Zhang and
               Zengfeng Huang and
               Xuemin Lin and
               Zhe Lin and
               Wenjie Zhang and
               Ying Zhang},
  title     = {Efficient and High-Quality Seeded Graph Matching: Employing Higher-order
               Structural Information},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {51:1--51:31},
  year      = {2021},
  url       = {https://doi.org/10.1145/3442340},
  doi       = {10.1145/3442340},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangHLLZZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangYZZ21,
  author    = {Daokun Zhang and
               Jie Yin and
               Xingquan Zhu and
               Chengqi Zhang},
  title     = {Search Efficient Binary Network Embedding},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {61:1--61:27},
  year      = {2021},
  url       = {https://doi.org/10.1145/3436892},
  doi       = {10.1145/3436892},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangYZZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangZLZ21,
  author    = {Zheng Zhang and
               Xiaofeng Zhu and
               Guangming Lu and
               Yudong Zhang},
  title     = {Probability Ordinal-Preserving Semantic Hashing for Large-Scale Image
               Retrieval},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {3},
  pages     = {37:1--37:22},
  year      = {2021},
  url       = {https://doi.org/10.1145/3442204},
  doi       = {10.1145/3442204},
  timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangZLZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhaoYSKL21,
  author    = {Huan Zhao and
               Quanming Yao and
               Yangqiu Song and
               James T. Kwok and
               Dik Lun Lee},
  title     = {Side Information Fusion for Recommender Systems over Heterogeneous
               Information Network},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {4},
  pages     = {60:1--60:32},
  year      = {2021},
  url       = {https://doi.org/10.1145/3441446},
  doi       = {10.1145/3441446},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhaoYSKL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhouH21,
  author    = {Zhengze Zhou and
               Giles Hooker},
  title     = {Unbiased Measurement of Feature Importance in Tree-Based Methods},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {26:1--26:21},
  year      = {2021},
  url       = {https://doi.org/10.1145/3429445},
  doi       = {10.1145/3429445},
  timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhouH21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhouZYATDH21,
  author    = {Dawei Zhou and
               Si Zhang and
               Mehmet Yigit Yildirim and
               Scott Alcorn and
               Hanghang Tong and
               Hasan Davulcu and
               Jingrui He},
  title     = {High-Order Structure Exploration on Massive Graphs: {A} Local Graph
               Clustering Perspective},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {18:1--18:26},
  year      = {2021},
  url       = {https://doi.org/10.1145/3425637},
  doi       = {10.1145/3425637},
  timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhouZYATDH21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuLW21,
  author    = {Yi Zhu and
               Lei Li and
               Xindong Wu},
  title     = {Stacked Convolutional Sparse Auto-Encoders for Representation Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {2},
  pages     = {31:1--31:21},
  year      = {2021},
  url       = {https://doi.org/10.1145/3434767},
  doi       = {10.1145/3434767},
  timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhuLW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuLWZF21,
  author    = {Xiaoyan Zhu and
               Yingbin Li and
               Jiayin Wang and
               Tian Zheng and
               Jingwen Fu},
  title     = {Automatic Recommendation of a Distance Measure for Clustering Algorithms},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {15},
  number    = {1},
  pages     = {7:1--7:22},
  year      = {2021},
  url       = {https://doi.org/10.1145/3418228},
  doi       = {10.1145/3418228},
  timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhuLWZF21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Abd-ElazizEEE20,
  author    = {M. M. Abd{-}Elaziz and
               Hazem M. El{-}Bakry and
               Ahmed Abou Elfetouh and
               Amira Elzeiny},
  title     = {Enhanced Data Mining Technique to Measure Satisfaction Degree of Social
               Media Users of Xeljanz Drug},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {3},
  pages     = {33:1--33:13},
  year      = {2020},
  url       = {https://doi.org/10.1145/3389433},
  doi       = {10.1145/3389433},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Abd-ElazizEEE20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AkhtarCE20,
  author    = {Md. Shad Akhtar and
               Dushyant Singh Chauhan and
               Asif Ekbal},
  title     = {A Deep Multi-task Contextual Attention Framework for Multi-modal Affect
               Analysis},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {3},
  pages     = {32:1--32:27},
  year      = {2020},
  url       = {https://doi.org/10.1145/3380744},
  doi       = {10.1145/3380744},
  timestamp = {Fri, 29 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AkhtarCE20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AlasalmiSRK20,
  author    = {Tuomo Alasalmi and
               Jaakko Suutala and
               Juha R{\"{o}}ning and
               Heli Koskim{\"{a}}ki},
  title     = {Better Classifier Calibration for Small Datasets},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {3},
  pages     = {34:1--34:19},
  year      = {2020},
  url       = {https://doi.org/10.1145/3385656},
  doi       = {10.1145/3385656},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/AlasalmiSRK20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Amornbunchornvej20,
  author    = {Chainarong Amornbunchornvej and
               Tanya Y. Berger{-}Wolf},
  title     = {Framework for Inferring Following Strategies from Time Series of Movement
               Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {3},
  pages     = {35:1--35:22},
  year      = {2020},
  url       = {https://doi.org/10.1145/3385730},
  doi       = {10.1145/3385730},
  timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Amornbunchornvej20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Angiulli20,
  author    = {Fabrizio Angiulli},
  title     = {{CFOF:} {A} Concentration Free Measure for Anomaly Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {1},
  pages     = {4:1--4:53},
  year      = {2020},
  url       = {https://doi.org/10.1145/3362158},
  doi       = {10.1145/3362158},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Angiulli20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ArifuzzamanKM20,
  author    = {Shaikh Arifuzzaman and
               Maleq Khan and
               Madhav V. Marathe},
  title     = {Fast Parallel Algorithms for Counting and Listing Triangles in Big
               Graphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {1},
  pages     = {5:1--5:34},
  year      = {2020},
  url       = {https://doi.org/10.1145/3365676},
  doi       = {10.1145/3365676},
  timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ArifuzzamanKM20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BianXFHG20,
  author    = {Jiang Bian and
               Haoyi Xiong and
               Yanjie Fu and
               Jun Huan and
               Zhishan Guo},
  title     = {MP\({}^{\mbox{2}}\)SDA: Multi-Party Parallelized Sparse Discriminant
               Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {3},
  pages     = {26:1--26:22},
  year      = {2020},
  url       = {https://doi.org/10.1145/3374919},
  doi       = {10.1145/3374919},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/BianXFHG20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CeccarelloPP20,
  author    = {Matteo Ceccarello and
               Andrea Pietracaprina and
               Geppino Pucci},
  title     = {A General Coreset-Based Approach to Diversity Maximization under Matroid
               Constraints},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {5},
  pages     = {60:1--60:27},
  year      = {2020},
  url       = {https://doi.org/10.1145/3402448},
  doi       = {10.1145/3402448},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/CeccarelloPP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenLTZLZ20,
  author    = {Cen Chen and
               Kenli Li and
               Sin G. Teo and
               Xiaofeng Zou and
               Keqin Li and
               Zeng Zeng},
  title     = {Citywide Traffic Flow Prediction Based on Multiple Gated Spatio-temporal
               Convolutional Neural Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {4},
  pages     = {42:1--42:23},
  year      = {2020},
  url       = {https://doi.org/10.1145/3385414},
  doi       = {10.1145/3385414},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenLTZLZ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ConcasXHLT20,
  author    = {Francesco Concas and
               Pengfei Xu and
               Mohammad Ashraful Hoque and
               Jiaheng Lu and
               Sasu Tarkoma},
  title     = {Multiple Set Matching with Bloom Matrix and Bloom Vector},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {2},
  pages     = {21:1--21:21},
  year      = {2020},
  url       = {https://doi.org/10.1145/3372409},
  doi       = {10.1145/3372409},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ConcasXHLT20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Constantinou20,
  author    = {Anthony C. Constantinou},
  title     = {Learning Bayesian Networks with the Saiyan Algorithm},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {4},
  pages     = {44:1--44:21},
  year      = {2020},
  url       = {https://doi.org/10.1145/3385655},
  doi       = {10.1145/3385655},
  timestamp = {Fri, 31 Jul 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Constantinou20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DaiPBWCJ20,
  author    = {Chenglong Dai and
               Dechang Pi and
               Stefanie I. Becker and
               Jia Wu and
               Lin Cui and
               Blake W. Johnson},
  title     = {CenEEGs: Valid {EEG} Selection for Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {2},
  pages     = {18:1--18:25},
  year      = {2020},
  url       = {https://doi.org/10.1145/3371153},
  doi       = {10.1145/3371153},
  timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DaiPBWCJ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DasWDFE20,
  author    = {Shubhomoy Das and
               Weng{-}Keen Wong and
               Thomas G. Dietterich and
               Alan Fern and
               Andrew Emmott},
  title     = {Discovering Anomalies by Incorporating Feedback from an Expert},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {4},
  pages     = {49:1--49:32},
  year      = {2020},
  url       = {https://doi.org/10.1145/3396608},
  doi       = {10.1145/3396608},
  timestamp = {Fri, 31 Jul 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DasWDFE20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DongYS20,
  author    = {Jialin Dong and
               Kai Yang and
               Yuanming Shi},
  title     = {Ranking from Crowdsourced Pairwise Comparisons via Smoothed Riemannian
               Optimization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {2},
  pages     = {19:1--19:26},
  year      = {2020},
  url       = {https://doi.org/10.1145/3372407},
  doi       = {10.1145/3372407},
  timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DongYS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ErmisC20,
  author    = {Beyza Ermis and
               A. Taylan Cemgil},
  title     = {Data Sharing via Differentially Private Coupled Matrix Factorization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {3},
  pages     = {28:1--28:27},
  year      = {2020},
  url       = {https://doi.org/10.1145/3372408},
  doi       = {10.1145/3372408},
  timestamp = {Fri, 29 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ErmisC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GalimbertiBGL20,
  author    = {Edoardo Galimberti and
               Francesco Bonchi and
               Francesco Gullo and
               Tommaso Lanciano},
  title     = {Core Decomposition in Multilayer Networks: Theory, Algorithms, and
               Applications},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {1},
  pages     = {11:1--11:40},
  year      = {2020},
  url       = {https://doi.org/10.1145/3369872},
  doi       = {10.1145/3369872},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/GalimbertiBGL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoSGHY20,
  author    = {Jipeng Guo and
               Yanfeng Sun and
               Junbin Gao and
               Yongli Hu and
               Baocai Yin},
  title     = {Robust Adaptive Linear Discriminant Analysis with Bidirectional Reconstruction
               Constraint},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {6},
  pages     = {75:1--75:20},
  year      = {2020},
  url       = {https://doi.org/10.1145/3409478},
  doi       = {10.1145/3409478},
  timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/GuoSGHY20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoSWJ20,
  author    = {Yuan Guo and
               Yu Sun and
               Kai Wu and
               Kerong Jiang},
  title     = {New Algorithms of Feature Selection and Big Data Assignment for {CBR}
               System Integrated by Bayesian Network},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {2},
  pages     = {23:1--23:20},
  year      = {2020},
  url       = {https://doi.org/10.1145/3373086},
  doi       = {10.1145/3373086},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GuoSWJ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoW20,
  author    = {Jianxiong Guo and
               Weili Wu},
  title     = {Influence Maximization: Seeding Based on Community Structure},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {6},
  pages     = {66:1--66:22},
  year      = {2020},
  url       = {https://doi.org/10.1145/3399661},
  doi       = {10.1145/3399661},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/GuoW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HanZL20,
  author    = {Huimei Han and
               Xingquan Zhu and
               Ying Li},
  title     = {Generalizing Long Short-Term Memory Network for Deep Learning from
               Generic Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {2},
  pages     = {13:1--13:28},
  year      = {2020},
  url       = {https://doi.org/10.1145/3366022},
  doi       = {10.1145/3366022},
  timestamp = {Wed, 26 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/HanZL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HasanP20,
  author    = {Md. Kamrul Hasan and
               Christopher J. Pal},
  title     = {A New Smooth Approximation to the Zero One Loss with a Probabilistic
               Interpretation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {1},
  pages     = {1:1--1:28},
  year      = {2020},
  url       = {https://doi.org/10.1145/3365672},
  doi       = {10.1145/3365672},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HasanP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuLLZMX20,
  author    = {Renjun Hu and
               Yanchi Liu and
               Yanyan Li and
               Jingbo Zhou and
               Shuai Ma and
               Hui Xiong},
  title     = {Exploiting User Preference and Mobile Peer Influence for Human Mobility
               Annotation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {6},
  pages     = {67:1--67:18},
  year      = {2020},
  url       = {https://doi.org/10.1145/3406600},
  doi       = {10.1145/3406600},
  timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuLLZMX20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuaLCR20,
  author    = {Ting Hua and
               Chang{-}Tien Lu and
               Jaegul Choo and
               Chandan K. Reddy},
  title     = {Probabilistic Topic Modeling for Comparative Analysis of Document
               Collections},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {2},
  pages     = {24:1--24:27},
  year      = {2020},
  url       = {https://doi.org/10.1145/3369873},
  doi       = {10.1145/3369873},
  timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuaLCR20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuaiMLSSZ20,
  author    = {Mengdi Huai and
               Chenglin Miao and
               Yaliang Li and
               Qiuling Suo and
               Lu Su and
               Aidong Zhang},
  title     = {Learning Distance Metrics from Probabilistic Information},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {5},
  pages     = {53:1--53:33},
  year      = {2020},
  url       = {https://doi.org/10.1145/3364320},
  doi       = {10.1145/3364320},
  timestamp = {Sat, 18 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuaiMLSSZ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JanV20,
  author    = {Zohaib Md. Jan and
               Brijesh K. Verma},
  title     = {Evolutionary Classifier and Cluster Selection Approach for Ensemble
               Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {1},
  pages     = {7:1--7:18},
  year      = {2020},
  url       = {https://doi.org/10.1145/3366633},
  doi       = {10.1145/3366633},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JanV20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KongZZBDX20,
  author    = {Xiangjie Kong and
               Jun Zhang and
               Da Zhang and
               Yi Bu and
               Ying Ding and
               Feng Xia},
  title     = {The Gene of Scientific Success},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {4},
  pages     = {41:1--41:19},
  year      = {2020},
  url       = {https://doi.org/10.1145/3385530},
  doi       = {10.1145/3385530},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/KongZZBDX20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KuangCLJWWY20,
  author    = {Kun Kuang and
               Peng Cui and
               Bo Li and
               Meng Jiang and
               Yashen Wang and
               Fei Wu and
               Shiqiang Yang},
  title     = {Treatment Effect Estimation via Differentiated Confounder Balancing
               and Regression},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {1},
  pages     = {6:1--6:25},
  year      = {2020},
  url       = {https://doi.org/10.1145/3365677},
  doi       = {10.1145/3365677},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/KuangCLJWWY20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Lappas20,
  author    = {Theodoros Lappas},
  title     = {Mining Career Paths from Large Resume Databases: Evidence from {IT}
               Professionals},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {3},
  pages     = {37:1--37:38},
  year      = {2020},
  url       = {https://doi.org/10.1145/3379984},
  doi       = {10.1145/3379984},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/Lappas20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LeeK20,
  author    = {Kwang Hee Lee and
               Myoung{-}Ho Kim},
  title     = {Linearization of Dependency and Sampling for Participation-based Betweenness
               Centrality in Very Large B-hypergraphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {3},
  pages     = {25:1--25:41},
  year      = {2020},
  url       = {https://doi.org/10.1145/3375399},
  doi       = {10.1145/3375399},
  timestamp = {Fri, 29 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LeeK20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiHWLH20,
  author    = {Pei{-}Zhen Li and
               Ling Huang and
               Chang{-}Dong Wang and
               Jian{-}Huang Lai and
               Dong Huang},
  title     = {Community Detection by Motif-Aware Label Propagation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {2},
  pages     = {22:1--22:19},
  year      = {2020},
  url       = {https://doi.org/10.1145/3378537},
  doi       = {10.1145/3378537},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiHWLH20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiZP20,
  author    = {Shuangyin Li and
               Yu Zhang and
               Rong Pan},
  title     = {Bi-Directional Recurrent Attentional Topic Model},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {6},
  pages     = {74:1--74:30},
  year      = {2020},
  url       = {https://doi.org/10.1145/3412371},
  doi       = {10.1145/3412371},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiZP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinCWC20,
  author    = {Chi{-}Chun Lin and
               Kun{-}Ta Chuang and
               Wush Chi{-}Hsuan Wu and
               Ming{-}Syan Chen},
  title     = {Budget-Constrained Real-Time Bidding Optimization: Multiple Predictors
               Make It Better},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {2},
  pages     = {14:1--14:27},
  year      = {2020},
  url       = {https://doi.org/10.1145/3375393},
  doi       = {10.1145/3375393},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LinCWC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinLLWDYZ20,
  author    = {Bo Lin and
               Wei Luo and
               Zhiling Luo and
               Bo Wang and
               Shuiguang Deng and
               Jianwei Yin and
               Mengchu Zhou},
  title     = {Bradykinesia Recognition in Parkinson's Disease via Single {RGB} Video},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {2},
  pages     = {16:1--16:19},
  year      = {2020},
  url       = {https://doi.org/10.1145/3369438},
  doi       = {10.1145/3369438},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LinLLWDYZ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuHNKLX20,
  author    = {Bang Liu and
               Fred X. Han and
               Di Niu and
               Linglong Kong and
               Kunfeng Lai and
               Yu Xu},
  title     = {Story Forest: Extracting Events and Telling Stories from Breaking
               News},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {3},
  pages     = {31:1--31:28},
  year      = {2020},
  url       = {https://doi.org/10.1145/3377939},
  doi       = {10.1145/3377939},
  timestamp = {Fri, 29 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuHNKLX20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuSH20,
  author    = {Shuai Liu and
               Guojie Song and
               Wenhao Huang},
  title     = {Real-time Transportation Prediction Correction using Reconstruction
               Error in Deep Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {2},
  pages     = {17:1--17:20},
  year      = {2020},
  url       = {https://doi.org/10.1145/3369871},
  doi       = {10.1145/3369871},
  timestamp = {Mon, 09 May 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuSH20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LuYLLXG20,
  author    = {Xinjiang Lu and
               Zhiwen Yu and
               Chuanren Liu and
               Yanchi Liu and
               Hui Xiong and
               Bin Guo},
  title     = {Inferring Lifetime Status of Point-of-Interest: {A} Multitask Multiclass
               Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {1},
  pages     = {10:1--10:27},
  year      = {2020},
  url       = {https://doi.org/10.1145/3369799},
  doi       = {10.1145/3369799},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LuYLLXG20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MaGLYLW20,
  author    = {Qian Ma and
               Yu Gu and
               Wang{-}Chien Lee and
               Ge Yu and
               Hongbo Liu and
               Xindong Wu},
  title     = {{REMIAN:} Real-Time and Error-Tolerant Missing Value Imputation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {6},
  pages     = {77:1--77:38},
  year      = {2020},
  url       = {https://doi.org/10.1145/3412364},
  doi       = {10.1145/3412364},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MaGLYLW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MarquesCSZ20,
  author    = {Henrique O. Marques and
               Ricardo J. G. B. Campello and
               J{\"{o}}rg Sander and
               Arthur Zimek},
  title     = {Internal Evaluation of Unsupervised Outlier Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {4},
  pages     = {47:1--47:42},
  year      = {2020},
  url       = {https://doi.org/10.1145/3394053},
  doi       = {10.1145/3394053},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MarquesCSZ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MathenyXP20,
  author    = {Michael Matheny and
               Dong Xie and
               Jeff M. Phillips},
  title     = {Scalable Spatial Scan Statistics for Trajectories},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {6},
  pages     = {73:1--73:24},
  year      = {2020},
  url       = {https://doi.org/10.1145/3394046},
  doi       = {10.1145/3394046},
  timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/MathenyXP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MautzYPB20,
  author    = {Dominik Mautz and
               Wei Ye and
               Claudia Plant and
               Christian B{\"{o}}hm},
  title     = {Non-Redundant Subspace Clusterings with Nr-Kmeans and Nr-DipMeans},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {5},
  pages     = {55:1--55:24},
  year      = {2020},
  url       = {https://doi.org/10.1145/3385652},
  doi       = {10.1145/3385652},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/MautzYPB20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MitraHS20,
  author    = {Sayantan Mitra and
               Mohammed Hasanuzzaman and
               Sriparna Saha},
  title     = {A Unified Multi-view Clustering Algorithm Using Multi-objective Optimization
               Coupled with Generative Model},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {1},
  pages     = {2:1--2:31},
  year      = {2020},
  url       = {https://doi.org/10.1145/3365673},
  doi       = {10.1145/3365673},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MitraHS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MohottiN20,
  author    = {Wathsala Anupama Mohotti and
               Richi Nayak},
  title     = {Efficient Outlier Detection in Text Corpus Using Rare Frequency and
               Ranking},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {6},
  pages     = {71:1--71:30},
  year      = {2020},
  url       = {https://doi.org/10.1145/3399712},
  doi       = {10.1145/3399712},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/MohottiN20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NguyenWA20,
  author    = {Hung T. Nguyen and
               Xuejian Wang and
               Leman Akoglu},
  title     = {End-to-End Continual Rare-Class Recognition with Emerging Novel Subclasses},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {5},
  pages     = {61:1--61:28},
  year      = {2020},
  url       = {https://doi.org/10.1145/3399660},
  doi       = {10.1145/3399660},
  timestamp = {Sat, 18 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/NguyenWA20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NiLZH20,
  author    = {Li Ni and
               Wenjian Luo and
               Wenjie Zhu and
               Bei Hua},
  title     = {Local Overlapping Community Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {1},
  pages     = {3:1--3:25},
  year      = {2020},
  url       = {https://doi.org/10.1145/3361739},
  doi       = {10.1145/3361739},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/NiLZH20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NieWWWL20,
  author    = {Feiping Nie and
               Zheng Wang and
               Rong Wang and
               Zhen Wang and
               Xuelong Li},
  title     = {Adaptive Local Linear Discriminant Analysis},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {1},
  pages     = {9:1--9:19},
  year      = {2020},
  url       = {https://doi.org/10.1145/3369870},
  doi       = {10.1145/3369870},
  timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/NieWWWL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NikolakopoulosK20,
  author    = {Athanasios N. Nikolakopoulos and
               George Karypis},
  title     = {Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random
               Walks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {6},
  pages     = {64:1--64:26},
  year      = {2020},
  url       = {https://doi.org/10.1145/3406241},
  doi       = {10.1145/3406241},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/NikolakopoulosK20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/OstovarLR20,
  author    = {Alireza Ostovar and
               Sander J. J. Leemans and
               Marcello La Rosa},
  title     = {Robust Drift Characterization from Event Streams of Business Processes},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {3},
  pages     = {30:1--30:57},
  year      = {2020},
  url       = {https://doi.org/10.1145/3375398},
  doi       = {10.1145/3375398},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/OstovarLR20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PangC20,
  author    = {Guansong Pang and
               Longbing Cao},
  title     = {Heterogeneous Univariate Outlier Ensembles in Multidimensional Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {6},
  pages     = {68:1--68:27},
  year      = {2020},
  url       = {https://doi.org/10.1145/3403934},
  doi       = {10.1145/3403934},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/PangC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PaudelE20,
  author    = {Ramesh Paudel and
               William Eberle},
  title     = {An Approach For Concept Drift Detection in a Graph Stream Using Discriminative
               Subgraphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {6},
  pages     = {70:1--70:25},
  year      = {2020},
  url       = {https://doi.org/10.1145/3406243},
  doi       = {10.1145/3406243},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/PaudelE20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Queiroz-SousaS20,
  author    = {Paulo Orlando Queiroz{-}Sousa and
               Ana Carolina Salgado},
  title     = {A Review on {OLAP} Technologies Applied to Information Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {1},
  pages     = {8:1--8:25},
  year      = {2020},
  url       = {https://doi.org/10.1145/3370912},
  doi       = {10.1145/3370912},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Queiroz-SousaS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RiondatoV20,
  author    = {Matteo Riondato and
               Fabio Vandin},
  title     = {MiSoSouP: Mining Interesting Subgroups with Sampling and Pseudodimension},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {5},
  pages     = {56:1--56:31},
  year      = {2020},
  url       = {https://doi.org/10.1145/3385653},
  doi       = {10.1145/3385653},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/RiondatoV20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RossiJKAKL20,
  author    = {Ryan A. Rossi and
               Di Jin and
               Sungchul Kim and
               Nesreen K. Ahmed and
               Danai Koutra and
               John Boaz Lee},
  title     = {On Proximity and Structural Role-based Embeddings in Networks: Misconceptions,
               Techniques, and Applications},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {5},
  pages     = {63:1--63:37},
  year      = {2020},
  url       = {https://doi.org/10.1145/3397191},
  doi       = {10.1145/3397191},
  timestamp = {Thu, 05 May 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/RossiJKAKL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SavvaATK20,
  author    = {Fotis Savva and
               Christos Anagnostopoulos and
               Peter Triantafillou and
               Kostas Kolomvatsos},
  title     = {Large-scale Data Exploration Using Explanatory Regression Functions},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {6},
  pages     = {76:1--76:33},
  year      = {2020},
  url       = {https://doi.org/10.1145/3410448},
  doi       = {10.1145/3410448},
  timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SavvaATK20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShinOKHF20,
  author    = {Kijung Shin and
               Sejoon Oh and
               Jisu Kim and
               Bryan Hooi and
               Christos Faloutsos},
  title     = {Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph
               Streams},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {2},
  pages     = {12:1--12:39},
  year      = {2020},
  url       = {https://doi.org/10.1145/3375392},
  doi       = {10.1145/3375392},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ShinOKHF20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SunCS20,
  author    = {Bintao Sun and
               T.{-}H. Hubert Chan and
               Mauro Sozio},
  title     = {Fully Dynamic Approximate k-Core Decomposition in Hypergraphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {4},
  pages     = {39:1--39:21},
  year      = {2020},
  url       = {https://doi.org/10.1145/3385416},
  doi       = {10.1145/3385416},
  timestamp = {Fri, 31 Jul 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SunCS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SunHHSLWHSJ20,
  author    = {Heli Sun and
               Fang He and
               Jianbin Huang and
               Yizhou Sun and
               Yang Li and
               Chenyu Wang and
               Liang He and
               Zhongbin Sun and
               Xiaolin Jia},
  title     = {Network Embedding for Community Detection in Attributed Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {3},
  pages     = {36:1--36:25},
  year      = {2020},
  url       = {https://doi.org/10.1145/3385415},
  doi       = {10.1145/3385415},
  timestamp = {Fri, 29 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SunHHSLWHSJ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TangLZDJ20,
  author    = {Lei Tang and
               Zihang Liu and
               Yaling Zhao and
               Zongtao Duan and
               Jingchi Jia},
  title     = {Efficient Ridesharing Framework for Ride-matching via Heterogeneous
               Network Embedding},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {3},
  pages     = {27:1--27:24},
  year      = {2020},
  url       = {https://doi.org/10.1145/3373839},
  doi       = {10.1145/3373839},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/TangLZDJ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Thirunavukarasu20,
  author    = {Balasubramaniam Thirunavukarasu and
               Richi Nayak and
               Chau Yuen},
  title     = {Efficient Nonnegative Tensor Factorization via Saturating Coordinate
               Descent},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {4},
  pages     = {40:1--40:28},
  year      = {2020},
  url       = {https://doi.org/10.1145/3385654},
  doi       = {10.1145/3385654},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/Thirunavukarasu20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangDDB20,
  author    = {Tingting Wang and
               Lei Duan and
               Guozhu Dong and
               Zhifeng Bao},
  title     = {Efficient Mining of Outlying Sequence Patterns for Analyzing Outlierness
               of Sequence Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {5},
  pages     = {62:1--62:26},
  year      = {2020},
  url       = {https://doi.org/10.1145/3399671},
  doi       = {10.1145/3399671},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangDDB20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangWWYY20,
  author    = {Changping Wang and
               Chaokun Wang and
               Zheng Wang and
               Xiaojun Ye and
               Philip S. Yu},
  title     = {Edge2vec: Edge-based Social Network Embedding},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {4},
  pages     = {45:1--45:24},
  year      = {2020},
  url       = {https://doi.org/10.1145/3391298},
  doi       = {10.1145/3391298},
  timestamp = {Fri, 31 Jul 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangWWYY20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XiaoYZZGD20,
  author    = {Keli Xiao and
               Zeyang Ye and
               Lihao Zhang and
               Wenjun Zhou and
               Yong Ge and
               Yuefan Deng},
  title     = {Multi-User Mobile Sequential Recommendation for Route Optimization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {5},
  pages     = {52:1--52:28},
  year      = {2020},
  url       = {https://doi.org/10.1145/3360048},
  doi       = {10.1145/3360048},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/XiaoYZZGD20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XiongL20,
  author    = {Hui Xiong and
               Chih{-}Jen Lin},
  title     = {Introduction to the Special Issue on the Best Papers from {KDD} 2018},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {5},
  pages     = {51e:1--51e:2},
  year      = {2020},
  url       = {https://doi.org/10.1145/3407901},
  doi       = {10.1145/3407901},
  timestamp = {Sat, 18 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/XiongL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuLTFZL20,
  author    = {Jiarong Xu and
               Yifan Luo and
               Jianrong Tao and
               Changjie Fan and
               Zhou Zhao and
               Jiangang Lu},
  title     = {{NGUARD+:} An Attention-based Game Bot Detection Framework via Player
               Behavior Sequences},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {6},
  pages     = {65:1--65:24},
  year      = {2020},
  url       = {https://doi.org/10.1145/3399711},
  doi       = {10.1145/3399711},
  timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/XuLTFZL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuSZY20,
  author    = {Yanan Xu and
               Yanyan Shen and
               Yanmin Zhu and
               Jiadi Yu},
  title     = {AR\({}^{\mbox{2}}\)Net: An Attentive Neural Approach for Business
               Location Selection with Satellite Data and Urban Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {2},
  pages     = {20:1--20:28},
  year      = {2020},
  url       = {https://doi.org/10.1145/3372406},
  doi       = {10.1145/3372406},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/XuSZY20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuYWHZYX20,
  author    = {Yuanbo Xu and
               Yongjian Yang and
               En Wang and
               Jiayu Han and
               Fuzhen Zhuang and
               Zhiwen Yu and
               Hui Xiong},
  title     = {Neural Serendipity Recommendation: Exploring the Balance between Accuracy
               and Novelty with Sparse Explicit Feedback},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {4},
  pages     = {50:1--50:25},
  year      = {2020},
  url       = {https://doi.org/10.1145/3396607},
  doi       = {10.1145/3396607},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/XuYWHZYX20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YanLHY20,
  author    = {Xiaoqiang Yan and
               Zhengzheng Lou and
               Shizhe Hu and
               Yangdong Ye},
  title     = {Multi-task Information Bottleneck Co-clustering for Unsupervised Cross-view
               Human Action Categorization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {2},
  pages     = {15:1--15:23},
  year      = {2020},
  url       = {https://doi.org/10.1145/3375394},
  doi       = {10.1145/3375394},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/YanLHY20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangMPH20,
  author    = {Yu Yang and
               Xiangbo Mao and
               Jian Pei and
               Xiaofei He},
  title     = {Continuous Influence Maximization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {3},
  pages     = {29:1--29:38},
  year      = {2020},
  url       = {https://doi.org/10.1145/3380928},
  doi       = {10.1145/3380928},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YangMPH20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZamzamiB20,
  author    = {Nuha Zamzami and
               Nizar Bouguila},
  title     = {Probabilistic Modeling for Frequency Vectors Using a Flexible Shifted-Scaled
               Dirichlet Distribution Prior},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {6},
  pages     = {69:1--69:35},
  year      = {2020},
  url       = {https://doi.org/10.1145/3406242},
  doi       = {10.1145/3406242},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZamzamiB20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangBLLZP20,
  author    = {Ping Zhang and
               Zhifeng Bao and
               Yuchen Li and
               Guoliang Li and
               Yipeng Zhang and
               Zhiyong Peng},
  title     = {Towards an Optimal Outdoor Advertising Placement: When a Budget Constraint
               Meets Moving Trajectories},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {5},
  pages     = {51:1--51:32},
  year      = {2020},
  url       = {https://doi.org/10.1145/3350488},
  doi       = {10.1145/3350488},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangBLLZP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangHT20,
  author    = {Chen Zhang and
               Steven C. H. Hoi and
               Fugee Tsung},
  title     = {Time-Warped Sparse Non-negative Factorization for Functional Data
               Analysis},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {6},
  pages     = {72:1--72:23},
  year      = {2020},
  url       = {https://doi.org/10.1145/3408313},
  doi       = {10.1145/3408313},
  timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangHT20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangTTXF20,
  author    = {Si Zhang and
               Hanghang Tong and
               Jie Tang and
               Jiejun Xu and
               Wei Fan},
  title     = {Incomplete Network Alignment: Problem Definitions and Fast Solutions},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {4},
  pages     = {38:1--38:26},
  year      = {2020},
  url       = {https://doi.org/10.1145/3384203},
  doi       = {10.1145/3384203},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangTTXF20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhaoWWH20,
  author    = {Peilin Zhao and
               Dayong Wang and
               Pengcheng Wu and
               Steven C. H. Hoi},
  title     = {A Unified Framework for Sparse Online Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {5},
  pages     = {59:1--59:20},
  year      = {2020},
  url       = {https://doi.org/10.1145/3361559},
  doi       = {10.1145/3361559},
  timestamp = {Sat, 18 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhaoWWH20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhouLYGL20,
  author    = {Xu Zhou and
               Kenli Li and
               ZhiBang Yang and
               Yunjun Gao and
               Keqin Li},
  title     = {Efficient Approaches to k Representative G-Skyline Queries},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {5},
  pages     = {58:1--58:27},
  year      = {2020},
  url       = {https://doi.org/10.1145/3397503},
  doi       = {10.1145/3397503},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhouLYGL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuLC20,
  author    = {Tianyu Zhu and
               Guannan Liu and
               Guoqing Chen},
  title     = {Social Collaborative Mutual Learning for Item Recommendation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {4},
  pages     = {43:1--43:19},
  year      = {2020},
  url       = {https://doi.org/10.1145/3387162},
  doi       = {10.1145/3387162},
  timestamp = {Fri, 31 Jul 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhuLC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuLYZZC20,
  author    = {Hongyuan Zhu and
               Qi Liu and
               Nicholas Jing Yuan and
               Kun Zhang and
               Guang Zhou and
               Enhong Chen},
  title     = {Pop Music Generation: From Melody to Multi-style Arrangement},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {5},
  pages     = {54:1--54:31},
  year      = {2020},
  url       = {https://doi.org/10.1145/3374915},
  doi       = {10.1145/3374915},
  timestamp = {Wed, 25 May 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhuLYZZC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuZZLLY20,
  author    = {Xiaofeng Zhu and
               Shichao Zhang and
               Jilian Zhang and
               Yonggang Li and
               Guangquan Lu and
               Yang Yang},
  title     = {Sparse Graph Connectivity for Image Segmentation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {4},
  pages     = {46:1--46:19},
  year      = {2020},
  url       = {https://doi.org/10.1145/3397188},
  doi       = {10.1145/3397188},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhuZZLLY20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuZZZY20,
  author    = {Xiaofeng Zhu and
               Shichao Zhang and
               Yonghua Zhu and
               Wei Zheng and
               Yang Yang},
  title     = {Self-weighted Multi-view Fuzzy Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {4},
  pages     = {48:1--48:17},
  year      = {2020},
  url       = {https://doi.org/10.1145/3396238},
  doi       = {10.1145/3396238},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhuZZZY20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZugnerBAG20,
  author    = {Daniel Z{\"{u}}gner and
               Oliver Borchert and
               Amir Akbarnejad and
               Stephan G{\"{u}}nnemann},
  title     = {Adversarial Attacks on Graph Neural Networks: Perturbations and their
               Patterns},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {14},
  number    = {5},
  pages     = {57:1--57:31},
  year      = {2020},
  url       = {https://doi.org/10.1145/3394520},
  doi       = {10.1145/3394520},
  timestamp = {Sat, 18 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZugnerBAG20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/0019HSSQW19,
  author    = {Yu Zhou and
               Jianbin Huang and
               Heli Sun and
               Yizhou Sun and
               Shaojie Qiao and
               Stephen Manko Wambura},
  title     = {Recurrent Meta-Structure for Robust Similarity Measure in Heterogeneous
               Information Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {6},
  pages     = {64:1--64:33},
  year      = {2019},
  url       = {https://doi.org/10.1145/3364226},
  doi       = {10.1145/3364226},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/0019HSSQW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AmelkinBS19,
  author    = {Victor Amelkin and
               Petko Bogdanov and
               Ambuj K. Singh},
  title     = {A Distance Measure for the Analysis of Polar Opinion Dynamics in Social
               Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {4},
  pages     = {38:1--38:34},
  year      = {2019},
  url       = {https://doi.org/10.1145/3332168},
  doi       = {10.1145/3332168},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/AmelkinBS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BartonBK19,
  author    = {Tom{\'{a}}s Barton and
               Tomas Bruna and
               Pavel Kord{\'{\i}}k},
  title     = {Chameleon 2: An Improved Graph-Based Clustering Algorithm},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {1},
  pages     = {10},
  year      = {2019},
  url       = {https://doi.org/10.1145/3299876},
  doi       = {10.1145/3299876},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BartonBK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Ben-GalWSB19,
  author    = {Irad Ben{-}Gal and
               Shahar Weinstock and
               Gonen Singer and
               Nicholas Bambos},
  title     = {Clustering Users by Their Mobility Behavioral Patterns},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {4},
  pages     = {45:1--45:28},
  year      = {2019},
  url       = {https://doi.org/10.1145/3322126},
  doi       = {10.1145/3322126},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/Ben-GalWSB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BergaminiBCMM19,
  author    = {Elisabetta Bergamini and
               Michele Borassi and
               Pierluigi Crescenzi and
               Andrea Marino and
               Henning Meyerhenke},
  title     = {Computing top-\emph{k} Closeness Centrality Faster in Unweighted Graphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {5},
  pages     = {53:1--53:40},
  year      = {2019},
  url       = {https://doi.org/10.1145/3344719},
  doi       = {10.1145/3344719},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BergaminiBCMM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CadenaCV19,
  author    = {Jose Cadena and
               Feng Chen and
               Anil Vullikanti},
  title     = {Near-Optimal and Practical Algorithms for Graph Scan Statistics with
               Connectivity Constraints},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {2},
  pages     = {20:1--20:33},
  year      = {2019},
  url       = {https://doi.org/10.1145/3309712},
  doi       = {10.1145/3309712},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/CadenaCV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenC19,
  author    = {Hung{-}Hsuan Chen and
               Pu Chen},
  title     = {Differentiating Regularization Weights - {A} Simple Mechanism to Alleviate
               Cold Start in Recommender Systems},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {1},
  pages     = {8:1--8:22},
  year      = {2019},
  url       = {https://doi.org/10.1145/3285954},
  doi       = {10.1145/3285954},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenLGSHY19,
  author    = {Haoran Chen and
               Jinghua Li and
               Junbin Gao and
               Yanfeng Sun and
               Yongli Hu and
               Baocai Yin},
  title     = {Maximally Correlated Principal Component Analysis Based on Deep Parameterization
               Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {4},
  pages     = {39:1--39:17},
  year      = {2019},
  url       = {https://doi.org/10.1145/3332183},
  doi       = {10.1145/3332183},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenLGSHY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ComitoFP19,
  author    = {Carmela Comito and
               Agostino Forestiero and
               Clara Pizzuti},
  title     = {Bursty Event Detection in Twitter Streams},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {4},
  pages     = {41:1--41:28},
  year      = {2019},
  url       = {https://doi.org/10.1145/3332185},
  doi       = {10.1145/3332185},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ComitoFP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CrescenziMQ19,
  author    = {Valter Crescenzi and
               Paolo Merialdo and
               Disheng Qiu},
  title     = {Hybrid Crowd-Machine Wrapper Inference},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {5},
  pages     = {51:1--51:43},
  year      = {2019},
  url       = {https://doi.org/10.1145/3344720},
  doi       = {10.1145/3344720},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/CrescenziMQ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DehghanA19,
  author    = {Mahdi Dehghan and
               Ahmad Ali Abin},
  title     = {Translations Diversification for Expert Finding: {A} Novel Clustering-based
               Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {3},
  pages     = {32:1--32:20},
  year      = {2019},
  url       = {https://doi.org/10.1145/3320489},
  doi       = {10.1145/3320489},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DehghanA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Dornaika19,
  author    = {Fadi Dornaika},
  title     = {Active Two Phase Collaborative Representation Classifier},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {4},
  pages     = {36:1--36:10},
  year      = {2019},
  url       = {https://doi.org/10.1145/3326919},
  doi       = {10.1145/3326919},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/Dornaika19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GallardoS19,
  author    = {Laura Fern{\'{a}}ndez Gallardo and
               Ramon Sanchez{-}Iborra},
  title     = {On the Impact of Voice Encoding and Transmission on the Predictions
               of Speaker Warmth and Attractiveness},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {4},
  pages     = {40:1--40:17},
  year      = {2019},
  url       = {https://doi.org/10.1145/3332146},
  doi       = {10.1145/3332146},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/GallardoS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GanLFCY19,
  author    = {Wensheng Gan and
               Jerry Chun{-}Wei Lin and
               Philippe Fournier{-}Viger and
               Han{-}Chieh Chao and
               Philip S. Yu},
  title     = {A Survey of Parallel Sequential Pattern Mining},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {3},
  pages     = {25:1--25:34},
  year      = {2019},
  url       = {https://doi.org/10.1145/3314107},
  doi       = {10.1145/3314107},
  timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/GanLFCY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GaoCLYCT19,
  author    = {Xiaofeng Gao and
               Zhenhao Cao and
               Sha Li and
               Bin Yao and
               Guihai Chen and
               Shaojie Tang},
  title     = {Taxonomy and Evaluation for Microblog Popularity Prediction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {2},
  pages     = {15:1--15:40},
  year      = {2019},
  url       = {https://doi.org/10.1145/3301303},
  doi       = {10.1145/3301303},
  timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GaoCLYCT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoCLWG19,
  author    = {Yumeng Guo and
               Fulai Chung and
               Guozheng Li and
               Jiancong Wang and
               James C. Gee},
  title     = {Leveraging Label-Specific Discriminant Mapping Features for Multi-Label
               Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {2},
  pages     = {24:1--24:23},
  year      = {2019},
  url       = {https://doi.org/10.1145/3319911},
  doi       = {10.1145/3319911},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GuoCLWG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HeSBH19,
  author    = {Kun He and
               Pan Shi and
               David Bindel and
               John E. Hopcroft},
  title     = {Krylov Subspace Approximation for Local Community Detection in Large
               Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {5},
  pages     = {52:1--52:30},
  year      = {2019},
  url       = {https://doi.org/10.1145/3340708},
  doi       = {10.1145/3340708},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HeSBH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HenzgenH19,
  author    = {Sascha Henzgen and
               Eyke H{\"{u}}llermeier},
  title     = {Mining Rank Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {6},
  pages     = {59:1--59:36},
  year      = {2019},
  url       = {https://doi.org/10.1145/3363572},
  doi       = {10.1145/3363572},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HenzgenH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HongLC19,
  author    = {Junyuan Hong and
               Yang Li and
               Huanhuan Chen},
  title     = {Variant Grassmann Manifolds: {A} Representation Augmentation Method
               for Action Recognition},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {2},
  pages     = {23:1--23:23},
  year      = {2019},
  url       = {https://doi.org/10.1145/3314203},
  doi       = {10.1145/3314203},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/HongLC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangXYWHB19,
  author    = {Yourong Huang and
               Zhu Xiao and
               Xiaoyou Yu and
               Dong Wang and
               Vincent Havyarimana and
               Jing Bai},
  title     = {Road Network Construction with Complex Intersections Based on Sparsely
               Sampled Private Car Trajectory Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {3},
  pages     = {35:1--35:28},
  year      = {2019},
  url       = {https://doi.org/10.1145/3326060},
  doi       = {10.1145/3326060},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuangXYWHB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/IqbalKK19,
  author    = {Mohsin Iqbal and
               Asim Karim and
               Faisal Kamiran},
  title     = {Balancing Prediction Errors for Robust Sentiment Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {3},
  pages     = {33:1--33:21},
  year      = {2019},
  url       = {https://doi.org/10.1145/3328795},
  doi       = {10.1145/3328795},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/IqbalKK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JaysawalH19,
  author    = {Bijay Prasad Jaysawal and
               Jen{-}Wei Huang},
  title     = {{PSP-AMS:} Progressive Mining of Sequential Patterns Across Multiple
               Streams},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {1},
  pages     = {5:1--5:23},
  year      = {2019},
  url       = {https://doi.org/10.1145/3281632},
  doi       = {10.1145/3281632},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JaysawalH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JhaXGZ19,
  author    = {Kishlay Jha and
               Guangxu Xun and
               Vishrawas Gopalakrishnan and
               Aidong Zhang},
  title     = {DWE-Med: Dynamic Word Embeddings for Medical Domain},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {2},
  pages     = {19:1--19:21},
  year      = {2019},
  url       = {https://doi.org/10.1145/3310254},
  doi       = {10.1145/3310254},
  timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/JhaXGZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiangLRYC19,
  author    = {Bingbing Jiang and
               Chang Li and
               Maarten de Rijke and
               Xin Yao and
               Huanhuan Chen},
  title     = {Probabilistic Feature Selection and Classification Vector Machine},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {2},
  pages     = {21:1--21:27},
  year      = {2019},
  url       = {https://doi.org/10.1145/3309541},
  doi       = {10.1145/3309541},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JiangLRYC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiangYD19,
  author    = {Fei Jiang and
               Guosheng Yin and
               Francesca Dominici},
  title     = {Bayesian Model Selection Approach to Multiple Change-Points Detection
               with Non-Local Prior Distributions},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {5},
  pages     = {48:1--48:17},
  year      = {2019},
  url       = {https://doi.org/10.1145/3340804},
  doi       = {10.1145/3340804},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JiangYD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JuSGADY19,
  author    = {Fujiao Ju and
               Yanfeng Sun and
               Junbin Gao and
               Michael Antolovich and
               Jun{-}Liang Dong and
               Baocai Yin},
  title     = {Tensorizing Restricted Boltzmann Machine},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {3},
  pages     = {30:1--30:16},
  year      = {2019},
  url       = {https://doi.org/10.1145/3321517},
  doi       = {10.1145/3321517},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JuSGADY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KatibRBK19,
  author    = {Anas Katib and
               Praveen Rao and
               Kobus Barnard and
               Charles A. Kamhoua},
  title     = {Fast Approximate Score Computation on Large-Scale Distributed Data
               for Learning Multinomial Bayesian Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {2},
  pages     = {14:1--14:40},
  year      = {2019},
  url       = {https://doi.org/10.1145/3301304},
  doi       = {10.1145/3301304},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/KatibRBK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LagreeCCM19,
  author    = {Paul Lagr{\'{e}}e and
               Olivier Capp{\'{e}} and
               Bogdan Cautis and
               Silviu Maniu},
  title     = {Algorithms for Online Influencer Marketing},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {1},
  pages     = {3:1--3:30},
  year      = {2019},
  url       = {https://doi.org/10.1145/3274670},
  doi       = {10.1145/3274670},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LagreeCCM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LeeRKAK19,
  author    = {John Boaz Lee and
               Ryan A. Rossi and
               Sungchul Kim and
               Nesreen K. Ahmed and
               Eunyee Koh},
  title     = {Attention Models in Graphs: {A} Survey},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {6},
  pages     = {62:1--62:25},
  year      = {2019},
  url       = {https://doi.org/10.1145/3363574},
  doi       = {10.1145/3363574},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LeeRKAK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LeeuwenCVSF19,
  author    = {Matthijs van Leeuwen and
               Polo Chau and
               Jilles Vreeken and
               Dafna Shahaf and
               Christos Faloutsos},
  title     = {Addendum to the Special Issue on Interactive Data Exploration and
               Analytics (TKDD, Vol. 12 Iss. 1)},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {1},
  pages     = {13:1--13:2},
  year      = {2019},
  url       = {https://doi.org/10.1145/3298786},
  doi       = {10.1145/3298786},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LeeuwenCVSF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LeiL19,
  author    = {Yu Lei and
               Wenjie Li},
  title     = {Interactive Recommendation with User-Specific Deep Reinforcement Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {6},
  pages     = {61:1--61:15},
  year      = {2019},
  url       = {https://doi.org/10.1145/3359554},
  doi       = {10.1145/3359554},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LeiL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiYGXL19,
  author    = {Qingyang Li and
               Zhiwen Yu and
               Bin Guo and
               Huang Xu and
               Xinjiang Lu},
  title     = {Housing Demand Estimation Based on Express Delivery Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {4},
  pages     = {43:1--43:25},
  year      = {2019},
  url       = {https://doi.org/10.1145/3332522},
  doi       = {10.1145/3332522},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiYGXL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuCF19,
  author    = {Chenyang Liu and
               Jian Cao and
               Shanshan Feng},
  title     = {Leveraging Kernel-Incorporated Matrix Factorization for App Recommendation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {3},
  pages     = {31:1--31:27},
  year      = {2019},
  url       = {https://doi.org/10.1145/3320482},
  doi       = {10.1145/3320482},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuCF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuSGZ19,
  author    = {Xiaoming Liu and
               Chao Shen and
               Xiaohong Guan and
               Yadong Zhou},
  title     = {Digger: Detect Similar Groups in Heterogeneous Social Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {1},
  pages     = {2:1--2:27},
  year      = {2019},
  url       = {https://doi.org/10.1145/3267106},
  doi       = {10.1145/3267106},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuSGZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuSZCL19,
  author    = {Shenghua Liu and
               Huawei Shen and
               Houdong Zheng and
               Xueqi Cheng and
               Xiangwen Liao},
  title     = {{CT} {LIS:} Learning Influences and Susceptibilities through Temporal
               Behaviors},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {6},
  pages     = {57:1--57:21},
  year      = {2019},
  url       = {https://doi.org/10.1145/3363570},
  doi       = {10.1145/3363570},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuSZCL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MaSCYKV19,
  author    = {Liang Ma and
               Mudhakar Srivatsa and
               Derya Cansever and
               Xifeng Yan and
               Sue Kase and
               Michelle Vanni},
  title     = {Performance Bounds of Decentralized Search in Expert Networks for
               Query Answering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {2},
  pages     = {18:1--18:23},
  year      = {2019},
  url       = {https://doi.org/10.1145/3300230},
  doi       = {10.1145/3300230},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MaSCYKV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MahmoudiYB19,
  author    = {Amin Mahmoudi and
               Mohd Ridzwan Yaakub and
               Azuraliza Abu Bakar},
  title     = {The Relationship between Online Social Network Ties and User Attributes},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {3},
  pages     = {26:1--26:15},
  year      = {2019},
  url       = {https://doi.org/10.1145/3314204},
  doi       = {10.1145/3314204},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/MahmoudiYB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MoghazHG19,
  author    = {Dror Mughaz and
               Yaakov HaCohen{-}Kerner and
               Dov M. Gabbay},
  title     = {Text Mining for Evaluating Authors' Birth and Death Years},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {1},
  pages     = {7:1--7:24},
  year      = {2019},
  url       = {https://doi.org/10.1145/3281631},
  doi       = {10.1145/3281631},
  timestamp = {Thu, 08 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MoghazHG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MuraiRTW19,
  author    = {Fabricio Murai and
               Bruno Ribeiro and
               Don Towsley and
               Pinghui Wang},
  title     = {Characterizing Directed and Undirected Networks via Multidimensional
               Walks with Jumps},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {1},
  pages     = {11:1--11:33},
  year      = {2019},
  url       = {https://doi.org/10.1145/3299877},
  doi       = {10.1145/3299877},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/MuraiRTW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/QiangCDWXW19,
  author    = {Jipeng Qiang and
               Ping Chen and
               Wei Ding and
               Tong Wang and
               Fei Xie and
               Xindong Wu},
  title     = {Heterogeneous-Length Text Topic Modeling for Reader-Aware Multi-Document
               Summarization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {4},
  pages     = {42:1--42:21},
  year      = {2019},
  url       = {https://doi.org/10.1145/3333030},
  doi       = {10.1145/3333030},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/QiangCDWXW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RoseberryK019,
  author    = {Martha Roseberry and
               Bartosz Krawczyk and
               Alberto Cano},
  title     = {Multi-Label Punitive kNN with Self-Adjusting Memory for Drifting Data
               Streams},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {6},
  pages     = {60:1--60:31},
  year      = {2019},
  url       = {https://doi.org/10.1145/3363573},
  doi       = {10.1145/3363573},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/RoseberryK019.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SahooHL19,
  author    = {Doyen Sahoo and
               Steven C. H. Hoi and
               Bin Li},
  title     = {Large Scale Online Multiple Kernel Regression with Application to
               Time-Series Prediction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {1},
  pages     = {9:1--9:33},
  year      = {2019},
  url       = {https://doi.org/10.1145/3299875},
  doi       = {10.1145/3299875},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/SahooHL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SajadmaneshBZR19,
  author    = {Sina Sajadmanesh and
               Sogol Bazargani and
               Jiawei Zhang and
               Hamid R. Rabiee},
  title     = {Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information
               Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {4},
  pages     = {44:1--44:31},
  year      = {2019},
  url       = {https://doi.org/10.1145/3333028},
  doi       = {10.1145/3333028},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/SajadmaneshBZR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SiddiquiFDW19,
  author    = {Md Amran Siddiqui and
               Alan Fern and
               Thomas G. Dietterich and
               Weng{-}Keen Wong},
  title     = {Sequential Feature Explanations for Anomaly Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {1},
  pages     = {1:1--1:22},
  year      = {2019},
  url       = {https://doi.org/10.1145/3230666},
  doi       = {10.1145/3230666},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SiddiquiFDW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SongGCH19,
  author    = {Qingquan Song and
               Hancheng Ge and
               James Caverlee and
               Xia Hu},
  title     = {Tensor Completion Algorithms in Big Data Analytics},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {1},
  pages     = {6:1--6:48},
  year      = {2019},
  url       = {https://doi.org/10.1145/3278607},
  doi       = {10.1145/3278607},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SongGCH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TaoLLDF19,
  author    = {Zhiqiang Tao and
               Hongfu Liu and
               Sheng Li and
               Zhengming Ding and
               Yun Fu},
  title     = {Robust Spectral Ensemble Clustering via Rank Minimization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {1},
  pages     = {4:1--4:25},
  year      = {2019},
  url       = {https://doi.org/10.1145/3278606},
  doi       = {10.1145/3278606},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/TaoLLDF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Tatti19,
  author    = {Nikolaj Tatti},
  title     = {Density-Friendly Graph Decomposition},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {5},
  pages     = {54:1--54:29},
  year      = {2019},
  url       = {https://doi.org/10.1145/3344210},
  doi       = {10.1145/3344210},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Tatti19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TeinemaaDRM19,
  author    = {Irene Teinemaa and
               Marlon Dumas and
               Marcello La Rosa and
               Fabrizio Maria Maggi},
  title     = {Outcome-Oriented Predictive Process Monitoring: Review and Benchmark},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {2},
  pages     = {17:1--17:57},
  year      = {2019},
  url       = {https://doi.org/10.1145/3301300},
  doi       = {10.1145/3301300},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/TeinemaaDRM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/VelosoAFZ19,
  author    = {Br{\'{a}}ulio Miranda Veloso and
               Renato M. Assun{\c{c}}{\~{a}}o and
               Anderson A. Ferreira and
               Nivio Ziviani},
  title     = {In Search of a Stochastic Model for the E-News Reader},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {6},
  pages     = {65:1--65:27},
  year      = {2019},
  url       = {https://doi.org/10.1145/3362695},
  doi       = {10.1145/3362695},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/VelosoAFZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangCL19,
  author    = {Zhitao Wang and
               Chengyao Chen and
               Wenjie Li},
  title     = {Information Diffusion Prediction with Network Regularized Role-based
               User Representation Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {3},
  pages     = {29:1--29:23},
  year      = {2019},
  url       = {https://doi.org/10.1145/3314106},
  doi       = {10.1145/3314106},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangCL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangLWWHZ019,
  author    = {Yuandong Wang and
               Xuelian Lin and
               Hua Wei and
               Tianyu Wo and
               Zhou Huang and
               Yong Zhang and
               Jie Xu},
  title     = {A Unified Framework with Multi-source Data for Predicting Passenger
               Demands of Ride Services},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {6},
  pages     = {56:1--56:24},
  year      = {2019},
  url       = {https://doi.org/10.1145/3355563},
  doi       = {10.1145/3355563},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangLWWHZ019.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangSDL19,
  author    = {Yun Wang and
               Guojie Song and
               Lun Du and
               Zhicong Lu},
  title     = {Real-Time Estimation of the Urban Air Quality with Mobile Sensor System},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {5},
  pages     = {49:11--49:19},
  year      = {2019},
  url       = {https://doi.org/10.1145/3356584},
  doi       = {10.1145/3356584},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangSDL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangWHW19,
  author    = {Huan Wang and
               Jia Wu and
               Wenbin Hu and
               Xindong Wu},
  title     = {Detecting and Assessing Anomalous Evolutionary Behaviors of Nodes
               in Evolving Social Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {1},
  pages     = {12:1--12:24},
  year      = {2019},
  url       = {https://doi.org/10.1145/3299886},
  doi       = {10.1145/3299886},
  timestamp = {Thu, 07 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangWHW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangYWY19,
  author    = {Zheng Wang and
               Xiaojun Ye and
               Chaokun Wang and
               Philip S. Yu},
  title     = {Feature Selection via Transferring Knowledge Across Different Classes},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {2},
  pages     = {22:1--22:29},
  year      = {2019},
  url       = {https://doi.org/10.1145/3314202},
  doi       = {10.1145/3314202},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangYWY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuLT19,
  author    = {Jimmy Ming{-}Tai Wu and
               Jerry Chun{-}Wei Lin and
               Ashish Tamrakar},
  title     = {High-Utility Itemset Mining with Effective Pruning Strategies},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {6},
  pages     = {58:1--58:22},
  year      = {2019},
  url       = {https://doi.org/10.1145/3363571},
  doi       = {10.1145/3363571},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WuLT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuZSY19,
  author    = {Yanan Xu and
               Yanmin Zhu and
               Yanyan Shen and
               Jiadi Yu},
  title     = {Fine-Grained Air Quality Inference with Remote Sensing Data and Ubiquitous
               Urban Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {5},
  pages     = {46:1--46:27},
  year      = {2019},
  url       = {https://doi.org/10.1145/3340847},
  doi       = {10.1145/3340847},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/XuZSY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XueXZ19,
  author    = {Yu Xue and
               Bing Xue and
               Mengjie Zhang},
  title     = {Self-Adaptive Particle Swarm Optimization for Large-Scale Feature
               Selection in Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {5},
  pages     = {50:1--50:27},
  year      = {2019},
  url       = {https://doi.org/10.1145/3340848},
  doi       = {10.1145/3340848},
  timestamp = {Wed, 11 May 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/XueXZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YanLWLW19,
  author    = {Ruidong Yan and
               Yi Li and
               Weili Wu and
               Deying Li and
               Yongcai Wang},
  title     = {Rumor Blocking through Online Link Deletion on Social Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {2},
  pages     = {16:1--16:26},
  year      = {2019},
  url       = {https://doi.org/10.1145/3301302},
  doi       = {10.1145/3301302},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/YanLWLW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangL019,
  author    = {Wangdong Yang and
               Kenli Li and
               Keqin Li},
  title     = {A Pipeline Computing Method of SpTV for Three-Order Tensors on {CPU}
               and {GPU}},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {6},
  pages     = {63:1--63:27},
  year      = {2019},
  url       = {https://doi.org/10.1145/3363575},
  doi       = {10.1145/3363575},
  timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YangL019.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangWRGJZLZ19,
  author    = {Wenmian Yang and
               Kun Wang and
               Na Ruan and
               Wenyuan Gao and
               Weijia Jia and
               Wei Zhao and
               Nan Liu and
               Yunyong Zhang},
  title     = {Time-Sync Video Tag Extraction Using Semantic Association Graph},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {4},
  pages     = {37:1--37:24},
  year      = {2019},
  url       = {https://doi.org/10.1145/3332932},
  doi       = {10.1145/3332932},
  timestamp = {Sat, 25 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YangWRGJZLZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangLZBL19,
  author    = {Xuchao Zhang and
               Shuo Lei and
               Liang Zhao and
               Arnold P. Boedihardjo and
               Chang{-}Tien Lu},
  title     = {Robust Regression via Heuristic Corruption Thresholding and Its Adaptive
               Estimation Variation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {3},
  pages     = {28:1--28:22},
  year      = {2019},
  url       = {https://doi.org/10.1145/3314105},
  doi       = {10.1145/3314105},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangLZBL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangWGCW19,
  author    = {Mingyue Zhang and
               Xuan Wei and
               Xunhua Guo and
               Guoqing Chen and
               Qiang Wei},
  title     = {Identifying Complements and Substitutes of Products: {A} Neural Network
               Framework Based on Product Embedding},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {3},
  pages     = {34:1--34:29},
  year      = {2019},
  url       = {https://doi.org/10.1145/3320277},
  doi       = {10.1145/3320277},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangWGCW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhouCL19,
  author    = {Xiren Zhou and
               Huanhuan Chen and
               Jinlong Li},
  title     = {Probabilistic Mixture Model for Mapping the Underground Pipes},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {5},
  pages     = {47:1--47:26},
  year      = {2019},
  url       = {https://doi.org/10.1145/3344721},
  doi       = {10.1145/3344721},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhouCL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhouYH19,
  author    = {Yao Zhou and
               Lei Ying and
               Jingrui He},
  title     = {Multi-task Crowdsourcing via an Optimization Framework},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {3},
  pages     = {27:1--27:26},
  year      = {2019},
  url       = {https://doi.org/10.1145/3310227},
  doi       = {10.1145/3310227},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhouYH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuCZQ19,
  author    = {Peisong Zhu and
               Zhuang Chen and
               Haojie Zheng and
               Tieyun Qian},
  title     = {Aspect Aware Learning for Aspect Category Sentiment Analysis},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {13},
  number    = {6},
  pages     = {55:1--55:21},
  year      = {2019},
  url       = {https://doi.org/10.1145/3350487},
  doi       = {10.1145/3350487},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhuCZQ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AltowimKM18,
  author    = {Yasser Altowim and
               Dmitri V. Kalashnikov and
               Sharad Mehrotra},
  title     = {ProgressER: Adaptive Progressive Approach to Relational Entity Resolution},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {3},
  pages     = {33:1--33:45},
  year      = {2018},
  url       = {https://doi.org/10.1145/3154410},
  doi       = {10.1145/3154410},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AltowimKM18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Amornbunchornvej18,
  author    = {Chainarong Amornbunchornvej and
               Ivan Brugere and
               Ariana Strandburg{-}Peshkin and
               Damien Farine and
               Margaret C. Crofoot and
               Tanya Y. Berger{-}Wolf},
  title     = {Coordination Event Detection and Initiator Identification in Time
               Series Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {5},
  pages     = {53:1--53:33},
  year      = {2018},
  url       = {https://doi.org/10.1145/3201406},
  doi       = {10.1145/3201406},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Amornbunchornvej18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BakermanPWFB18,
  author    = {Jordan Bakerman and
               Karl Pazdernik and
               Alyson G. Wilson and
               Geoffrey Fairchild and
               Rian Bahran},
  title     = {Twitter Geolocation: {A} Hybrid Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {3},
  pages     = {34:1--34:17},
  year      = {2018},
  url       = {https://doi.org/10.1145/3178112},
  doi       = {10.1145/3178112},
  timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BakermanPWFB18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BelcastroMTT18,
  author    = {Loris Belcastro and
               Fabrizio Marozzo and
               Domenico Talia and
               Paolo Trunfio},
  title     = {G-RoI: Automatic Region-of-Interest Detection Driven by Geotagged
               Social Media Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {3},
  pages     = {27:1--27:22},
  year      = {2018},
  url       = {https://doi.org/10.1145/3154411},
  doi       = {10.1145/3154411},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/BelcastroMTT18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BollegalaAMK18,
  author    = {Danushka Bollegala and
               Vincent Atanasov and
               Takanori Maehara and
               Ken{-}ichi Kawarabayashi},
  title     = {ClassiNet - Predicting Missing Features for Short-Text Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {5},
  pages     = {55:1--55:29},
  year      = {2018},
  url       = {https://doi.org/10.1145/3201578},
  doi       = {10.1145/3201578},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/BollegalaAMK18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BonabC18,
  author    = {Hamed R. Bonab and
               Fazli Can},
  title     = {{GOOWE:} Geometrically Optimum and Online-Weighted Ensemble Classifier
               for Evolving Data Streams},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {2},
  pages     = {25:1--25:33},
  year      = {2018},
  url       = {https://doi.org/10.1145/3139240},
  doi       = {10.1145/3139240},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/BonabC18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BressanCKLP18,
  author    = {Marco Bressan and
               Flavio Chierichetti and
               Ravi Kumar and
               Stefano Leucci and
               Alessandro Panconesi},
  title     = {Motif Counting Beyond Five Nodes},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {4},
  pages     = {48:1--48:25},
  year      = {2018},
  url       = {https://doi.org/10.1145/3186586},
  doi       = {10.1145/3186586},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BressanCKLP18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Chen18,
  author    = {Hung{-}Hsuan Chen},
  title     = {Behavior2Vec: Generating Distributed Representations of Users' Behaviors
               on Products for Recommender Systems},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {4},
  pages     = {43:1--43:20},
  year      = {2018},
  url       = {https://doi.org/10.1145/3184454},
  doi       = {10.1145/3184454},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/Chen18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenCLZ18,
  author    = {Chaochao Chen and
               Kevin Chen{-}Chuan Chang and
               Qibing Li and
               Xiaolin Zheng},
  title     = {Semi-supervised Learning Meets Factorization: Learning to Recommend
               with Chain Graph Model},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {6},
  pages     = {73:1--73:24},
  year      = {2018},
  url       = {https://doi.org/10.1145/3264745},
  doi       = {10.1145/3264745},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenCLZ18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenL18,
  author    = {Xiaowei Chen and
               John C. S. Lui},
  title     = {Mining Graphlet Counts in Online Social Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {4},
  pages     = {41:1--41:38},
  year      = {2018},
  url       = {https://doi.org/10.1145/3182392},
  doi       = {10.1145/3182392},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenL18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenZH18,
  author    = {Guangyong Chen and
               Fengyuan Zhu and
               Pheng{-}Ann Heng},
  title     = {Large-Scale Bayesian Probabilistic Matrix Factorization with Memo-Free
               Distributed Variational Inference},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {3},
  pages     = {31:1--31:24},
  year      = {2018},
  url       = {https://doi.org/10.1145/3161886},
  doi       = {10.1145/3161886},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenZH18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChiasseriniGL18,
  author    = {Carla{-}Fabiana Chiasserini and
               Michele Garetto and
               Emilio Leonardi},
  title     = {De-anonymizing Clustered Social Networks by Percolation Graph Matching},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {2},
  pages     = {21:1--21:39},
  year      = {2018},
  url       = {https://doi.org/10.1145/3127876},
  doi       = {10.1145/3127876},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChiasseriniGL18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChooKCLLLLKSSP18,
  author    = {Jaegul Choo and
               Hannah Kim and
               Edward Clarkson and
               Zhicheng Liu and
               Changhyun Lee and
               Fuxin Li and
               Hanseung Lee and
               Ramakrishnan Kannan and
               Charles D. Stolper and
               John T. Stasko and
               Haesun Park},
  title     = {VisIRR: {A} Visual Analytics System for Information Retrieval and
               Recommendation for Large-Scale Document Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {8:1--8:20},
  year      = {2018},
  url       = {https://doi.org/10.1145/3070616},
  doi       = {10.1145/3070616},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChooKCLLLLKSSP18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CostaO18,
  author    = {Gianni Costa and
               Riccardo Ortale},
  title     = {Mining Overlapping Communities and Inner Role Assignments through
               Bayesian Mixed-Membership Models of Networks with Context-Dependent
               Interactions},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {2},
  pages     = {18:1--18:32},
  year      = {2018},
  url       = {https://doi.org/10.1145/3106368},
  doi       = {10.1145/3106368},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/CostaO18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DattaA18,
  author    = {Srayan Datta and
               Eytan Adar},
  title     = {CommunityDiff: Visualizing Community Clustering Algorithms},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {11:1--11:34},
  year      = {2018},
  url       = {https://doi.org/10.1145/3047009},
  doi       = {10.1145/3047009},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/DattaA18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DiKSL18,
  author    = {Mingyang Di and
               Diego Klabjan and
               Long Sha and
               Patrick Lucey},
  title     = {Large-Scale Adversarial Sports Play Retrieval with Learning to Rank},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {6},
  pages     = {69:1--69:18},
  year      = {2018},
  url       = {https://doi.org/10.1145/3230667},
  doi       = {10.1145/3230667},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DiKSL18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/FondNG18,
  author    = {Timothy La Fond and
               Jennifer Neville and
               Brian Gallagher},
  title     = {Designing Size Consistent Statistics for Accurate Anomaly Detection
               in Dynamic Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {4},
  pages     = {46:1--46:49},
  year      = {2018},
  url       = {https://doi.org/10.1145/3185059},
  doi       = {10.1145/3185059},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/FondNG18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GalbrunM18,
  author    = {Esther Galbrun and
               Pauli Miettinen},
  title     = {Mining Redescriptions with Siren},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {6:1--6:30},
  year      = {2018},
  url       = {https://doi.org/10.1145/3007212},
  doi       = {10.1145/3007212},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GalbrunM18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Garcia-TrevinoH18,
  author    = {Edgar S. Garc{\'{\i}}a{-}Trevi{\~{n}}o and
               Muhammad Zaid Hameed and
               Javier A. Barria},
  title     = {Data Stream Evolution Diagnosis Using Recursive Wavelet Density Estimators},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {14:1--14:28},
  year      = {2018},
  url       = {https://doi.org/10.1145/3106369},
  doi       = {10.1145/3106369},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Garcia-TrevinoH18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HaoHZHM18,
  author    = {Shuji Hao and
               Peiying Hu and
               Peilin Zhao and
               Steven C. H. Hoi and
               Chunyan Miao},
  title     = {Online Active Learning with Expert Advice},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {5},
  pages     = {58:1--58:22},
  year      = {2018},
  url       = {https://doi.org/10.1145/3201604},
  doi       = {10.1145/3201604},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/HaoHZHM18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HeK18,
  author    = {Xinran He and
               David Kempe},
  title     = {Stability and Robustness in Influence Maximization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {6},
  pages     = {66:1--66:34},
  year      = {2018},
  url       = {https://doi.org/10.1145/3233227},
  doi       = {10.1145/3233227},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HeK18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuDQXLHC18,
  author    = {Guang{-}Neng Hu and
               Xinyu Dai and
               Feng{-}Yu Qiu and
               Rui Xia and
               Tao Li and
               Shujian Huang and
               Jiajun Chen},
  title     = {Collaborative Filtering with Topic and Social Latent Factors Incorporating
               Implicit Feedback},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {2},
  pages     = {23:1--23:30},
  year      = {2018},
  url       = {https://doi.org/10.1145/3127873},
  doi       = {10.1145/3127873},
  timestamp = {Thu, 25 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuDQXLHC18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangCCZMY18,
  author    = {Zhipeng Huang and
               Bogdan Cautis and
               Reynold Cheng and
               Yudian Zheng and
               Nikos Mamoulis and
               Jing Yan},
  title     = {Entity-Based Query Recommendation for Long-Tail Queries},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {6},
  pages     = {64:1--64:24},
  year      = {2018},
  url       = {https://doi.org/10.1145/3233186},
  doi       = {10.1145/3233186},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuangCCZMY18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangDTYCF18,
  author    = {Hong Huang and
               Yuxiao Dong and
               Jie Tang and
               Hongxia Yang and
               Nitesh V. Chawla and
               Xiaoming Fu},
  title     = {Will Triadic Closure Strengthen Ties in Social Networks?},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {3},
  pages     = {30:1--30:25},
  year      = {2018},
  url       = {https://doi.org/10.1145/3154399},
  doi       = {10.1145/3154399},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuangDTYCF18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangLZH18,
  author    = {Xiao Huang and
               Jundong Li and
               Na Zou and
               Xia Hu},
  title     = {A General Embedding Framework for Heterogeneous Information Learning
               in Large-Scale Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {6},
  pages     = {70:1--70:24},
  year      = {2018},
  url       = {https://doi.org/10.1145/3241063},
  doi       = {10.1145/3241063},
  timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuangLZH18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KamatN18,
  author    = {Niranjan Kamat and
               Arnab Nandi},
  title     = {A Session-Based Approach to Fast-But-Approximate Interactive Data
               Cube Exploration},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {9:1--9:26},
  year      = {2018},
  url       = {https://doi.org/10.1145/3070648},
  doi       = {10.1145/3070648},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/KamatN18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KaushalP18,
  author    = {Vishal Kaushal and
               Manasi S. Patwardhan},
  title     = {Emerging Trends in Personality Identification Using Online Social
               Networks - {A} Literature Survey},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {2},
  pages     = {15:1--15:30},
  year      = {2018},
  url       = {https://doi.org/10.1145/3070645},
  doi       = {10.1145/3070645},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/KaushalP18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KhodadadiHTR18,
  author    = {Ali Khodadadi and
               Seyyed Abbas Hosseini and
               Erfan Tavakoli and
               Hamid R. Rabiee},
  title     = {Continuous-Time User Modeling in Presence of Badges: {A} Probabilistic
               Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {3},
  pages     = {37:1--37:30},
  year      = {2018},
  url       = {https://doi.org/10.1145/3162050},
  doi       = {10.1145/3162050},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/KhodadadiHTR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiHKBH18,
  author    = {Yixuan Li and
               Kun He and
               Kyle Kloster and
               David Bindel and
               John E. Hopcroft},
  title     = {Local Spectral Clustering for Overlapping Community Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {2},
  pages     = {17:1--17:27},
  year      = {2018},
  url       = {https://doi.org/10.1145/3106370},
  doi       = {10.1145/3106370},
  timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiHKBH18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiQWDL18,
  author    = {Feijiang Li and
               Yuhua Qian and
               Jieting Wang and
               Chuangyin Dang and
               Bing Liu},
  title     = {Cluster's Quality Evaluation and Selective Clustering Ensemble},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {5},
  pages     = {60:1--60:27},
  year      = {2018},
  url       = {https://doi.org/10.1145/3211872},
  doi       = {10.1145/3211872},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiQWDL18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiSF18,
  author    = {Sheng Li and
               Ming Shao and
               Yun Fu},
  title     = {Multi-View Low-Rank Analysis with Applications to Outlier Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {3},
  pages     = {32:1--32:22},
  year      = {2018},
  url       = {https://doi.org/10.1145/3168363},
  doi       = {10.1145/3168363},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiSF18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiV18,
  author    = {Bo Li and
               Yevgeniy Vorobeychik},
  title     = {Evasion-Robust Classification on Binary Domains},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {4},
  pages     = {50:1--50:32},
  year      = {2018},
  url       = {https://doi.org/10.1145/3186282},
  doi       = {10.1145/3186282},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiV18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiWLW18,
  author    = {Pei{-}Pei Li and
               Haixun Wang and
               Hongsong Li and
               Xindong Wu},
  title     = {Employing Semantic Context for Sparse Information Extraction Assessment},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {5},
  pages     = {54:1--54:36},
  year      = {2018},
  url       = {https://doi.org/10.1145/3201407},
  doi       = {10.1145/3201407},
  timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiWLW18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiangANSP18,
  author    = {Jiongqian Liang and
               Deepak Ajwani and
               Patrick K. Nicholson and
               Alessandra Sala and
               Srinivasan Parthasarathy},
  title     = {Prioritized Relationship Analysis in Heterogeneous Information Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {3},
  pages     = {29:1--29:27},
  year      = {2018},
  url       = {https://doi.org/10.1145/3154401},
  doi       = {10.1145/3154401},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiangANSP18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LimJK18,
  author    = {Yongsub Lim and
               Minsoo Jung and
               U Kang},
  title     = {Memory-Efficient and Accurate Sampling for Counting Local Triangles
               in Graph Streams: From Simple to Multigraphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {4:1--4:28},
  year      = {2018},
  url       = {https://doi.org/10.1145/3022186},
  doi       = {10.1145/3022186},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LimJK18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinesTB18,
  author    = {Jason Lines and
               Sarah Taylor and
               Anthony J. Bagnall},
  title     = {Time Series Classification with {HIVE-COTE:} The Hierarchical Vote
               Collective of Transformation-Based Ensembles},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {5},
  pages     = {52:1--52:35},
  year      = {2018},
  url       = {https://doi.org/10.1145/3182382},
  doi       = {10.1145/3182382},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LinesTB18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuCGZB18,
  author    = {Xiaoli Liu and
               Peng Cao and
               Andr{\'{e}} R. Gon{\c{c}}alves and
               Dazhe Zhao and
               Arindam Banerjee},
  title     = {Modeling Alzheimer's Disease Progression with Fused Laplacian Sparse
               Group Lasso},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {6},
  pages     = {65:1--65:35},
  year      = {2018},
  url       = {https://doi.org/10.1145/3230668},
  doi       = {10.1145/3230668},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuCGZB18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuF18,
  author    = {Hongfu Liu and
               Yun Fu},
  title     = {Consensus Guided Multi-View Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {4},
  pages     = {42:1--42:21},
  year      = {2018},
  url       = {https://doi.org/10.1145/3182384},
  doi       = {10.1145/3182384},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuF18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LongWW18,
  author    = {Cheng Long and
               Raymond Chi{-}Wing Wong and
               Victor Junqiu Wei},
  title     = {Profit Maximization with Sufficient Customer Satisfactions},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {2},
  pages     = {19:1--19:34},
  year      = {2018},
  url       = {https://doi.org/10.1145/3110216},
  doi       = {10.1145/3110216},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LongWW18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MakkiCSBOMM18,
  author    = {Raheleh Makki and
               Eder J. de Carvalho and
               Axel J. Soto and
               Stephen Brooks and
               Maria Cristina Ferreira de Oliveira and
               Evangelos E. Milios and
               Rosane Minghim},
  title     = {ATR-Vis: Visual and Interactive Information Retrieval for Parliamentary
               Discussions in Twitter},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {3:1--3:33},
  year      = {2018},
  url       = {https://doi.org/10.1145/3047010},
  doi       = {10.1145/3047010},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MakkiCSBOMM18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MohammadiAHT18,
  author    = {Majid Mohammadi and
               Amir Ahooye Atashin and
               Wout Hofman and
               Yao{-}Hua Tan},
  title     = {Comparison of Ontology Alignment Systems Across Single Matching Task
               Via the McNemar's Test},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {4},
  pages     = {51:1--51:18},
  year      = {2018},
  url       = {https://doi.org/10.1145/3193573},
  doi       = {10.1145/3193573},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MohammadiAHT18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MorenoNK18,
  author    = {Sebasti{\'{a}}n Moreno and
               Jennifer Neville and
               Sergey Kirshner},
  title     = {Tied Kronecker Product Graph Models to Capture Variance in Network
               Populations},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {3},
  pages     = {35:1--35:40},
  year      = {2018},
  url       = {https://doi.org/10.1145/3161885},
  doi       = {10.1145/3161885},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/MorenoNK18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NesaGB18,
  author    = {Nashreen Nesa and
               Tania Ghosh and
               Indrajit Banerjee},
  title     = {iGRM: Improved Grey Relational Model and Its Ensembles for Occupancy
               Sensing in Internet of Things Applications},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {4},
  pages     = {47:1--47:23},
  year      = {2018},
  url       = {https://doi.org/10.1145/3186268},
  doi       = {10.1145/3186268},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/NesaGB18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NguyenTNP18,
  author    = {Minh{-}Tien Nguyen and
               Duc{-}Vu Tran and
               Le{-}Minh Nguyen and
               Xuan{-}Hieu Phan},
  title     = {Exploiting User Posts for Web Document Summarization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {4},
  pages     = {49:1--49:28},
  year      = {2018},
  url       = {https://doi.org/10.1145/3186566},
  doi       = {10.1145/3186566},
  timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/NguyenTNP18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PandoveGR18,
  author    = {Divya Pandove and
               Shivani Goel and
               Rinkle Rani},
  title     = {Systematic Review of Clustering High-Dimensional and Large Datasets},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {2},
  pages     = {16:1--16:68},
  year      = {2018},
  url       = {https://doi.org/10.1145/3132088},
  doi       = {10.1145/3132088},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/PandoveGR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ParkSPCMK18,
  author    = {Ha{-}Myung Park and
               Francesco Silvestri and
               Rasmus Pagh and
               Chin{-}Wan Chung and
               Sung{-}Hyon Myaeng and
               U Kang},
  title     = {Enumerating Trillion Subgraphs On Distributed Systems},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {6},
  pages     = {71:1--71:30},
  year      = {2018},
  url       = {https://doi.org/10.1145/3237191},
  doi       = {10.1145/3237191},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ParkSPCMK18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PengZWLZZT18,
  author    = {Min Peng and
               Jiahui Zhu and
               Hua Wang and
               Xuhui Li and
               Yanchun Zhang and
               Xiuzhen Zhang and
               Gang Tian},
  title     = {Mining Event-Oriented Topics in Microblog Stream with Unsupervised
               Multi-View Hierarchical Embedding},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {3},
  pages     = {38:1--38:26},
  year      = {2018},
  url       = {https://doi.org/10.1145/3173044},
  doi       = {10.1145/3173044},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/PengZWLZZT18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PerozziA18,
  author    = {Bryan Perozzi and
               Leman Akoglu},
  title     = {Discovering Communities and Anomalies in Attributed Graphs: Interactive
               Visual Exploration and Summarization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {2},
  pages     = {24:1--24:40},
  year      = {2018},
  url       = {https://doi.org/10.1145/3139241},
  doi       = {10.1145/3139241},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/PerozziA18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/QinSST18,
  author    = {Tian Qin and
               Wufan Shangguan and
               Guojie Song and
               Jie Tang},
  title     = {Spatio-Temporal Routine Mining on Mobile Phone Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {5},
  pages     = {56:1--56:24},
  year      = {2018},
  url       = {https://doi.org/10.1145/3201577},
  doi       = {10.1145/3201577},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/QinSST18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RamezaniKR18,
  author    = {Maryam Ramezani and
               Ali Khodadadi and
               Hamid R. Rabiee},
  title     = {Community Detection Using Diffusion Information},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {2},
  pages     = {20:1--20:22},
  year      = {2018},
  url       = {https://doi.org/10.1145/3110215},
  doi       = {10.1145/3110215},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/RamezaniKR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RayarBBV18,
  author    = {Fr{\'{e}}d{\'{e}}ric Rayar and
               Sabine Barrat and
               Fatma Bouali and
               Gilles Venturini},
  title     = {A Viewable Indexing Structure for the Interactive Exploration of Dynamic
               and Large Image Collections},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {2:1--2:26},
  year      = {2018},
  url       = {https://doi.org/10.1145/3047011},
  doi       = {10.1145/3047011},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/RayarBBV18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RiondatoU18,
  author    = {Matteo Riondato and
               Eli Upfal},
  title     = {{ABRA:} Approximating Betweenness Centrality in Static and Dynamic
               Graphs with Rademacher Averages},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {5},
  pages     = {61:1--61:38},
  year      = {2018},
  url       = {https://doi.org/10.1145/3208351},
  doi       = {10.1145/3208351},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/RiondatoU18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Romero-TrisM18,
  author    = {Cristina Romero{-}Tris and
               David Meg{\'{\i}}as},
  title     = {Protecting Privacy in Trajectories with a User-Centric Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {6},
  pages     = {67:1--67:27},
  year      = {2018},
  url       = {https://doi.org/10.1145/3233185},
  doi       = {10.1145/3233185},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Romero-TrisM18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SahaMK18,
  author    = {Sriparna Saha and
               Sayantan Mitra and
               Stefan Kramer},
  title     = {Exploring Multiobjective Optimization for Multiview Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {4},
  pages     = {44:1--44:30},
  year      = {2018},
  url       = {https://doi.org/10.1145/3182181},
  doi       = {10.1145/3182181},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SahaMK18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SantosPDG18,
  author    = {Ludovic Dos Santos and
               Benjamin Piwowarski and
               Ludovic Denoyer and
               Patrick Gallinari},
  title     = {Representation Learning for Classification in Heterogeneous Graphs
               with Application to Social Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {5},
  pages     = {62:1--62:33},
  year      = {2018},
  url       = {https://doi.org/10.1145/3201603},
  doi       = {10.1145/3201603},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SantosPDG18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SeninLWOGBCF18,
  author    = {Pavel Senin and
               Jessica Lin and
               Xing Wang and
               Tim Oates and
               Sunil Gandhi and
               Arnold P. Boedihardjo and
               Crystal Chen and
               Susan Frankenstein},
  title     = {GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series
               Patterns},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {10:1--10:28},
  year      = {2018},
  url       = {https://doi.org/10.1145/3051126},
  doi       = {10.1145/3051126},
  timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SeninLWOGBCF18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShiTDTT18,
  author    = {Lei Shi and
               Hanghang Tong and
               Madelaine Daianu and
               Feng Tian and
               Paul M. Thompson},
  title     = {Visual Analysis of Brain Networks Using Sparse Regression Models},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {5:1--5:30},
  year      = {2018},
  url       = {https://doi.org/10.1145/3023363},
  doi       = {10.1145/3023363},
  timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ShiTDTT18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShinHF18,
  author    = {Kijung Shin and
               Bryan Hooi and
               Christos Faloutsos},
  title     = {Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {3},
  pages     = {28:1--28:30},
  year      = {2018},
  url       = {https://doi.org/10.1145/3154414},
  doi       = {10.1145/3154414},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ShinHF18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SilvaDS18,
  author    = {Fabr{\'{\i}}cio A. Silva and
               Augusto C. S. A. Domingues and
               Thais R. M. Braga Silva},
  title     = {Discovering Mobile Application Usage Patterns from a Large-Scale Dataset},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {5},
  pages     = {59:1--59:36},
  year      = {2018},
  url       = {https://doi.org/10.1145/3209669},
  doi       = {10.1145/3209669},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/SilvaDS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TothC18,
  author    = {Edward Toth and
               Sanjay Chawla},
  title     = {GT{\(\Delta\)}: Detecting Temporal Changes in Group Stochastic Processes},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {4},
  pages     = {39:1--39:24},
  year      = {2018},
  url       = {https://doi.org/10.1145/3183346},
  doi       = {10.1145/3183346},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/TothC18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangCSCS18,
  author    = {Can Wang and
               Chi{-}Hung Chi and
               Zhong She and
               Longbing Cao and
               Bela Stantic},
  title     = {Coupled Clustering Ensemble by Exploring Data Interdependence},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {6},
  pages     = {63:1--63:38},
  year      = {2018},
  url       = {https://doi.org/10.1145/3230967},
  doi       = {10.1145/3230967},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangCSCS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangHGSY18,
  author    = {Boyue Wang and
               Yongli Hu and
               Junbin Gao and
               Yanfeng Sun and
               Baocai Yin},
  title     = {Partial Sum Minimization of Singular Values Representation on Grassmann
               Manifolds},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {13:1--13:22},
  year      = {2018},
  url       = {https://doi.org/10.1145/3092690},
  doi       = {10.1145/3092690},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangHGSY18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WenLP18,
  author    = {Xidao Wen and
               Yu{-}Ru Lin and
               Konstantinos Pelechrinis},
  title     = {Event Analytics via Discriminant Tensor Factorization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {6},
  pages     = {72:1--72:38},
  year      = {2018},
  url       = {https://doi.org/10.1145/3184455},
  doi       = {10.1145/3184455},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WenLP18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuA18,
  author    = {Xindong Wu and
               Charu C. Aggarwal},
  title     = {Editorial: {TKDD} Special Issue on Interactive Data Exploration and
               Analytics},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {1:1},
  year      = {2018},
  url       = {https://doi.org/10.1145/3181707},
  doi       = {10.1145/3181707},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WuA18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuNCVTR18,
  author    = {Hao Wu and
               Yue Ning and
               Prithwish Chakraborty and
               Jilles Vreeken and
               Nikolaj Tatti and
               Naren Ramakrishnan},
  title     = {Generating Realistic Synthetic Population Datasets},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {4},
  pages     = {45:1--45:22},
  year      = {2018},
  url       = {https://doi.org/10.1145/3182383},
  doi       = {10.1145/3182383},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WuNCVTR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuSMTNR18,
  author    = {Hao Wu and
               Maoyuan Sun and
               Peng Mi and
               Nikolaj Tatti and
               Chris North and
               Naren Ramakrishnan},
  title     = {Interactive Discovery of Coordinated Relationship Chains with Maximum
               Entropy Models},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {7:1--7:34},
  year      = {2018},
  url       = {https://doi.org/10.1145/3047017},
  doi       = {10.1145/3047017},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WuSMTNR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XieML18,
  author    = {Hong Xie and
               Richard T. B. Ma and
               John C. S. Lui},
  title     = {Enhancing Reputation via Price Discounts in E-Commerce Systems: {A}
               Data-Driven Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {3},
  pages     = {26:1--26:29},
  year      = {2018},
  url       = {https://doi.org/10.1145/3154417},
  doi       = {10.1145/3154417},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/XieML18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XieZXW18,
  author    = {Wei Xie and
               Feida Zhu and
               Jing Xiao and
               Jianzong Wang},
  title     = {Social Network Monitoring for Bursty Cascade Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {4},
  pages     = {40:1--40:24},
  year      = {2018},
  url       = {https://doi.org/10.1145/3178048},
  doi       = {10.1145/3178048},
  timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/XieZXW18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangTH18,
  author    = {Pei Yang and
               Qi Tan and
               Jingrui He},
  title     = {Function-on-Function Regression with Mode-Sparsity Regularization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {3},
  pages     = {36:1--36:23},
  year      = {2018},
  url       = {https://doi.org/10.1145/3178113},
  doi       = {10.1145/3178113},
  timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YangTH18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangTL18,
  author    = {Yang Yang and
               Jie Tang and
               Juanzi Li},
  title     = {Learning to Infer Competitive Relationships in Heterogeneous Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {1},
  pages     = {12:1--12:23},
  year      = {2018},
  url       = {https://doi.org/10.1145/3051127},
  doi       = {10.1145/3051127},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YangTL18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YingZHCT18,
  author    = {Josh Jia{-}Ching Ying and
               Ji Zhang and
               Che{-}Wei Huang and
               Kuan{-}Ta Chen and
               Vincent S. Tseng},
  title     = {\emph{FrauDetector}\({}^{\mbox{+}}\): An Incremental Graph-Mining
               Approach for Efficient Fraudulent Phone Call Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {6},
  pages     = {68:1--68:35},
  year      = {2018},
  url       = {https://doi.org/10.1145/3234943},
  doi       = {10.1145/3234943},
  timestamp = {Sun, 19 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YingZHCT18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangGC18,
  author    = {Ziqi Zhang and
               Jie Gao and
               Fabio Ciravegna},
  title     = {SemRe-Rank: Improving Automatic Term Extraction by Incorporating Semantic
               Relatedness with Personalised PageRank},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {5},
  pages     = {57:1--57:41},
  year      = {2018},
  url       = {https://doi.org/10.1145/3201408},
  doi       = {10.1145/3201408},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangGC18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhaoFWC18,
  author    = {Wayne Xin Zhao and
               Feifan Fan and
               Ji{-}Rong Wen and
               Edward Y. Chang},
  title     = {Joint Representation Learning for Location-Based Social Networks with
               Multi-Grained Sequential Contexts},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {12},
  number    = {2},
  pages     = {22:1--22:21},
  year      = {2018},
  url       = {https://doi.org/10.1145/3127875},
  doi       = {10.1145/3127875},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhaoFWC18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Aggarwal17,
  author    = {Charu C. Aggarwal},
  title     = {Introduction to Special Issue on the Best Papers from {KDD} 2016},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {4},
  pages     = {39:1--39:3},
  year      = {2017},
  url       = {https://doi.org/10.1145/3092689},
  doi       = {10.1145/3092689},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Aggarwal17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AlgizawyOE17,
  author    = {Essam Algizawy and
               Tetsuji Ogawa and
               Ahmed El{-}Mahdy},
  title     = {Real-Time Large-Scale Map Matching Using Mobile Phone Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {4},
  pages     = {52:1--52:38},
  year      = {2017},
  url       = {https://doi.org/10.1145/3046945},
  doi       = {10.1145/3046945},
  timestamp = {Tue, 21 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/AlgizawyOE17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Anagnostopoulos17,
  author    = {Christos Anagnostopoulos and
               Peter Triantafillou},
  title     = {Query-Driven Learning for Predictive Analytics of Data Subspace Cardinality},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {4},
  pages     = {47:1--47:46},
  year      = {2017},
  url       = {https://doi.org/10.1145/3059177},
  doi       = {10.1145/3059177},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Anagnostopoulos17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AndersonKM17,
  author    = {Ashton Anderson and
               Jon M. Kleinberg and
               Sendhil Mullainathan},
  title     = {Assessing Human Error Against a Benchmark of Perfection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {4},
  pages     = {45:1--45:25},
  year      = {2017},
  url       = {https://doi.org/10.1145/3046947},
  doi       = {10.1145/3046947},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AndersonKM17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BaeHWRH17,
  author    = {Seung{-}Hee Bae and
               Daniel Halperin and
               Jevin D. West and
               Martin Rosvall and
               Bill Howe},
  title     = {Scalable and Efficient Flow-Based Community Detection for Large-Scale
               Graph Analysis},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {3},
  pages     = {32:1--32:30},
  year      = {2017},
  url       = {https://doi.org/10.1145/2992785},
  doi       = {10.1145/2992785},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BaeHWRH17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BoutemineB17,
  author    = {Oualid Boutemine and
               Mohamed Bouguessa},
  title     = {Mining Community Structures in Multidimensional Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {4},
  pages     = {51:1--51:36},
  year      = {2017},
  url       = {https://doi.org/10.1145/3080574},
  doi       = {10.1145/3080574},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BoutemineB17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenTXYH17,
  author    = {Chen Chen and
               Hanghang Tong and
               Lei Xie and
               Lei Ying and
               Qing He},
  title     = {Cross-Dependency Inference in Multi-Layered Networks: {A} Collaborative
               Filtering Perspective},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {4},
  pages     = {42:1--42:26},
  year      = {2017},
  url       = {https://doi.org/10.1145/3056562},
  doi       = {10.1145/3056562},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenTXYH17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChengNZCJSZW17,
  author    = {Wei Cheng and
               Jingchao Ni and
               Kai Zhang and
               Haifeng Chen and
               Guofei Jiang and
               Yu Shi and
               Xiang Zhang and
               Wei Wang},
  title     = {Ranking Causal Anomalies for System Fault Diagnosis via Temporal and
               Dynamical Analysis on Vanishing Correlations},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {4},
  pages     = {40:1--40:28},
  year      = {2017},
  url       = {https://doi.org/10.1145/3046946},
  doi       = {10.1145/3046946},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChengNZCJSZW17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CostaYTTF17,
  author    = {Alceu Ferraz Costa and
               Yuto Yamaguchi and
               Agma Juci Machado Traina and
               Caetano Traina Jr. and
               Christos Faloutsos},
  title     = {Modeling Temporal Activity to Detect Anomalous Behavior in Social
               Media},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {4},
  pages     = {49:1--49:23},
  year      = {2017},
  url       = {https://doi.org/10.1145/3064884},
  doi       = {10.1145/3064884},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/CostaYTTF17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/FengCWQ17,
  author    = {Shanshan Feng and
               Jian Cao and
               Jie Wang and
               Shiyou Qian},
  title     = {Recommendations Based on Comprehensively Exploiting the Latent Factors
               Hidden in Items' Ratings and Content},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {3},
  pages     = {35:1--35:27},
  year      = {2017},
  url       = {https://doi.org/10.1145/3003728},
  doi       = {10.1145/3003728},
  timestamp = {Sun, 28 Feb 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/FengCWQ17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/FountoulakisKKD17,
  author    = {Kimon Fountoulakis and
               Abhisek Kundu and
               Eugenia{-}Maria Kontopoulou and
               Petros Drineas},
  title     = {A Randomized Rounding Algorithm for Sparse {PCA}},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {3},
  pages     = {38:1--38:26},
  year      = {2017},
  url       = {https://doi.org/10.1145/3046948},
  doi       = {10.1145/3046948},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/FountoulakisKKD17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoWZZ17,
  author    = {Ting Guo and
               Jia Wu and
               Xingquan Zhu and
               Chengqi Zhang},
  title     = {Combining Structured Node Content and Topology Information for Networked
               Graph Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {3},
  pages     = {29:1--29:29},
  year      = {2017},
  url       = {https://doi.org/10.1145/2996197},
  doi       = {10.1145/2996197},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GuoWZZ17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HooiSSBSF17,
  author    = {Bryan Hooi and
               Kijung Shin and
               Hyun Ah Song and
               Alex Beutel and
               Neil Shah and
               Christos Faloutsos},
  title     = {Graph-Based Fraud Detection in the Face of Camouflage},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {4},
  pages     = {44:1--44:26},
  year      = {2017},
  url       = {https://doi.org/10.1145/3056563},
  doi       = {10.1145/3056563},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/HooiSSBSF17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuCLL17,
  author    = {Xutong Liu and
               Feng Chen and
               Yen{-}Cheng Lu and
               Chang{-}Tien Lu},
  title     = {Spatial Prediction for Multivariate Non-Gaussian Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {3},
  pages     = {36:1--36:27},
  year      = {2017},
  url       = {https://doi.org/10.1145/3022669},
  doi       = {10.1145/3022669},
  timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuCLL17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuFCXC17,
  author    = {Guannan Liu and
               Yanjie Fu and
               Guoqing Chen and
               Hui Xiong and
               Can Chen},
  title     = {Modeling Buying Motives for Personalized Product Bundle Recommendation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {3},
  pages     = {28:1--28:26},
  year      = {2017},
  url       = {https://doi.org/10.1145/3022185},
  doi       = {10.1145/3022185},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuFCXC17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuXYCXZY17,
  author    = {Qi Liu and
               Biao Xiang and
               Nicholas Jing Yuan and
               Enhong Chen and
               Hui Xiong and
               Yi Zheng and
               Yu Yang},
  title     = {An Influence Propagation View of PageRank},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {3},
  pages     = {30:1--30:30},
  year      = {2017},
  url       = {https://doi.org/10.1145/3046941},
  doi       = {10.1145/3046941},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuXYCXZY17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PengKHCC17,
  author    = {Chong Peng and
               Zhao Kang and
               Yunhong Hu and
               Jie Cheng and
               Qiang Cheng},
  title     = {Robust Graph Regularized Nonnegative Matrix Factorization for Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {3},
  pages     = {33:1--33:30},
  year      = {2017},
  url       = {https://doi.org/10.1145/3003730},
  doi       = {10.1145/3003730},
  timestamp = {Thu, 23 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/PengKHCC17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RozenshteinTG17,
  author    = {Polina Rozenshtein and
               Nikolaj Tatti and
               Aristides Gionis},
  title     = {Finding Dynamic Dense Subgraphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {3},
  pages     = {27:1--27:30},
  year      = {2017},
  url       = {https://doi.org/10.1145/3046791},
  doi       = {10.1145/3046791},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/RozenshteinTG17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SariyuceKSC17,
  author    = {Ahmet Erdem Sariy{\"{u}}ce and
               Kamer Kaya and
               Erik Saule and
               {\"{U}}mit V. {\c{C}}ataly{\"{u}}rek},
  title     = {Graph Manipulations for Fast Centrality Computation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {3},
  pages     = {26:1--26:25},
  year      = {2017},
  url       = {https://doi.org/10.1145/3022668},
  doi       = {10.1145/3022668},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SariyuceKSC17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/StefaniERU17,
  author    = {Lorenzo De Stefani and
               Alessandro Epasto and
               Matteo Riondato and
               Eli Upfal},
  title     = {TRI{\`{E}}ST: Counting Local and Global Triangles in Fully Dynamic
               Streams with Fixed Memory Size},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {4},
  pages     = {43:1--43:50},
  year      = {2017},
  url       = {https://doi.org/10.1145/3059194},
  doi       = {10.1145/3059194},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/StefaniERU17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TangAJY17,
  author    = {Xun Tang and
               Maha Alabduljalil and
               Xin Jin and
               Tao Yang},
  title     = {Partitioned Similarity Search with Cache-Conscious Data Traversal},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {3},
  pages     = {34:1--34:38},
  year      = {2017},
  url       = {https://doi.org/10.1145/3014060},
  doi       = {10.1145/3014060},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/TangAJY17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/VosoughiMR17,
  author    = {Soroush Vosoughi and
               Mostafa 'Neo' Mohsenvand and
               Deb Roy},
  title     = {Rumor Gauge: Predicting the Veracity of Rumors on Twitter},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {4},
  pages     = {50:1--50:36},
  year      = {2017},
  url       = {https://doi.org/10.1145/3070644},
  doi       = {10.1145/3070644},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/VosoughiMR17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangLCYSL17,
  author    = {Sen Wang and
               Xue Li and
               Xiaojun Chang and
               Lina Yao and
               Quan Z. Sheng and
               Guodong Long},
  title     = {Learning Multiple Diagnosis Codes for {ICU} Patients with Local Disease
               Correlation Mining},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {3},
  pages     = {31:1--31:21},
  year      = {2017},
  url       = {https://doi.org/10.1145/3003729},
  doi       = {10.1145/3003729},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangLCYSL17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangSCYC17,
  author    = {Yihan Wang and
               Shaoxu Song and
               Lei Chen and
               Jeffrey Xu Yu and
               Hong Cheng},
  title     = {Discovering Conditional Matching Rules},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {4},
  pages     = {46:1--46:38},
  year      = {2017},
  url       = {https://doi.org/10.1145/3070647},
  doi       = {10.1145/3070647},
  timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangSCYC17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangYGKY17,
  author    = {Liang Wang and
               Zhiwen Yu and
               Bin Guo and
               Tao Ku and
               Fei Yi},
  title     = {Moving Destination Prediction Using Sparse Dataset: {A} Mobility Gradient
               Descent Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {3},
  pages     = {37:1--37:33},
  year      = {2017},
  url       = {https://doi.org/10.1145/3051128},
  doi       = {10.1145/3051128},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangYGKY17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuHMY17,
  author    = {Yue Wu and
               Steven C. H. Hoi and
               Tao Mei and
               Nenghai Yu},
  title     = {Large-Scale Online Feature Selection for Ultra-High Dimensional Sparse
               Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {4},
  pages     = {48:1--48:22},
  year      = {2017},
  url       = {https://doi.org/10.1145/3070646},
  doi       = {10.1145/3070646},
  timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WuHMY17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangCFLYZY17,
  author    = {Tianyang Zhang and
               Peng Cui and
               Christos Faloutsos and
               Yunfei Lu and
               Hao Ye and
               Wenwu Zhu and
               Shiqiang Yang},
  title     = {comeNgo: {A} Dynamic Model for Social Group Evolution},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {4},
  pages     = {41:1--41:22},
  year      = {2017},
  url       = {https://doi.org/10.1145/3059214},
  doi       = {10.1145/3059214},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangCFLYZY17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AfratiDKSU16,
  author    = {Foto N. Afrati and
               Shlomi Dolev and
               Ephraim Korach and
               Shantanu Sharma and
               Jeffrey D. Ullman},
  title     = {Assignment Problems of Different-Sized Inputs in MapReduce},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {2},
  pages     = {18:1--18:35},
  year      = {2016},
  url       = {https://doi.org/10.1145/2987376},
  doi       = {10.1145/2987376},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AfratiDKSU16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AngiulliF16,
  author    = {Fabrizio Angiulli and
               Fabio Fassetti},
  title     = {Toward Generalizing the Unification with Statistical Outliers: The
               Gradient Outlier Factor Measure},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {3},
  pages     = {27:1--27:26},
  year      = {2016},
  url       = {https://doi.org/10.1145/2829956},
  doi       = {10.1145/2829956},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AngiulliF16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChakrabortySGMB16,
  author    = {Tanmoy Chakraborty and
               Sriram Srinivasan and
               Niloy Ganguly and
               Animesh Mukherjee and
               Sanjukta Bhowmick},
  title     = {Permanence and Community Structure in Complex Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {2},
  pages     = {14:1--14:34},
  year      = {2016},
  url       = {https://doi.org/10.1145/2953883},
  doi       = {10.1145/2953883},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChakrabortySGMB16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChangNYZH16,
  author    = {Xiaojun Chang and
               Feiping Nie and
               Yi Yang and
               Chengqi Zhang and
               Heng Huang},
  title     = {Convex Sparse {PCA} for Unsupervised Feature Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {1},
  pages     = {3:1--3:16},
  year      = {2016},
  url       = {https://doi.org/10.1145/2910585},
  doi       = {10.1145/2910585},
  timestamp = {Wed, 27 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChangNYZH16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChangYOL16,
  author    = {Yi Chang and
               Makoto Yamada and
               Antonio Ortega and
               Yan Liu},
  title     = {Lifecycle Modeling for Buzz Temporal Pattern Discovery},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {2},
  pages     = {20:1--20:24},
  year      = {2016},
  url       = {https://doi.org/10.1145/2994605},
  doi       = {10.1145/2994605},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChangYOL16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenTPEFF16,
  author    = {Chen Chen and
               Hanghang Tong and
               B. Aditya Prakash and
               Tina Eliassi{-}Rad and
               Michalis Faloutsos and
               Christos Faloutsos},
  title     = {Eigen-Optimization on Large Graphs by Edge Manipulation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {49:1--49:30},
  year      = {2016},
  url       = {https://doi.org/10.1145/2903148},
  doi       = {10.1145/2903148},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenTPEFF16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChengGZW16,
  author    = {Wei Cheng and
               Zhishan Guo and
               Xiang Zhang and
               Wei Wang},
  title     = {{CGC:} {A} Flexible and Robust Approach to Integrating Co-Regularized
               Multi-Domain Graph for Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {46:1--46:27},
  year      = {2016},
  url       = {https://doi.org/10.1145/2903147},
  doi       = {10.1145/2903147},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChengGZW16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CrescenziDSV16,
  author    = {Pierluigi Crescenzi and
               Gianlorenzo D'Angelo and
               Lorenzo Severini and
               Yllka Velaj},
  title     = {Greedily Improving Our Own Closeness Centrality in a Network},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {1},
  pages     = {9:1--9:32},
  year      = {2016},
  url       = {https://doi.org/10.1145/2953882},
  doi       = {10.1145/2953882},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/CrescenziDSV16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CuiTZ16,
  author    = {Licong Cui and
               Shiqiang Tao and
               Guo{-}Qiang Zhang},
  title     = {Biomedical Ontology Quality Assurance Using a Big Data Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {41:1--41:28},
  year      = {2016},
  url       = {https://doi.org/10.1145/2768830},
  doi       = {10.1145/2768830},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/CuiTZ16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DuarteGB16,
  author    = {Jo{\~{a}}o Duarte and
               Jo{\~{a}}o Gama and
               Albert Bifet},
  title     = {Adaptive Model Rules From High-Speed Data Streams},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {3},
  pages     = {30:1--30:22},
  year      = {2016},
  url       = {https://doi.org/10.1145/2829955},
  doi       = {10.1145/2829955},
  timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/DuarteGB16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/FuXGZYZ16,
  author    = {Yanjie Fu and
               Hui Xiong and
               Yong Ge and
               Yu Zheng and
               Zijun Yao and
               Zhi{-}Hua Zhou},
  title     = {Modeling of Geographic Dependencies for Real Estate Ranking},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {1},
  pages     = {11:1--11:27},
  year      = {2016},
  url       = {https://doi.org/10.1145/2934692},
  doi       = {10.1145/2934692},
  timestamp = {Tue, 09 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/FuXGZYZ16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GaoJ16,
  author    = {Zekai J. Gao and
               Chris Jermaine},
  title     = {Distributed Algorithms for Computing Very Large Thresholded Covariance
               Matrices},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {2},
  pages     = {12:1--12:25},
  year      = {2016},
  url       = {https://doi.org/10.1145/2935750},
  doi       = {10.1145/2935750},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GaoJ16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GrabockaSS16,
  author    = {Josif Grabocka and
               Nicolas Schilling and
               Lars Schmidt{-}Thieme},
  title     = {Latent Time-Series Motifs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {1},
  pages     = {6:1--6:20},
  year      = {2016},
  url       = {https://doi.org/10.1145/2940329},
  doi       = {10.1145/2940329},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GrabockaSS16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoZXF16,
  author    = {Zhen Guo and
               Zhongfei (Mark) Zhang and
               Eric P. Xing and
               Christos Faloutsos},
  title     = {Multimodal Data Mining in a Multimedia Database Based on Structured
               Max Margin Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {3},
  pages     = {23:1--23:30},
  year      = {2016},
  url       = {https://doi.org/10.1145/2742549},
  doi       = {10.1145/2742549},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GuoZXF16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiangCBFY16,
  author    = {Meng Jiang and
               Peng Cui and
               Alex Beutel and
               Christos Faloutsos and
               Shiqiang Yang},
  title     = {Catching Synchronized Behaviors in Large Networks: {A} Graph Mining
               Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {35:1--35:27},
  year      = {2016},
  url       = {https://doi.org/10.1145/2746403},
  doi       = {10.1145/2746403},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JiangCBFY16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KohR16,
  author    = {Yun Sing Koh and
               Sri Devi Ravana},
  title     = {Unsupervised Rare Pattern Mining: {A} Survey},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {45:1--45:29},
  year      = {2016},
  url       = {https://doi.org/10.1145/2898359},
  doi       = {10.1145/2898359},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/KohR16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KoutraSVGF16,
  author    = {Danai Koutra and
               Neil Shah and
               Joshua T. Vogelstein and
               Brian Gallagher and
               Christos Faloutsos},
  title     = {DeltaCon: Principled Massive-Graph Similarity Function with Attribution},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {3},
  pages     = {28:1--28:43},
  year      = {2016},
  url       = {https://doi.org/10.1145/2824443},
  doi       = {10.1145/2824443},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/KoutraSVGF16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KumarBRPLCG16,
  author    = {Dheeraj Kumar and
               James C. Bezdek and
               Sutharshan Rajasegarar and
               Marimuthu Palaniswami and
               Christopher Leckie and
               Jeffrey Chan and
               Jayavardhana Gubbi},
  title     = {Adaptive Cluster Tendency Visualization and Anomaly Detection for
               Streaming Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {2},
  pages     = {24:1--24:40},
  year      = {2016},
  url       = {https://doi.org/10.1145/2997656},
  doi       = {10.1145/2997656},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/KumarBRPLCG16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiLW16,
  author    = {Xiang Li and
               Charles X. Ling and
               Huaimin Wang},
  title     = {The Convergence Behavior of Naive Bayes on Large Sparse Datasets},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {1},
  pages     = {10:1--10:24},
  year      = {2016},
  url       = {https://doi.org/10.1145/2948068},
  doi       = {10.1145/2948068},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiLW16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuWGWXE16,
  author    = {Bin Liu and
               Yao Wu and
               Neil Zhenqiang Gong and
               Junjie Wu and
               Hui Xiong and
               Martin Ester},
  title     = {Structural Analysis of User Choices for Mobile App Recommendation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {2},
  pages     = {17:1--17:23},
  year      = {2016},
  url       = {https://doi.org/10.1145/2983533},
  doi       = {10.1145/2983533},
  timestamp = {Mon, 31 Oct 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuWGWXE16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuWY16,
  author    = {Yashu Liu and
               Jie Wang and
               Jieping Ye},
  title     = {An Efficient Algorithm For Weak Hierarchical Lasso},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {3},
  pages     = {32:1--32:24},
  year      = {2016},
  url       = {https://doi.org/10.1145/2791295},
  doi       = {10.1145/2791295},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuWY16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LorenzettiMLMR16,
  author    = {Carlos M. Lorenzetti and
               Ana Gabriela Maguitman and
               David Leake and
               Filippo Menczer and
               Thomas Reichherzer},
  title     = {Mining for Topics to Suggest Knowledge Model Extensions},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {2},
  pages     = {23:1--23:30},
  year      = {2016},
  url       = {https://doi.org/10.1145/2997657},
  doi       = {10.1145/2997657},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LorenzettiMLMR16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LuZD16,
  author    = {Faming Lu and
               Qingtian Zeng and
               Hua Duan},
  title     = {Synchronization-Core-Based Discovery of Processes with Decomposable
               Cyclic Dependencies},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {3},
  pages     = {31:1--31:29},
  year      = {2016},
  url       = {https://doi.org/10.1145/2845086},
  doi       = {10.1145/2845086},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LuZD16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/McDowellA16,
  author    = {Luke K. McDowell and
               David W. Aha},
  title     = {Leveraging Neighbor Attributes for Classification in Sparsely Labeled
               Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {1},
  pages     = {2:1--2:37},
  year      = {2016},
  url       = {https://doi.org/10.1145/2898358},
  doi       = {10.1145/2898358},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/McDowellA16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MyersFRJ16,
  author    = {Risa B. Myers and
               John C. Frenzel and
               Joseph R. Ruiz and
               Christopher M. Jermaine},
  title     = {Do Anesthesiologists Know What They Are Doing? Mining a Surgical Time-Series
               Database to Correlate Expert Assessment with Outcomes},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {3},
  pages     = {24:1--24:27},
  year      = {2016},
  url       = {https://doi.org/10.1145/2822897},
  doi       = {10.1145/2822897},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/MyersFRJ16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NamataLG16,
  author    = {Galileo Mark S. Namata Jr. and
               Ben London and
               Lise Getoor},
  title     = {Collective Graph Identification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {3},
  pages     = {25:1--25:36},
  year      = {2016},
  url       = {https://doi.org/10.1145/2818378},
  doi       = {10.1145/2818378},
  timestamp = {Wed, 19 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/NamataLG16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PeiFTR16,
  author    = {Yuanli Pei and
               Xiaoli Z. Fern and
               Teresa Vania Tjahja and
               R{\'{o}}mer Rosales},
  title     = {Comparing Clustering with Pairwise and Relative Constraints: {A} Unified
               Framework},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {2},
  pages     = {22:1--22:26},
  year      = {2016},
  url       = {https://doi.org/10.1145/2996467},
  doi       = {10.1145/2996467},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/PeiFTR16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Prat-PerezDBL16,
  author    = {Arnau Prat{-}P{\'{e}}rez and
               David Dominguez{-}Sal and
               Josep M. Brunat and
               Josep Llu{\'{\i}}s Larriba{-}Pey},
  title     = {Put Three and Three Together: Triangle-Driven Community Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {3},
  pages     = {22:1--22:42},
  year      = {2016},
  url       = {https://doi.org/10.1145/2775108},
  doi       = {10.1145/2775108},
  timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/Prat-PerezDBL16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/QiaoXBT16,
  author    = {Maoying Qiao and
               Richard Yi Da Xu and
               Wei Bian and
               Dacheng Tao},
  title     = {Fast Sampling for Time-Varying Determinantal Point Processes},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {1},
  pages     = {8:1--8:24},
  year      = {2016},
  url       = {https://doi.org/10.1145/2943785},
  doi       = {10.1145/2943785},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/QiaoXBT16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RayanaA16,
  author    = {Shebuti Rayana and
               Leman Akoglu},
  title     = {Less is More: Building Selective Anomaly Ensembles},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {42:1--42:33},
  year      = {2016},
  url       = {https://doi.org/10.1145/2890508},
  doi       = {10.1145/2890508},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/RayanaA16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Rowe16,
  author    = {Matthew Rowe},
  title     = {Mining User Development Signals for Online Community Churner Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {3},
  pages     = {21:1--21:28},
  year      = {2016},
  url       = {https://doi.org/10.1145/2798730},
  doi       = {10.1145/2798730},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Rowe16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShaoYDS016,
  author    = {Junming Shao and
               Qinli Yang and
               Hoang{-}Vu Dang and
               Bertil Schmidt and
               Stefan Kramer},
  title     = {Scalable Clustering by Iterative Partitioning and Point Attractor
               Representation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {1},
  pages     = {5:1--5:23},
  year      = {2016},
  url       = {https://doi.org/10.1145/2934688},
  doi       = {10.1145/2934688},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ShaoYDS016.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShenYLC16,
  author    = {Chih{-}Ya Shen and
               De{-}Nian Yang and
               Wang{-}Chien Lee and
               Ming{-}Syan Chen},
  title     = {Spatial-Proximity Optimization for Rapid Task Group Deployment},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {47:1--47:36},
  year      = {2016},
  url       = {https://doi.org/10.1145/2818714},
  doi       = {10.1145/2818714},
  timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ShenYLC16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SmithZLP16,
  author    = {Laura M. Smith and
               Linhong Zhu and
               Kristina Lerman and
               Allon G. Percus},
  title     = {Partitioning Networks with Node Attributes by Compressing Information
               Flow},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {2},
  pages     = {15:1--15:26},
  year      = {2016},
  url       = {https://doi.org/10.1145/2968451},
  doi       = {10.1145/2968451},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SmithZLP16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SubbianAS16,
  author    = {Karthik Subbian and
               Charu C. Aggarwal and
               Jaideep Srivastava},
  title     = {Mining Influencers Using Information Flows in Social Streams},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {3},
  pages     = {26:1--26:28},
  year      = {2016},
  url       = {https://doi.org/10.1145/2815625},
  doi       = {10.1145/2815625},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SubbianAS16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TahaniHRR16,
  author    = {Maryam Tahani and
               Ali Mohammad Afshin Hemmatyar and
               Hamid R. Rabiee and
               Maryam Ramezani},
  title     = {Inferring Dynamic Diffusion Networks in Online Media},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {44:1--44:22},
  year      = {2016},
  url       = {https://doi.org/10.1145/2882968},
  doi       = {10.1145/2882968},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/TahaniHRR16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TongWCO16,
  author    = {Hanghang Tong and
               Fei Wang and
               Munmun De Choudhury and
               Zoran Obradovic},
  title     = {Guest Editorial: Special Issue on Connected Health at Big Data Era
               (BigChat): {A} {TKDD} Special Issue},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {37:1--37:4},
  year      = {2016},
  url       = {https://doi.org/10.1145/2912122},
  doi       = {10.1145/2912122},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/TongWCO16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangL16,
  author    = {Wei Wang and
               Jure Leskovec},
  title     = {Introduction to the Special Issue of Best Papers in {ACM} {SIGKDD}
               2014},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {33:1--33:2},
  year      = {2016},
  url       = {https://doi.org/10.1145/2936718},
  doi       = {10.1145/2936718},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangL16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangSRZH16,
  author    = {Chenguang Wang and
               Yangqiu Song and
               Dan Roth and
               Ming Zhang and
               Jiawei Han},
  title     = {World Knowledge as Indirect Supervision for Document Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {2},
  pages     = {13:1--13:36},
  year      = {2016},
  url       = {https://doi.org/10.1145/2953881},
  doi       = {10.1145/2953881},
  timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangSRZH16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangWWHYLWL16,
  author    = {Zhongyuan Wang and
               Fang Wang and
               Haixun Wang and
               Zhirui Hu and
               Jun Yan and
               Fangtao Li and
               Ji{-}Rong Wen and
               Zhoujun Li},
  title     = {Unsupervised Head-Modifier Detection in Search Queries},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {2},
  pages     = {19:1--19:28},
  year      = {2016},
  url       = {https://doi.org/10.1145/2988235},
  doi       = {10.1145/2988235},
  timestamp = {Tue, 15 Feb 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangWWHYLWL16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WeiQZCG16,
  author    = {Qiang Wei and
               Dandan Qiao and
               Jin Zhang and
               Guoqing Chen and
               Xunhua Guo},
  title     = {A Novel Bipartite Graph Based Competitiveness Degree Analysis from
               Query Logs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {2},
  pages     = {21:1--21:25},
  year      = {2016},
  url       = {https://doi.org/10.1145/2996196},
  doi       = {10.1145/2996196},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WeiQZCG16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WeiSZLY16,
  author    = {Ying Wei and
               Yangqiu Song and
               Yi Zhen and
               Bo Liu and
               Qiang Yang},
  title     = {Heterogeneous Translated Hashing: {A} Scalable Solution Towards Multi-Modal
               Similarity Search},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {36:1--36:28},
  year      = {2016},
  url       = {https://doi.org/10.1145/2744204},
  doi       = {10.1145/2744204},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WeiSZLY16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuYXMH16,
  author    = {Ou Wu and
               Qiang You and
               Fen Xia and
               Lei Ma and
               Weiming Hu},
  title     = {Listwise Learning to Rank from Crowds},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {1},
  pages     = {4:1--4:39},
  year      = {2016},
  url       = {https://doi.org/10.1145/2910586},
  doi       = {10.1145/2910586},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WuYXMH16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuZLFJZ16,
  author    = {Yubao Wu and
               Xiaofeng Zhu and
               Li Li and
               Wei Fan and
               Ruoming Jin and
               Xiang Zhang},
  title     = {Mining Dual Networks: Models, Algorithms, and Applications},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {40:1--40:37},
  year      = {2016},
  url       = {https://doi.org/10.1145/2785970},
  doi       = {10.1145/2785970},
  timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/WuZLFJZ16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XiongKHWQ16,
  author    = {Feiyu Xiong and
               Moshe Kam and
               Leonid Hrebien and
               Beilun Wang and
               Yanjun Qi},
  title     = {Kernelized Information-Theoretic Metric Learning for Cancer Diagnosis
               Using High-Dimensional Molecular Profiling Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {38:1--38:23},
  year      = {2016},
  url       = {https://doi.org/10.1145/2789212},
  doi       = {10.1145/2789212},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/XiongKHWQ16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuL16,
  author    = {Silei Xu and
               John C. S. Lui},
  title     = {Product Selection Problem: Improve Market Share by Learning Consumer
               Behavior},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {34:1--34:25},
  year      = {2016},
  url       = {https://doi.org/10.1145/2753764},
  doi       = {10.1145/2753764},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/XuL16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangYFZYLH16,
  author    = {Pei Yang and
               Hongxia Yang and
               Haoda Fu and
               Dawei Zhou and
               Jieping Ye and
               Theodoros Lappas and
               Jingrui He},
  title     = {Jointly Modeling Label and Feature Heterogeneity in Medical Informatics},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {39:1--39:25},
  year      = {2016},
  url       = {https://doi.org/10.1145/2768831},
  doi       = {10.1145/2768831},
  timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/YangYFZYLH16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuTWGM16,
  author    = {Zhiwen Yu and
               Miao Tian and
               Zhu Wang and
               Bin Guo and
               Tao Mei},
  title     = {Shop-Type Recommendation Leveraging the Data from Social Media and
               Location-Based Services},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {1},
  pages     = {1:1--1:21},
  year      = {2016},
  url       = {https://doi.org/10.1145/2930671},
  doi       = {10.1145/2930671},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YuTWGM16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuWCGL16,
  author    = {Zhiwen Yu and
               Zhitao Wang and
               Liming Chen and
               Bin Guo and
               Wenjie Li},
  title     = {Featuring, Detecting, and Visualizing Human Sentiment in Chinese Micro-Blog},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {48:1--48:23},
  year      = {2016},
  url       = {https://doi.org/10.1145/2821513},
  doi       = {10.1145/2821513},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YuWCGL16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuWDP16,
  author    = {Kui Yu and
               Xindong Wu and
               Wei Ding and
               Jian Pei},
  title     = {Scalable and Accurate Online Feature Selection for Big Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {2},
  pages     = {16:1--16:39},
  year      = {2016},
  url       = {https://doi.org/10.1145/2976744},
  doi       = {10.1145/2976744},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YuWDP16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangZYY16,
  author    = {Xianchao Zhang and
               Linlin Zong and
               Quanzeng You and
               Xing Yong},
  title     = {Sampling for Nystr{\"{o}}m Extension-Based Spectral Clustering:
               Incremental Perspective and Novel Analysis},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {1},
  pages     = {7:1--7:25},
  year      = {2016},
  url       = {https://doi.org/10.1145/2934693},
  doi       = {10.1145/2934693},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangZYY16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhaoWHWCL16,
  author    = {Wayne Xin Zhao and
               Jinpeng Wang and
               Yulan He and
               Ji{-}Rong Wen and
               Edward Y. Chang and
               Xiaoming Li},
  title     = {Mining Product Adopter Information from Online Reviews for Improving
               Product Recommendation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {3},
  pages     = {29:1--29:23},
  year      = {2016},
  url       = {https://doi.org/10.1145/2842629},
  doi       = {10.1145/2842629},
  timestamp = {Wed, 23 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhaoWHWCL16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuH16,
  author    = {Yada Zhu and
               Jingrui He},
  title     = {Co-Clustering Structural Temporal Data with Applications to Semiconductor
               Manufacturing},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {4},
  pages     = {43:1--43:18},
  year      = {2016},
  url       = {https://doi.org/10.1145/2875427},
  doi       = {10.1145/2875427},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhuH16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuPCZZ16,
  author    = {Wen{-}Yuan Zhu and
               Wen{-}Chih Peng and
               Ling{-}Jyh Chen and
               Kai Zheng and
               Xiaofang Zhou},
  title     = {Exploiting Viral Marketing for Location Promotion in Location-Based
               Social Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {11},
  number    = {2},
  pages     = {25:1--25:28},
  year      = {2016},
  url       = {https://doi.org/10.1145/3001938},
  doi       = {10.1145/3001938},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhuPCZZ16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AhmedK15,
  author    = {Rezwan Ahmed and
               George Karypis},
  title     = {Algorithms for Mining the Coevolving Relational Motifs in Dynamic
               Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {1},
  pages     = {4:1--4:31},
  year      = {2015},
  url       = {https://doi.org/10.1145/2733380},
  doi       = {10.1145/2733380},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AhmedK15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BerardiE015,
  author    = {Giacomo Berardi and
               Andrea Esuli and
               Fabrizio Sebastiani},
  title     = {Utility-Theoretic Ranking for Semiautomated Text Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {1},
  pages     = {6:1--6:32},
  year      = {2015},
  url       = {https://doi.org/10.1145/2742548},
  doi       = {10.1145/2742548},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BerardiE015.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BonchiGGTU15,
  author    = {Francesco Bonchi and
               Aristides Gionis and
               Francesco Gullo and
               Charalampos E. Tsourakakis and
               Antti Ukkonen},
  title     = {Chromatic Correlation Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {4},
  pages     = {34:1--34:24},
  year      = {2015},
  url       = {https://doi.org/10.1145/2728170},
  doi       = {10.1145/2728170},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BonchiGGTU15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CampelloMZS15,
  author    = {Ricardo J. G. B. Campello and
               Davoud Moulavi and
               Arthur Zimek and
               J{\"{o}}rg Sander},
  title     = {Hierarchical Density Estimates for Data Clustering, Visualization,
               and Outlier Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {1},
  pages     = {5:1--5:51},
  year      = {2015},
  url       = {https://doi.org/10.1145/2733381},
  doi       = {10.1145/2733381},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/CampelloMZS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChakrabartiSSP15,
  author    = {Aniket Chakrabarti and
               Venu Satuluri and
               Atreya Srivathsan and
               Srinivasan Parthasarathy},
  title     = {A Bayesian Perspective on Locality Sensitive Hashing with Extensions
               for Kernel Methods},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {2},
  pages     = {19:1--19:32},
  year      = {2015},
  url       = {https://doi.org/10.1145/2778990},
  doi       = {10.1145/2778990},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChakrabartiSSP15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenG15,
  author    = {Hung{-}Hsuan Chen and
               C. Lee Giles},
  title     = {{ASCOS++:} An Asymmetric Similarity Measure for Weighted Networks
               to Address the Problem of SimRank},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {2},
  pages     = {15:1--15:26},
  year      = {2015},
  url       = {https://doi.org/10.1145/2776894},
  doi       = {10.1145/2776894},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenG15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Esuli015,
  author    = {Andrea Esuli and
               Fabrizio Sebastiani},
  title     = {Optimizing Text Quantifiers for Multivariate Loss Functions},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {4},
  pages     = {27:1--27:27},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700406},
  doi       = {10.1145/2700406},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Esuli015.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GionisL15,
  author    = {Aristides Gionis and
               Hang Li},
  title     = {Introduction to the Special Issue {ACM} {SIGKDD} 2013},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {3},
  pages     = {15e:1--15e:2},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700993},
  doi       = {10.1145/2700993},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GionisL15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GopalY15,
  author    = {Siddharth Gopal and
               Yiming Yang},
  title     = {Hierarchical Bayesian Inference and Recursive Regularization for Large-Scale
               Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {3},
  pages     = {18:1--18:23},
  year      = {2015},
  url       = {https://doi.org/10.1145/2629585},
  doi       = {10.1145/2629585},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GopalY15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GrecoGLP15,
  author    = {Gianluigi Greco and
               Antonella Guzzo and
               Francesco Lupia and
               Luigi Pontieri},
  title     = {Process Discovery under Precedence Constraints},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {4},
  pages     = {32:1--32:39},
  year      = {2015},
  url       = {https://doi.org/10.1145/2710020},
  doi       = {10.1145/2710020},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GrecoGLP15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HongZZZWT15,
  author    = {Liang Hong and
               Lei Zou and
               Cheng Zeng and
               Luming Zhang and
               Jian Wang and
               Jilei Tian},
  title     = {Context-Aware Recommendation Using Role-Based Trust Network},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {2},
  pages     = {13:1--13:25},
  year      = {2015},
  url       = {https://doi.org/10.1145/2751562},
  doi       = {10.1145/2751562},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HongZZZWT15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuZWJZ15,
  author    = {Ju{-}Hua Hu and
               De{-}Chuan Zhan and
               Xintao Wu and
               Yuan Jiang and
               Zhi{-}Hua Zhou},
  title     = {Pairwised Specific Distance Learning from Physical Linkages},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {3},
  pages     = {20:1--20:27},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700405},
  doi       = {10.1145/2700405},
  timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuZWJZ15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangYYQ15,
  author    = {Hao Huang and
               Shinjae Yoo and
               Dantong Yu and
               Hong Qin},
  title     = {Density-Aware Clustering Based on Aggregated Heat Kernel and Its Transformation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {4},
  pages     = {29:1--29:35},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700385},
  doi       = {10.1145/2700385},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuangYYQ15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JhaSP15,
  author    = {Madhav Jha and
               C. Seshadhri and
               Ali Pinar},
  title     = {A Space-Efficient Streaming Algorithm for Estimating Transitivity
               and Triangle Counts Using the Birthday Paradox},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {3},
  pages     = {15:1--15:21},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700395},
  doi       = {10.1145/2700395},
  timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JhaSP15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiaSBIKE15,
  author    = {Adele Lu Jia and
               Siqi Shen and
               Ruud van de Bovenkamp and
               Alexandru Iosup and
               Fernando A. Kuipers and
               Dick H. J. Epema},
  title     = {Socializing by Gaming: Revealing Social Relationships in Multiplayer
               Online Games},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {2},
  pages     = {11:1--11:29},
  year      = {2015},
  url       = {https://doi.org/10.1145/2736698},
  doi       = {10.1145/2736698},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JiaSBIKE15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiPKSL15,
  author    = {Lei Li and
               Wei Peng and
               Saurabh Kataria and
               Tong Sun and
               Tao Li},
  title     = {Recommending Users and Communities in Social Media},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {2},
  pages     = {17:1--17:27},
  year      = {2015},
  url       = {https://doi.org/10.1145/2757282},
  doi       = {10.1145/2757282},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiPKSL15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinK15,
  author    = {Bing{-}Rong Lin and
               Daniel Kifer},
  title     = {Information Measures in Statistical Privacy and Data Processing Applications},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {4},
  pages     = {28:1--28:29},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700407},
  doi       = {10.1145/2700407},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LinK15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuQW15,
  author    = {Siyuan Liu and
               Qiang Qu and
               Shuhui Wang},
  title     = {Rationality Analytics from Trajectories},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {1},
  pages     = {10:1--10:22},
  year      = {2015},
  url       = {https://doi.org/10.1145/2735634},
  doi       = {10.1145/2735634},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuQW15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuZFWN15,
  author    = {Guimei Liu and
               Haojun Zhang and
               Mengling Feng and
               Limsoon Wong and
               See{-}Kiong Ng},
  title     = {Supporting Exploratory Hypothesis Testing and Analysis},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {4},
  pages     = {31:1--31:24},
  year      = {2015},
  url       = {https://doi.org/10.1145/2701430},
  doi       = {10.1145/2701430},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuZFWN15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MeloFAAL15,
  author    = {Pedro O. S. Vaz de Melo and
               Christos Faloutsos and
               Renato M. Assun{\c{c}}{\~{a}}o and
               Rodrigo Alves and
               Antonio A. F. Loureiro},
  title     = {Universal and Distinct Properties of Communication Dynamics: How to
               Generate Realistic Inter-event Times},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {3},
  pages     = {24:1--24:31},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700399},
  doi       = {10.1145/2700399},
  timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/MeloFAAL15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MirbakhshL15,
  author    = {Nima Mirbakhsh and
               Charles X. Ling},
  title     = {Improving Top-N Recommendation for Cold-Start Users via Cross-Domain
               Information},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {4},
  pages     = {33:1--33:19},
  year      = {2015},
  url       = {https://doi.org/10.1145/2724720},
  doi       = {10.1145/2724720},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MirbakhshL15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Papagelis15,
  author    = {Manos Papagelis},
  title     = {Refining Social Graph Connectivity via Shortcut Edge Addition},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {2},
  pages     = {12:1--12:35},
  year      = {2015},
  url       = {https://doi.org/10.1145/2757281},
  doi       = {10.1145/2757281},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Papagelis15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PapalexakisFS15,
  author    = {Evangelos E. Papalexakis and
               Christos Faloutsos and
               Nicholas D. Sidiropoulos},
  title     = {ParCube: Sparse Parallelizable {CANDECOMP-PARAFAC} Tensor Decomposition},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {1},
  pages     = {3:1--3:25},
  year      = {2015},
  url       = {https://doi.org/10.1145/2729980},
  doi       = {10.1145/2729980},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/PapalexakisFS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SoundarajanH15,
  author    = {Sucheta Soundarajan and
               John E. Hopcroft},
  title     = {Use of Local Group Information to Identify Communities in Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {3},
  pages     = {21:1--21:27},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700404},
  doi       = {10.1145/2700404},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SoundarajanH15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TangYGHJLP15,
  author    = {Lu{-}An Tang and
               Xiao Yu and
               Quanquan Gu and
               Jiawei Han and
               Guofei Jiang and
               Alice Leung and
               Thomas La Porta},
  title     = {A Framework of Mining Trajectories from Untrustworthy Data in Cyber-Physical
               System},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {3},
  pages     = {16:1--16:35},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700394},
  doi       = {10.1145/2700394},
  timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/TangYGHJLP15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/VlachosSV15,
  author    = {Michail Vlachos and
               Johannes Schneider and
               Vassilios G. Vassiliadis},
  title     = {On Data Publishing with Clustering Preservation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {3},
  pages     = {23:1--23:30},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700403},
  doi       = {10.1145/2700403},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/VlachosSV15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangNH15,
  author    = {Hua Wang and
               Feiping Nie and
               Heng Huang},
  title     = {Large-Scale Cross-Language Web Page Classification via Dual Knowledge
               Transfer Using Fast Nonnegative Matrix Trifactorization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {1},
  pages     = {1:1--1:29},
  year      = {2015},
  url       = {https://doi.org/10.1145/2710021},
  doi       = {10.1145/2710021},
  timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangNH15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangY15,
  author    = {Zheng Wang and
               Jieping Ye},
  title     = {Querying Discriminative and Representative Samples for Batch Mode
               Active Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {3},
  pages     = {17:1--17:23},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700408},
  doi       = {10.1145/2700408},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangY15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangZLTG15,
  author    = {Pinghui Wang and
               Junzhou Zhao and
               John C. S. Lui and
               Don Towsley and
               Xiaohong Guan},
  title     = {Unbiased Characterization of Node Pairs over Large Graphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {3},
  pages     = {22:1--22:27},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700393},
  doi       = {10.1145/2700393},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangZLTG15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WeiC15,
  author    = {Wei Wei and
               Kathleen M. Carley},
  title     = {Measuring Temporal Patterns in Dynamic Social Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {1},
  pages     = {9:1--9:27},
  year      = {2015},
  url       = {https://doi.org/10.1145/2749465},
  doi       = {10.1145/2749465},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WeiC15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XieL15,
  author    = {Hong Xie and
               John C. S. Lui},
  title     = {Mathematical Modeling and Analysis of Product Rating with Partial
               Information},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {4},
  pages     = {26:1--26:33},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700386},
  doi       = {10.1145/2700386},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/XieL15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YinCCHZ15,
  author    = {Hongzhi Yin and
               Bin Cui and
               Ling Chen and
               Zhiting Hu and
               Chengqi Zhang},
  title     = {Modeling Location-Based User Rating Profiles for Personalized Recommendation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {3},
  pages     = {19:1--19:41},
  year      = {2015},
  url       = {https://doi.org/10.1145/2663356},
  doi       = {10.1145/2663356},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YinCCHZ15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Yu0SWPW15,
  author    = {Kui Yu and
               Wei Ding and
               Dan A. Simovici and
               Hao Wang and
               Jian Pei and
               Xindong Wu},
  title     = {Classification with Streaming Features: An Emerging-Pattern Mining
               Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {4},
  pages     = {30:1--30:31},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700409},
  doi       = {10.1145/2700409},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Yu0SWPW15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuHL15,
  author    = {Rose Yu and
               Xinran He and
               Yan Liu},
  title     = {{GLAD:} Group Anomaly Detection in Social Media Analysis},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {2},
  pages     = {18:1--18:22},
  year      = {2015},
  url       = {https://doi.org/10.1145/2811268},
  doi       = {10.1145/2811268},
  timestamp = {Fri, 16 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YuHL15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuWHTLG15,
  author    = {Zhiwen Yu and
               Zhu Wang and
               Huilei He and
               Jilei Tian and
               Xinjiang Lu and
               Bin Guo},
  title     = {Discovering Information Propagation Patterns in Microblogging Services},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {1},
  pages     = {7:1--7:22},
  year      = {2015},
  url       = {https://doi.org/10.1145/2742801},
  doi       = {10.1145/2742801},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YuWHTLG15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZafaraniTL15,
  author    = {Reza Zafarani and
               Lei Tang and
               Huan Liu},
  title     = {User Identification Across Social Media},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {2},
  pages     = {16:1--16:30},
  year      = {2015},
  url       = {https://doi.org/10.1145/2747880},
  doi       = {10.1145/2747880},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZafaraniTL15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangLTCLWX15,
  author    = {Lei Zhang and
               Ping Luo and
               Linpeng Tang and
               Enhong Chen and
               Qi Liu and
               Min Wang and
               Hui Xiong},
  title     = {Occupancy-Based Frequent Pattern Mining\({}^{\mbox{*}}\)},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {2},
  pages     = {14:1--14:33},
  year      = {2015},
  url       = {https://doi.org/10.1145/2753765},
  doi       = {10.1145/2753765},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangLTCLWX15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangP15,
  author    = {Yao Zhang and
               B. Aditya Prakash},
  title     = {Data-Aware Vaccine Allocation Over Large Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {2},
  pages     = {20:1--20:32},
  year      = {2015},
  url       = {https://doi.org/10.1145/2803176},
  doi       = {10.1145/2803176},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangP15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangTLLX15,
  author    = {Jing Zhang and
               Jie Tang and
               Juanzi Li and
               Yang Liu and
               Chunxiao Xing},
  title     = {Who Influenced You? Predicting Retweet via Social Influence Locality},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {3},
  pages     = {25:1--25:26},
  year      = {2015},
  url       = {https://doi.org/10.1145/2700398},
  doi       = {10.1145/2700398},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangTLLX15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangZL15,
  author    = {Xianchao Zhang and
               Xiaotong Zhang and
               Han Liu},
  title     = {Smart Multitask Bregman Clustering and Multitask Kernel Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {1},
  pages     = {8:1--8:29},
  year      = {2015},
  url       = {https://doi.org/10.1145/2747879},
  doi       = {10.1145/2747879},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangZL15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhouL15,
  author    = {Yang Zhou and
               Ling Liu},
  title     = {Social Influence Based Clustering and Optimization over Heterogeneous
               Information Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {10},
  number    = {1},
  pages     = {2:1--2:53},
  year      = {2015},
  url       = {https://doi.org/10.1145/2717314},
  doi       = {10.1145/2717314},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhouL15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AbrahaoSHK14,
  author    = {Bruno D. Abrahao and
               Sucheta Soundarajan and
               John E. Hopcroft and
               Robert D. Kleinberg},
  title     = {A separability framework for analyzing community structure},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {1},
  pages     = {5:1--5:29},
  year      = {2014},
  url       = {https://doi.org/10.1145/2527231},
  doi       = {10.1145/2527231},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AbrahaoSHK14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AcharyaHGA14,
  author    = {Ayan Acharya and
               Eduardo R. Hruschka and
               Joydeep Ghosh and
               Sreangsu Acharyya},
  title     = {An Optimization Framework for Combining Ensembles of Classifiers and
               Clusterers with Applications to Nontransductive Semisupervised Learning
               and Transfer Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {1},
  pages     = {1:1--1:35},
  year      = {2014},
  url       = {https://doi.org/10.1145/2601435},
  doi       = {10.1145/2601435},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/AcharyaHGA14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BoedihardjoLW14,
  author    = {Arnold P. Boedihardjo and
               Chang{-}Tien Lu and
               Bingsheng Wang},
  title     = {A Framework for Exploiting Local Information to Enhance Density Estimation
               of Data Streams},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {1},
  pages     = {2:1--2:38},
  year      = {2014},
  url       = {https://doi.org/10.1145/2629618},
  doi       = {10.1145/2629618},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BoedihardjoLW14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BurtonG14,
  author    = {Scott H. Burton and
               Christophe G. Giraud{-}Carrier},
  title     = {Discovering Social Circles in Directed Graphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {4},
  pages     = {21:1--21:27},
  year      = {2014},
  url       = {https://doi.org/10.1145/2641759},
  doi       = {10.1145/2641759},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BurtonG14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenT14,
  author    = {Wei Chen and
               Jie Tang},
  title     = {Introduction to special issue on computational aspects of social and
               information networks: Theory, methodologies, and applications {(TKDD-CASIN)}},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {1},
  pages     = {1:1--1:2},
  year      = {2014},
  url       = {https://doi.org/10.1145/2556608},
  doi       = {10.1145/2556608},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenT14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CosciaRGP14,
  author    = {Michele Coscia and
               Giulio Rossetti and
               Fosca Giannotti and
               Dino Pedreschi},
  title     = {Uncovering Hierarchical and Overlapping Communities with a Local-First
               Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {1},
  pages     = {6:1--6:27},
  year      = {2014},
  url       = {https://doi.org/10.1145/2629511},
  doi       = {10.1145/2629511},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/CosciaRGP14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DuanSLXW14,
  author    = {Lian Duan and
               W. Nick Street and
               Yanchi Liu and
               Songhua Xu and
               Brook Wu},
  title     = {Selecting the Right Correlation Measure for Binary Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {2},
  pages     = {13:1--13:28},
  year      = {2014},
  url       = {https://doi.org/10.1145/2637484},
  doi       = {10.1145/2637484},
  timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DuanSLXW14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ErdosGT14,
  author    = {D{\'{o}}ra Erd{\"{o}}s and
               Rainer Gemulla and
               Evimaria Terzi},
  title     = {Reconstructing Graphs from Neighborhood Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {4},
  pages     = {23:1--23:22},
  year      = {2014},
  url       = {https://doi.org/10.1145/2641761},
  doi       = {10.1145/2641761},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ErdosGT14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/FeiH14,
  author    = {Hongliang Fei and
               Jun Huan},
  title     = {Structured Sparse Boosting for Graph Classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {1},
  pages     = {4:1--4:22},
  year      = {2014},
  url       = {https://doi.org/10.1145/2629328},
  doi       = {10.1145/2629328},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/FeiH14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GundechaBTL14,
  author    = {Pritam Gundecha and
               Geoffrey Barbier and
               Jiliang Tang and
               Huan Liu},
  title     = {User Vulnerability and Its Reduction on a Social Networking Site},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {2},
  pages     = {12:1--12:25},
  year      = {2014},
  url       = {https://doi.org/10.1145/2630421},
  doi       = {10.1145/2630421},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GundechaBTL14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Hernndez-Orallo14,
  author    = {Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo},
  title     = {Probabilistic Reframing for Cost-Sensitive Regression},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {4},
  pages     = {17:1--17:55},
  year      = {2014},
  url       = {https://doi.org/10.1145/2641758},
  doi       = {10.1145/2641758},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Hernndez-Orallo14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuaiCZXBLT14,
  author    = {Baoxing Huai and
               Enhong Chen and
               Hengshu Zhu and
               Hui Xiong and
               Tengfei Bao and
               Qi Liu and
               Jilei Tian},
  title     = {Toward Personalized Context Recognition for Mobile Users: {A} Semisupervised
               Bayesian {HMM} Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {2},
  pages     = {10:1--10:29},
  year      = {2014},
  url       = {https://doi.org/10.1145/2629504},
  doi       = {10.1145/2629504},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuaiCZXBLT14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangQYY14,
  author    = {Hao Huang and
               Hong Qin and
               Shinjae Yoo and
               Dantong Yu},
  title     = {Physics-Based Anomaly Detection Defined on Manifold Space},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {2},
  pages     = {14:1--14:39},
  year      = {2014},
  url       = {https://doi.org/10.1145/2641574},
  doi       = {10.1145/2641574},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuangQYY14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JinLL14,
  author    = {Ruoming Jin and
               Victor E. Lee and
               Longjie Li},
  title     = {Scalable and axiomatic ranking of network role similarity},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {1},
  pages     = {3:1--3:37},
  year      = {2014},
  url       = {https://doi.org/10.1145/2518176},
  doi       = {10.1145/2518176},
  timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/JinLL14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Liu0N14,
  author    = {Siyuan Liu and
               Lei Chen and
               Lionel M. Ni},
  title     = {Anomaly Detection from Incomplete Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {2},
  pages     = {11:1--11:22},
  year      = {2014},
  url       = {https://doi.org/10.1145/2629668},
  doi       = {10.1145/2629668},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Liu0N14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/McAuleyL14,
  author    = {Julian J. McAuley and
               Jure Leskovec},
  title     = {Discovering social circles in ego networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {1},
  pages     = {4:1--4:28},
  year      = {2014},
  url       = {https://doi.org/10.1145/2556612},
  doi       = {10.1145/2556612},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/McAuleyL14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MiettinenV14,
  author    = {Pauli Miettinen and
               Jilles Vreeken},
  title     = {{MDL4BMF:} Minimum Description Length for Boolean Matrix Factorization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {4},
  pages     = {18:1--18:31},
  year      = {2014},
  url       = {https://doi.org/10.1145/2601437},
  doi       = {10.1145/2601437},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MiettinenV14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/OrdonezGB14,
  author    = {Carlos Ordonez and
               Carlos Garcia{-}Alvarado and
               Veerabhadran Baladandayuthapani},
  title     = {Bayesian Variable Selection in Linear Regression in One Pass for Large
               Datasets},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {1},
  pages     = {3:1--3:14},
  year      = {2014},
  url       = {https://doi.org/10.1145/2629617},
  doi       = {10.1145/2629617},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/OrdonezGB14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PaulBMD14,
  author    = {Saurabh Paul and
               Christos Boutsidis and
               Malik Magdon{-}Ismail and
               Petros Drineas},
  title     = {Random Projections for Linear Support Vector Machines},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {4},
  pages     = {22:1--22:25},
  year      = {2014},
  url       = {https://doi.org/10.1145/2641760},
  doi       = {10.1145/2641760},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/PaulBMD14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RiondatoU14,
  author    = {Matteo Riondato and
               Eli Upfal},
  title     = {Efficient Discovery of Association Rules and Frequent Itemsets through
               Sampling with Tight Performance Guarantees},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {4},
  pages     = {20:1--20:32},
  year      = {2014},
  url       = {https://doi.org/10.1145/2629586},
  doi       = {10.1145/2629586},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/RiondatoU14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TangL14,
  author    = {Jiliang Tang and
               Huan Liu},
  title     = {Feature Selection for Social Media Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {4},
  pages     = {19:1--19:27},
  year      = {2014},
  url       = {https://doi.org/10.1145/2629587},
  doi       = {10.1145/2629587},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/TangL14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangLRTZG14,
  author    = {Pinghui Wang and
               John C. S. Lui and
               Bruno F. Ribeiro and
               Don Towsley and
               Junzhou Zhao and
               Xiaohong Guan},
  title     = {Efficiently Estimating Motif Statistics of Large Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {2},
  pages     = {8:1--8:27},
  year      = {2014},
  url       = {https://doi.org/10.1145/2629564},
  doi       = {10.1145/2629564},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangLRTZG14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangSZZ14,
  author    = {Guangtao Wang and
               Qinbao Song and
               Xueying Zhang and
               Kaiyuan Zhang},
  title     = {A Generic Multilabel Learning-Based Classification Algorithm Recommendation
               Method},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {1},
  pages     = {7:1--7:30},
  year      = {2014},
  url       = {https://doi.org/10.1145/2629474},
  doi       = {10.1145/2629474},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangSZZ14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuK0CC14,
  author    = {Zhiqiang Xu and
               Yiping Ke and
               Yi Wang and
               Hong Cheng and
               James Cheng},
  title     = {{GBAGC:} {A} General Bayesian Framework for Attributed Graph Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {1},
  pages     = {5:1--5:43},
  year      = {2014},
  url       = {https://doi.org/10.1145/2629616},
  doi       = {10.1145/2629616},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/XuK0CC14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangWWGZD14,
  author    = {Zhi Yang and
               Christo Wilson and
               Xiao Wang and
               Tingting Gao and
               Ben Y. Zhao and
               Yafei Dai},
  title     = {Uncovering social network Sybils in the wild},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {1},
  pages     = {2:1--2:29},
  year      = {2014},
  url       = {https://doi.org/10.1145/2556609},
  doi       = {10.1145/2556609},
  timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YangWWGZD14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhengLD14,
  author    = {Li Zheng and
               Tao Li and
               Chris H. Q. Ding},
  title     = {A Framework for Hierarchical Ensemble Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {9},
  number    = {2},
  pages     = {9:1--9:23},
  year      = {2014},
  url       = {https://doi.org/10.1145/2611380},
  doi       = {10.1145/2611380},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhengLD14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhongFY14,
  author    = {Erheng Zhong and
               Wei Fan and
               Qiang Yang},
  title     = {User behavior learning and transfer in composite social networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {1},
  pages     = {6:1--6:32},
  year      = {2014},
  url       = {https://doi.org/10.1145/2556613},
  doi       = {10.1145/2556613},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhongFY14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AdaliML13,
  author    = {Sibel Adali and
               Malik Magdon{-}Ismail and
               Xiaohui Lu},
  title     = {iHypR: Prominence ranking in networks of collaborations with hyperedges},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {4},
  pages     = {16:1--16:32},
  year      = {2013},
  url       = {https://doi.org/10.1145/2541268.2541269},
  doi       = {10.1145/2541268.2541269},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AdaliML13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AgarwalCPW13,
  author    = {Deepak Agarwal and
               Rich Caruana and
               Jian Pei and
               Ke Wang},
  title     = {Introduction to the Special Issue {ACM} {SIGKDD} 2012},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {3},
  pages     = {9:1--9:2},
  year      = {2013},
  url       = {https://doi.org/10.1145/2513092.2513093},
  doi       = {10.1145/2513092.2513093},
  timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AgarwalCPW13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AhmedNK13,
  author    = {Nesreen K. Ahmed and
               Jennifer Neville and
               Ramana Rao Kompella},
  title     = {Network Sampling: From Static to Streaming Graphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {2},
  pages     = {7:1--7:56},
  year      = {2013},
  url       = {https://doi.org/10.1145/2601438},
  doi       = {10.1145/2601438},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AhmedNK13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AngGHN13,
  author    = {Hock Hee Ang and
               Vivekanand Gopalkrishnan and
               Steven C. H. Hoi and
               Wee Keong Ng},
  title     = {Classification in {P2P} networks with cascade support vector machines},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {4},
  pages     = {20:1--20:29},
  year      = {2013},
  url       = {https://doi.org/10.1145/2541268.2541273},
  doi       = {10.1145/2541268.2541273},
  timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AngGHN13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AngiulliF13,
  author    = {Fabrizio Angiulli and
               Fabio Fassetti},
  title     = {Nearest Neighbor-Based Classification of Uncertain Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {1},
  pages     = {1:1--1:35},
  year      = {2013},
  url       = {https://doi.org/10.1145/2435209.2435210},
  doi       = {10.1145/2435209.2435210},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AngiulliF13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Balcazar13,
  author    = {Jos{\'{e}} L. Balc{\'{a}}zar},
  title     = {Formal and computational properties of the confidence boost of association
               rules},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {4},
  pages     = {19:1--19:41},
  year      = {2013},
  url       = {https://doi.org/10.1145/2541268.2541272},
  doi       = {10.1145/2541268.2541272},
  timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Balcazar13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BayatiGSW13,
  author    = {Mohsen Bayati and
               David F. Gleich and
               Amin Saberi and
               Ying Wang},
  title     = {Message-Passing Algorithms for Sparse Network Alignment},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {1},
  pages     = {3:1--3:31},
  year      = {2013},
  url       = {https://doi.org/10.1145/2435209.2435212},
  doi       = {10.1145/2435209.2435212},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BayatiGSW13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BellareIPR13,
  author    = {Kedar Bellare and
               Suresh Iyengar and
               Aditya G. Parameswaran and
               Vibhor Rastogi},
  title     = {Active Sampling for Entity Matching with Guarantees},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {3},
  pages     = {12:1--12:24},
  year      = {2013},
  url       = {https://dl.acm.org/citation.cfm?id=2500490},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BellareIPR13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BriggsFRL13,
  author    = {Forrest Briggs and
               Xiaoli Z. Fern and
               Raviv Raich and
               Qi Lou},
  title     = {Instance Annotation for Multi-Instance Multi-Label Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {3},
  pages     = {14:1--14:30},
  year      = {2013},
  url       = {https://dl.acm.org/citation.cfm?id=2500491},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BriggsFRL13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChattopadhyayWFDPY13,
  author    = {Rita Chattopadhyay and
               Zheng Wang and
               Wei Fan and
               Ian Davidson and
               Sethuraman Panchanathan and
               Jieping Ye},
  title     = {Batch Mode Active Sampling Based on Marginal Probability Distribution
               Matching},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {3},
  pages     = {13:1--13:25},
  year      = {2013},
  url       = {https://doi.org/10.1145/2513092.2513094},
  doi       = {10.1145/2513092.2513094},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChattopadhyayWFDPY13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/EyalRSK13,
  author    = {Ron Eyal and
               Avi Rosenfeld and
               Sigal Sina and
               Sarit Kraus},
  title     = {Predicting and Identifying Missing Node Information in Social Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {3},
  pages     = {14:1--14:35},
  year      = {2013},
  url       = {https://doi.org/10.1145/2536775},
  doi       = {10.1145/2536775},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/EyalRSK13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GeJDX13,
  author    = {Yong Ge and
               Guofei Jiang and
               Min Ding and
               Hui Xiong},
  title     = {Ranking Metric Anomaly in Invariant Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {2},
  pages     = {8:1--8:30},
  year      = {2013},
  url       = {https://doi.org/10.1145/2601436},
  doi       = {10.1145/2601436},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GeJDX13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuzzoMSS13,
  author    = {Antonella Guzzo and
               Luigi Moccia and
               Domenico Sacc{\`{a}} and
               Edoardo Serra},
  title     = {Solving inverse frequent itemset mining with infrequency constraints
               via large-scale linear programs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {4},
  pages     = {18:1--18:39},
  year      = {2013},
  url       = {https://doi.org/10.1145/2541268.2541271},
  doi       = {10.1145/2541268.2541271},
  timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GuzzoMSS13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangNHD13,
  author    = {Jin Huang and
               Feiping Nie and
               Heng Huang and
               Chris H. Q. Ding},
  title     = {Robust Manifold Nonnegative Matrix Factorization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {3},
  pages     = {11:1--11:21},
  year      = {2013},
  url       = {https://dl.acm.org/citation.cfm?id=2601434},
  timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuangNHD13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangNHTL13,
  author    = {Jin Huang and
               Feiping Nie and
               Heng Huang and
               Yi{-}Cheng Tu and
               Yu Lei},
  title     = {Social trust prediction using heterogeneous networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {4},
  pages     = {17:1--17:21},
  year      = {2013},
  url       = {https://doi.org/10.1145/2541268.2541270},
  doi       = {10.1145/2541268.2541270},
  timestamp = {Fri, 15 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuangNHTL13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiLHCH13,
  author    = {Ming Ji and
               Binbin Lin and
               Xiaofei He and
               Deng Cai and
               Jiawei Han},
  title     = {Parallel Field Ranking},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {3},
  pages     = {15:1--15:21},
  year      = {2013},
  url       = {https://doi.org/10.1145/2513092.2513096},
  doi       = {10.1145/2513092.2513096},
  timestamp = {Wed, 13 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/JiLHCH13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiHZG13,
  author    = {Bin Li and
               Steven C. H. Hoi and
               Peilin Zhao and
               Vivekanand Gopalkrishnan},
  title     = {Confidence Weighted Mean Reversion Strategy for Online Portfolio Selection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {1},
  pages     = {4:1--4:38},
  year      = {2013},
  url       = {https://doi.org/10.1145/2435209.2435213},
  doi       = {10.1145/2435209.2435213},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiHZG13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinWZ13,
  author    = {Ming Lin and
               Shifeng Weng and
               Changshui Zhang},
  title     = {On the Sample Complexity of Random Fourier Features for Online Learning:
               How Many Random Fourier Features Do We Need?},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {3},
  pages     = {13:1--13:19},
  year      = {2013},
  url       = {https://doi.org/10.1145/2611378},
  doi       = {10.1145/2611378},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LinWZ13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LouTHFD13,
  author    = {Tiancheng Lou and
               Jie Tang and
               John E. Hopcroft and
               Zhanpeng Fang and
               Xiaowen Ding},
  title     = {Learning to predict reciprocity and triadic closure in social networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {2},
  pages     = {5:1--5:25},
  year      = {2013},
  url       = {https://doi.org/10.1145/2499907.2499908},
  doi       = {10.1145/2499907.2499908},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LouTHFD13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PengSFV13,
  author    = {Jing Peng and
               Guna Seetharaman and
               Wei Fan and
               Aparna S. Varde},
  title     = {Exploiting fisher and fukunaga-koontz transforms in chernoff dimensionality
               reduction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {2},
  pages     = {8:1--8:25},
  year      = {2013},
  url       = {https://doi.org/10.1145/2499907.2499911},
  doi       = {10.1145/2499907.2499911},
  timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/PengSFV13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RakthanmanonCMBW0ZK13,
  author    = {Thanawin Rakthanmanon and
               Bilson J. L. Campana and
               Abdullah Mueen and
               Gustavo E. A. P. A. Batista and
               M. Brandon Westover and
               Qiang Zhu and
               Jesin Zakaria and
               Eamonn J. Keogh},
  title     = {Addressing Big Data Time Series: Mining Trillions of Time Series Subsequences
               Under Dynamic Time Warping},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {3},
  pages     = {10:1--10:31},
  year      = {2013},
  url       = {https://dl.acm.org/citation.cfm?id=2500489},
  timestamp = {Fri, 28 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/RakthanmanonCMBW0ZK13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SchifanellaCS13,
  author    = {Claudio Schifanella and
               K. Sel{\c{c}}uk Candan and
               Maria Luisa Sapino},
  title     = {Multiresolution Tensor Decompositions with Mode Hierarchies},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {2},
  pages     = {10:1--10:38},
  year      = {2013},
  url       = {https://doi.org/10.1145/2532169},
  doi       = {10.1145/2532169},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SchifanellaCS13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShabtaiBRE13,
  author    = {Asaf Shabtai and
               Maya Bercovitch and
               Lior Rokach and
               Yuval Elovici},
  title     = {Optimizing Data Misuse Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {3},
  pages     = {16:1--16:23},
  year      = {2013},
  url       = {https://doi.org/10.1145/2611520},
  doi       = {10.1145/2611520},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ShabtaiBRE13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SunNHYYY13,
  author    = {Yizhou Sun and
               Brandon Norick and
               Jiawei Han and
               Xifeng Yan and
               Philip S. Yu and
               Xiao Yu},
  title     = {PathSelClus: Integrating Meta-Path Selection with User-Guided Object
               Clustering in Heterogeneous Information Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {3},
  pages     = {11:1--11:23},
  year      = {2013},
  url       = {https://dl.acm.org/citation.cfm?id=2500492},
  timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SunNHYYY13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangZLG13,
  author    = {Dingding Wang and
               Shenghuo Zhu and
               Tao Li and
               Yihong Gong},
  title     = {Comparative Document Summarization via Discriminative Sentence Selection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {1},
  pages     = {2:1--2:18},
  year      = {2013},
  url       = {https://doi.org/10.1145/2435209.2435211},
  doi       = {10.1145/2435209.2435211},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangZLG13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WebbV13,
  author    = {Geoffrey I. Webb and
               Jilles Vreeken},
  title     = {Efficient Discovery of the Most Interesting Associations},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {3},
  pages     = {15:1--15:31},
  year      = {2013},
  url       = {https://doi.org/10.1145/2601433},
  doi       = {10.1145/2601433},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WebbV13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangLK13,
  author    = {Haiqin Yang and
               Michael R. Lyu and
               Irwin King},
  title     = {Efficient online learning for multitask feature selection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {2},
  pages     = {6:1--6:27},
  year      = {2013},
  url       = {https://doi.org/10.1145/2499907.2499909},
  doi       = {10.1145/2499907.2499909},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YangLK13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangJLWL13,
  author    = {Gensheng Zhang and
               Xiao Jiang and
               Ping Luo and
               Min Wang and
               Chengkai Li},
  title     = {Discovering General Prominent Streaks in Sequence Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {2},
  pages     = {9:1--9:37},
  year      = {2013},
  url       = {https://doi.org/10.1145/2601439},
  doi       = {10.1145/2601439},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangJLWL13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangY13,
  author    = {Yu Zhang and
               Dit{-}Yan Yeung},
  title     = {Multilabel relationship learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {7},
  number    = {2},
  pages     = {7:1--7:30},
  year      = {2013},
  url       = {https://doi.org/10.1145/2499907.2499910},
  doi       = {10.1145/2499907.2499910},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangY13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangY13a,
  author    = {Yu Zhang and
               Dit{-}Yan Yeung},
  title     = {A Regularization Approach to Learning Task Relationships in Multitask
               Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {8},
  number    = {3},
  pages     = {12:1--12:31},
  year      = {2013},
  url       = {https://doi.org/10.1145/2538028},
  doi       = {10.1145/2538028},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangY13a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BhattacharyaGJV12,
  author    = {Indrajit Bhattacharya and
               Shantanu Godbole and
               Sachindra Joshi and
               Ashish Verma},
  title     = {Cross-Guided Clustering: Transfer of Relevant Supervision across Tasks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {2},
  pages     = {9:1--9:28},
  year      = {2012},
  url       = {https://doi.org/10.1145/2297456.2297461},
  doi       = {10.1145/2297456.2297461},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BhattacharyaGJV12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChanBLH12,
  author    = {Jeffrey Chan and
               James Bailey and
               Christopher Leckie and
               Michael E. Houle},
  title     = {ciForager: Incrementally discovering regions of correlated change
               in evolving graphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {3},
  pages     = {11:1--11:50},
  year      = {2012},
  url       = {https://doi.org/10.1145/2362383.2362385},
  doi       = {10.1145/2362383.2362385},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChanBLH12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChattopadhyaySFDPY12,
  author    = {Rita Chattopadhyay and
               Qian Sun and
               Wei Fan and
               Ian Davidson and
               Sethuraman Panchanathan and
               Jieping Ye},
  title     = {Multisource domain adaptation and its application to early detection
               of fatigue},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {4},
  pages     = {18:1--18:26},
  year      = {2012},
  url       = {https://doi.org/10.1145/2382577.2382582},
  doi       = {10.1145/2382577.2382582},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChattopadhyaySFDPY12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenLY12,
  author    = {Jianhui Chen and
               Ji Liu and
               Jieping Ye},
  title     = {Learning Incoherent Sparse and Low-Rank Patterns from Multiple Tasks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {4},
  pages     = {22:1--22:31},
  year      = {2012},
  url       = {https://doi.org/10.1145/2086737.2086742},
  doi       = {10.1145/2086737.2086742},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenLY12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChuC12,
  author    = {Shumo Chu and
               James Cheng},
  title     = {Triangle listing in massive networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {4},
  pages     = {17:1--17:32},
  year      = {2012},
  url       = {https://doi.org/10.1145/2382577.2382581},
  doi       = {10.1145/2382577.2382581},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChuC12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DasM12,
  author    = {Sanmay Das and
               Malik Magdon{-}Ismail},
  title     = {A Model for Information Growth in Collective Wisdom Processes},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {2},
  pages     = {6:1--6:10},
  year      = {2012},
  url       = {https://doi.org/10.1145/2297456.2297458},
  doi       = {10.1145/2297456.2297458},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DasM12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ElkanK12,
  author    = {Charles Elkan and
               Yehuda Koren},
  title     = {Guest Editorial for Special Issue KDD'10},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {4},
  pages     = {18:1--18:2},
  year      = {2012},
  url       = {https://doi.org/10.1145/2086737.2086738},
  doi       = {10.1145/2086737.2086738},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ElkanK12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GhoshSTC12,
  author    = {Joydeep Ghosh and
               Padhraic Smyth and
               Andrew Tomkins and
               Rich Caruana},
  title     = {Special issue on best of {SIGKDD} 2011},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {4},
  pages     = {14:1--14:2},
  year      = {2012},
  url       = {https://doi.org/10.1145/2382577.2382578},
  doi       = {10.1145/2382577.2382578},
  timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GhoshSTC12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Gomez-RodriguezLK12,
  author    = {Manuel Gomez{-}Rodriguez and
               Jure Leskovec and
               Andreas Krause},
  title     = {Inferring Networks of Diffusion and Influence},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {4},
  pages     = {21:1--21:37},
  year      = {2012},
  url       = {https://doi.org/10.1145/2086737.2086741},
  doi       = {10.1145/2086737.2086741},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Gomez-RodriguezLK12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuhF12,
  author    = {Seungil Huh and
               Stephen E. Fienberg},
  title     = {Discriminative Topic Modeling Based on Manifold Learning},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {4},
  pages     = {20:1--20:25},
  year      = {2012},
  url       = {https://doi.org/10.1145/2086737.2086740},
  doi       = {10.1145/2086737.2086740},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuhF12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/IencoPM12,
  author    = {Dino Ienco and
               Ruggero G. Pensa and
               Rosa Meo},
  title     = {From Context to Distance: Learning Dissimilarity for Categorical Data
               Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {1},
  pages     = {1:1--1:25},
  year      = {2012},
  url       = {https://doi.org/10.1145/2133360.2133361},
  doi       = {10.1145/2133360.2133361},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/IencoPM12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/IwataYSU12,
  author    = {Tomoharu Iwata and
               Takeshi Yamada and
               Yasushi Sakurai and
               Naonori Ueda},
  title     = {Sequential Modeling of Topic Dynamics with Multiple Timescales},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {4},
  pages     = {19:1--19:27},
  year      = {2012},
  url       = {https://doi.org/10.1145/2086737.2086739},
  doi       = {10.1145/2086737.2086739},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/IwataYSU12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JinDEHSZ12,
  author    = {Yu Jin and
               Nick G. Duffield and
               Jeffrey Erman and
               Patrick Haffner and
               Subhabrata Sen and
               Zhi{-}Li Zhang},
  title     = {A Modular Machine Learning System for Flow-Level Traffic Classification
               in Large Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {1},
  pages     = {4:1--4:34},
  year      = {2012},
  url       = {https://doi.org/10.1145/2133360.2133364},
  doi       = {10.1145/2133360.2133364},
  timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/JinDEHSZ12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KaufmanRPS12,
  author    = {Shachar Kaufman and
               Saharon Rosset and
               Claudia Perlich and
               Ori Stitelman},
  title     = {Leakage in data mining: Formulation, detection, and avoidance},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {4},
  pages     = {15:1--15:21},
  year      = {2012},
  url       = {https://doi.org/10.1145/2382577.2382579},
  doi       = {10.1145/2382577.2382579},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/KaufmanRPS12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiYWL12,
  author    = {Chun Li and
               Qingyan Yang and
               Jianyong Wang and
               Ming Li},
  title     = {Efficient Mining of Gap-Constrained Subsequences and Its Various Applications},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {1},
  pages     = {2:1--2:39},
  year      = {2012},
  url       = {https://doi.org/10.1145/2133360.2133362},
  doi       = {10.1145/2133360.2133362},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiYWL12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuTZ12,
  author    = {Fei Tony Liu and
               Kai Ming Ting and
               Zhi{-}Hua Zhou},
  title     = {Isolation-Based Anomaly Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {1},
  pages     = {3:1--3:39},
  year      = {2012},
  url       = {https://doi.org/10.1145/2133360.2133363},
  doi       = {10.1145/2133360.2133363},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuTZ12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MampaeyVT12,
  author    = {Michael Mampaey and
               Jilles Vreeken and
               Nikolaj Tatti},
  title     = {Summarizing data succinctly with the most informative itemsets},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {4},
  pages     = {16:1--16:42},
  year      = {2012},
  url       = {https://doi.org/10.1145/2382577.2382580},
  doi       = {10.1145/2382577.2382580},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MampaeyVT12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MavroeidisM12,
  author    = {Dimitrios Mavroeidis and
               Panagis Magdalinos},
  title     = {A Sequential Sampling Framework for Spectral k-Means Based on Efficient
               Bootstrap Accuracy Estimations: Application to Distributed Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {2},
  pages     = {5:1--5:37},
  year      = {2012},
  url       = {https://doi.org/10.1145/2297456.2297457},
  doi       = {10.1145/2297456.2297457},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MavroeidisM12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MeloALF12,
  author    = {Pedro O. S. Vaz de Melo and
               Virg{\'{\i}}lio A. F. Almeida and
               Antonio Alfredo Ferreira Loureiro and
               Christos Faloutsos},
  title     = {Forecasting in the {NBA} and other team sports: Network effects in
               action},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {3},
  pages     = {13:1--13:27},
  year      = {2012},
  url       = {https://doi.org/10.1145/2362383.2362387},
  doi       = {10.1145/2362383.2362387},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/MeloALF12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShahafG12,
  author    = {Dafna Shahaf and
               Carlos Guestrin},
  title     = {Connecting Two (or Less) Dots: Discovering Structure in News Articles},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {4},
  pages     = {24:1--24:31},
  year      = {2012},
  url       = {https://doi.org/10.1145/2086737.2086744},
  doi       = {10.1145/2086737.2086744},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ShahafG12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangC12,
  author    = {Zhenxing Wang and
               Laiwan Chan},
  title     = {Learning bayesian networks from Markov random fields: An efficient
               algorithm for linear models},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {3},
  pages     = {10:1--10:31},
  year      = {2012},
  url       = {https://doi.org/10.1145/2362383.2362384},
  doi       = {10.1145/2362383.2362384},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangC12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangSZ12,
  author    = {Shaojun Wang and
               Dale Schuurmans and
               Yunxin Zhao},
  title     = {The Latent Maximum Entropy Principle},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {2},
  pages     = {8:1--8:42},
  year      = {2012},
  url       = {https://doi.org/10.1145/2297456.2297460},
  doi       = {10.1145/2297456.2297460},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangSZ12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangZLG12,
  author    = {Dingding Wang and
               Shenghuo Zhu and
               Tao Li and
               Yihong Gong},
  title     = {Comparative document summarization via discriminative sentence selection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {3},
  pages     = {12:1--12:18},
  year      = {2012},
  url       = {https://doi.org/10.1145/2362383.2362386},
  doi       = {10.1145/2362383.2362386},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangZLG12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WilkinsonAN12,
  author    = {Leland Wilkinson and
               Anushka Anand and
               Dang Tuan Nhon},
  title     = {Substantial improvements in the set-covering projection classifier
               {CHIRP} (composite hypercubes on iterated random projections)},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {4},
  pages     = {19:1--19:18},
  year      = {2012},
  url       = {https://doi.org/10.1145/2382577.2382583},
  doi       = {10.1145/2382577.2382583},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WilkinsonAN12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuZYL12,
  author    = {Tianbing Xu and
               Zhongfei Zhang and
               Philip S. Yu and
               Bo Long},
  title     = {Generative Models for Evolutionary Clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {6},
  number    = {2},
  pages     = {7:1--7:27},
  year      = {2012},
  url       = {https://doi.org/10.1145/2297456.2297459},
  doi       = {10.1145/2297456.2297459},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/XuZYL12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuHCL12,
  author    = {Hsiang{-}Fu Yu and
               Cho{-}Jui Hsieh and
               Kai{-}Wei Chang and
               Chih{-}Jen Lin},
  title     = {Large Linear Classification When Data Cannot Fit in Memory},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {4},
  pages     = {23:1--23:23},
  year      = {2012},
  url       = {https://doi.org/10.1145/2086737.2086743},
  doi       = {10.1145/2086737.2086743},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YuHCL12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChengZY11,
  author    = {Hong Cheng and
               Yang Zhou and
               Jeffrey Xu Yu},
  title     = {Clustering Large Attributed Graphs: {A} Balance between Structural
               and Attribute Similarities},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {2},
  pages     = {12:1--12:33},
  year      = {2011},
  url       = {https://doi.org/10.1145/1921632.1921638},
  doi       = {10.1145/1921632.1921638},
  timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChengZY11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DunlavyKA11,
  author    = {Daniel M. Dunlavy and
               Tamara G. Kolda and
               Evrim Acar},
  title     = {Temporal Link Prediction Using Matrix and Tensor Factorizations},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {2},
  pages     = {10:1--10:27},
  year      = {2011},
  url       = {https://doi.org/10.1145/1921632.1921636},
  doi       = {10.1145/1921632.1921636},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DunlavyKA11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KangTAFL11,
  author    = {U Kang and
               Charalampos E. Tsourakakis and
               Ana Paula Appel and
               Christos Faloutsos and
               Jure Leskovec},
  title     = {{HADI:} Mining Radii of Large Graphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {2},
  pages     = {8:1--8:24},
  year      = {2011},
  url       = {https://doi.org/10.1145/1921632.1921634},
  doi       = {10.1145/1921632.1921634},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/KangTAFL11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinSSKCK11,
  author    = {Yu{-}Ru Lin and
               Jimeng Sun and
               Hari Sundaram and
               Aisling Kelliher and
               Paul C. Castro and
               Ravi B. Konuru},
  title     = {Community Discovery via Metagraph Factorization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {3},
  pages     = {17:1--17:44},
  year      = {2011},
  url       = {https://doi.org/10.1145/1993077.1993081},
  doi       = {10.1145/1993077.1993081},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LinSSKCK11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MagdalinosDV11,
  author    = {Panagis Magdalinos and
               Christos Doulkeridis and
               Michalis Vazirgiannis},
  title     = {Enhancing Clustering Quality through Landmark-Based Dimensionality
               Reduction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {2},
  pages     = {11:1--11:44},
  year      = {2011},
  url       = {https://doi.org/10.1145/1921632.1921637},
  doi       = {10.1145/1921632.1921637},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MagdalinosDV11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MaierRJ11,
  author    = {Marc E. Maier and
               Matthew J. Rattigan and
               David D. Jensen},
  title     = {Indexing Network Structure with Shortest-Path Trees},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {3},
  pages     = {15:1--15:25},
  year      = {2011},
  url       = {https://doi.org/10.1145/1993077.1993079},
  doi       = {10.1145/1993077.1993079},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MaierRJ11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MenonE11,
  author    = {Aditya Krishna Menon and
               Charles Elkan},
  title     = {Fast Algorithms for Approximating the Singular Value Decomposition},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {2},
  pages     = {13:1--13:36},
  year      = {2011},
  url       = {https://doi.org/10.1145/1921632.1921639},
  doi       = {10.1145/1921632.1921639},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MenonE11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SunLTA11,
  author    = {Jimeng Sun and
               Yan Liu and
               Jie Tang and
               Chid Apt{\'{e}}},
  title     = {Introduction to Special Issue on Large-Scale Data Mining},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {2},
  pages     = {7:1},
  year      = {2011},
  url       = {https://doi.org/10.1145/1921632.1921633},
  doi       = {10.1145/1921632.1921633},
  timestamp = {Fri, 16 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SunLTA11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/VriesKCC11,
  author    = {Timothy de Vries and
               Hui Ke and
               Sanjay Chawla and
               Peter Christen},
  title     = {Robust Record Linkage Blocking Using Suffix Arrays and Bloom Filters},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {2},
  pages     = {9:1--9:27},
  year      = {2011},
  url       = {https://doi.org/10.1145/1921632.1921635},
  doi       = {10.1145/1921632.1921635},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/VriesKCC11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangZLCG11,
  author    = {Dingding Wang and
               Shenghuo Zhu and
               Tao Li and
               Yun Chi and
               Yihong Gong},
  title     = {Integrating Document Clustering and Multidocument Summarization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {3},
  pages     = {14:1--14:26},
  year      = {2011},
  url       = {https://doi.org/10.1145/1993077.1993078},
  doi       = {10.1145/1993077.1993078},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WangZLCG11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WongFWYP11,
  author    = {Raymond Chi{-}Wing Wong and
               Ada Wai{-}Chee Fu and
               Ke Wang and
               Philip S. Yu and
               Jian Pei},
  title     = {Can the Utility of Anonymized Data be Used for Privacy Breaches?},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {3},
  pages     = {16:1--16:24},
  year      = {2011},
  url       = {https://doi.org/10.1145/1993077.1993080},
  doi       = {10.1145/1993077.1993080},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WongFWYP11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BecchettiBCG10,
  author    = {Luca Becchetti and
               Paolo Boldi and
               Carlos Castillo and
               Aristides Gionis},
  title     = {Efficient algorithms for large-scale local triangle counting},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {3},
  pages     = {13:1--13:28},
  year      = {2010},
  url       = {https://doi.org/10.1145/1839490.1839494},
  doi       = {10.1145/1839490.1839494},
  timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BecchettiBCG10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BouguessaWD10,
  author    = {Mohamed Bouguessa and
               Shengrui Wang and
               Beno{\^{\i}}t Dumoulin},
  title     = {Discovering Knowledge-Sharing Communities in Question-Answering Forums},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {1},
  pages     = {3:1--3:49},
  year      = {2010},
  url       = {https://doi.org/10.1145/1870096.1870099},
  doi       = {10.1145/1870096.1870099},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BouguessaWD10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenPC10,
  author    = {Ye Chen and
               Dmitry Pavlov and
               John F. Canny},
  title     = {Behavioral Targeting: The Art of Scaling Up Simple Algorithms},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {4},
  pages     = {17:1--17:31},
  year      = {2010},
  url       = {https://doi.org/10.1145/1857947.1857949},
  doi       = {10.1145/1857947.1857949},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenPC10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenX10,
  author    = {Jinlin Chen and
               Keli Xiao},
  title     = {{BISC:} {A} bitmap itemset support counting approach for efficient
               frequent itemset mining},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {3},
  pages     = {12:1--12:37},
  year      = {2010},
  url       = {https://doi.org/10.1145/1839490.1839493},
  doi       = {10.1145/1839490.1839493},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenX10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CuiFD10,
  author    = {Ying Cui and
               Xiaoli Z. Fern and
               Jennifer G. Dy},
  title     = {Learning multiple nonredundant clusterings},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {3},
  pages     = {15:1--15:32},
  year      = {2010},
  url       = {https://doi.org/10.1145/1839490.1839496},
  doi       = {10.1145/1839490.1839496},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/CuiFD10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DeodharG10,
  author    = {Meghana Deodhar and
               Joydeep Ghosh},
  title     = {{SCOAL:} {A} framework for simultaneous co-clustering and learning
               from complex data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {3},
  pages     = {11:1--11:31},
  year      = {2010},
  url       = {https://doi.org/10.1145/1839490.1839492},
  doi       = {10.1145/1839490.1839492},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DeodharG10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiTYY10,
  author    = {Shuiwang Ji and
               Lei Tang and
               Shipeng Yu and
               Jieping Ye},
  title     = {A shared-subspace learning framework for multi-label classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {2},
  pages     = {8:1--8:29},
  year      = {2010},
  url       = {https://doi.org/10.1145/1754428.1754431},
  doi       = {10.1145/1754428.1754431},
  timestamp = {Sat, 18 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JiTYY10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KandylasUU10,
  author    = {Vasileios Kandylas and
               S. Phineas Upham and
               Lyle H. Ungar},
  title     = {Analyzing knowledge communities using foreground and background clusters},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {2},
  pages     = {7:1--7:35},
  year      = {2010},
  url       = {https://doi.org/10.1145/1754428.1754430},
  doi       = {10.1145/1754428.1754430},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/KandylasUU10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Koren10,
  author    = {Yehuda Koren},
  title     = {Factor in the neighbors: Scalable and accurate collaborative filtering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {1},
  pages     = {1:1--1:24},
  year      = {2010},
  url       = {https://doi.org/10.1145/1644873.1644874},
  doi       = {10.1145/1644873.1644874},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Koren10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuGF10,
  author    = {Chao Liu and
               Fan Guo and
               Christos Faloutsos},
  title     = {Bayesian Browsing Model: Exact Inference of Document Relevance from
               Petabyte-Scale Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {4},
  pages     = {19:1--19:26},
  year      = {2010},
  url       = {https://doi.org/10.1145/1857947.1857951},
  doi       = {10.1145/1857947.1857951},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuGF10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuT10,
  author    = {Kun Liu and
               Evimaria Terzi},
  title     = {A Framework for Computing the Privacy Scores of Users in Online Social
               Networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {1},
  pages     = {6:1--6:30},
  year      = {2010},
  url       = {https://doi.org/10.1145/1870096.1870102},
  doi       = {10.1145/1870096.1870102},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuT10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MohammedFHL10,
  author    = {Noman Mohammed and
               Benjamin C. M. Fung and
               Patrick C. K. Hung and
               Cheuk{-}kwong Lee},
  title     = {Centralized and Distributed Anonymization for High-Dimensional Healthcare
               Data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {4},
  pages     = {18:1--18:33},
  year      = {2010},
  url       = {https://doi.org/10.1145/1857947.1857950},
  doi       = {10.1145/1857947.1857950},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MohammedFHL10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PlangprasopchokL10,
  author    = {Anon Plangprasopchok and
               Kristina Lerman},
  title     = {Modeling Social Annotation: {A} Bayesian Approach},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {1},
  pages     = {4:1--4:32},
  year      = {2010},
  url       = {https://doi.org/10.1145/1870096.1870100},
  doi       = {10.1145/1870096.1870100},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/PlangprasopchokL10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PlantevitLLTC10,
  author    = {Marc Plantevit and
               Anne Laurent and
               Dominique Laurent and
               Maguelonne Teisseire and
               Yeow Wei Choong},
  title     = {Mining multidimensional and multilevel sequential patterns},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {1},
  pages     = {4:1--4:37},
  year      = {2010},
  url       = {https://doi.org/10.1145/1644873.1644877},
  doi       = {10.1145/1644873.1644877},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/PlantevitLLTC10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RuggieriPT10,
  author    = {Salvatore Ruggieri and
               Dino Pedreschi and
               Franco Turini},
  title     = {Data mining for discrimination discovery},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {2},
  pages     = {9:1--9:40},
  year      = {2010},
  url       = {https://doi.org/10.1145/1754428.1754432},
  doi       = {10.1145/1754428.1754432},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/RuggieriPT10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SakuraiFP10,
  author    = {Yasushi Sakurai and
               Christos Faloutsos and
               Spiros Papadimitriou},
  title     = {Fast Discovery of Group Lag Correlations in Streams},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {1},
  pages     = {5:1--5:43},
  year      = {2010},
  url       = {https://doi.org/10.1145/1870096.1870101},
  doi       = {10.1145/1870096.1870101},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SakuraiFP10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SyedSKIG10,
  author    = {Zeeshan Syed and
               Collin M. Stultz and
               Manolis Kellis and
               Piotr Indyk and
               John V. Guttag},
  title     = {Motif discovery in physiological datasets: {A} methodology for inferring
               predictive elements},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {1},
  pages     = {2:1--2:23},
  year      = {2010},
  url       = {https://doi.org/10.1145/1644873.1644875},
  doi       = {10.1145/1644873.1644875},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SyedSKIG10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TangYZZ10,
  author    = {Jie Tang and
               Limin Yao and
               Duo Zhang and
               Jing Zhang},
  title     = {A Combination Approach to Web User Profiling},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {1},
  pages     = {2:1--2:44},
  year      = {2010},
  url       = {https://doi.org/10.1145/1870096.1870098},
  doi       = {10.1145/1870096.1870098},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/TangYZZ10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ThomasVK10,
  author    = {Lini T. Thomas and
               Satyanarayana R. Valluri and
               Kamalakar Karlapalem},
  title     = {{MARGIN:} Maximal frequent subgraph mining},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {3},
  pages     = {10:1--10:42},
  year      = {2010},
  url       = {https://doi.org/10.1145/1839490.1839491},
  doi       = {10.1145/1839490.1839491},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ThomasVK10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Vadera10,
  author    = {Sunil Vadera},
  title     = {{CSNL:} {A} cost-sensitive non-linear decision tree algorithm},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {2},
  pages     = {6:1--6:25},
  year      = {2010},
  url       = {https://doi.org/10.1145/1754428.1754429},
  doi       = {10.1145/1754428.1754429},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Vadera10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Wang10,
  author    = {Wei Wang},
  title     = {{TKDD} Special Issue {SIGKDD} 2009},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {4},
  pages     = {16:1},
  year      = {2010},
  url       = {https://doi.org/10.1145/1857947.1857948},
  doi       = {10.1145/1857947.1857948},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Wang10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Webb10,
  author    = {Geoffrey I. Webb},
  title     = {Self-sufficient itemsets: An approach to screening potentially interesting
               associations between items},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {1},
  pages     = {3:1--3:20},
  year      = {2010},
  url       = {https://doi.org/10.1145/1644873.1644876},
  doi       = {10.1145/1644873.1644876},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Webb10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuJRSG10,
  author    = {Mingxi Wu and
               Chris Jermaine and
               Sanjay Ranka and
               Xiuyao Song and
               John Gums},
  title     = {A Model-Agnostic Framework for Fast Spatial Anomaly Detection},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {4},
  pages     = {20:1--20:30},
  year      = {2010},
  url       = {https://doi.org/10.1145/1857947.1857952},
  doi       = {10.1145/1857947.1857952},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WuJRSG10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZakiCS10,
  author    = {Mohammed J. Zaki and
               Christopher D. Carothers and
               Boleslaw K. Szymanski},
  title     = {{VOGUE:} {A} variable order hidden Markov model with duration based
               on frequent sequence mining},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {1},
  pages     = {5:1--5:31},
  year      = {2010},
  url       = {https://doi.org/10.1145/1644873.1644878},
  doi       = {10.1145/1644873.1644878},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZakiCS10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangZ10,
  author    = {Yin Zhang and
               Zhi{-}Hua Zhou},
  title     = {Multilabel dimensionality reduction via dependence maximization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {4},
  number    = {3},
  pages     = {14:1--14:21},
  year      = {2010},
  url       = {https://doi.org/10.1145/1839490.1839495},
  doi       = {10.1145/1839490.1839495},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangZ10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhongPYY10,
  author    = {Ning Zhong and
               Gregory Piatetsky{-}Shapiro and
               Yiyu Yao and
               Philip S. Yu},
  title     = {{ACM} {TKDD} Special Issue on Knowledge Discovery for Web Intelligence},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {5},
  number    = {1},
  pages     = {1:1},
  year      = {2010},
  url       = {https://doi.org/10.1145/1870096.1870097},
  doi       = {10.1145/1870096.1870097},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhongPYY10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AgichteinLB09,
  author    = {Eugene Agichtein and
               Yandong Liu and
               Jiang Bian},
  title     = {Modeling information-seeker satisfaction in community question answering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {2},
  pages     = {10:1--10:27},
  year      = {2009},
  url       = {https://doi.org/10.1145/1514888.1514893},
  doi       = {10.1145/1514888.1514893},
  timestamp = {Thu, 20 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AgichteinLB09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AngiulliF09,
  author    = {Fabrizio Angiulli and
               Fabio Fassetti},
  title     = {{DOLPHIN:} An efficient algorithm for mining distance-based outliers
               in very large datasets},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {1},
  pages     = {4:1--4:57},
  year      = {2009},
  url       = {https://doi.org/10.1145/1497577.1497581},
  doi       = {10.1145/1497577.1497581},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AngiulliF09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AsurPU09,
  author    = {Sitaram Asur and
               Srinivasan Parthasarathy and
               Duygu Ucar},
  title     = {An event-based framework for characterizing the evolutionary behavior
               of interaction graphs},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {4},
  pages     = {16:1--16:36},
  year      = {2009},
  url       = {https://doi.org/10.1145/1631162.1631164},
  doi       = {10.1145/1631162.1631164},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/AsurPU09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BilgicG09,
  author    = {Mustafa Bilgic and
               Lise Getoor},
  title     = {Reflect and correct: {A} misclassification prediction approach to
               active inference},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {4},
  pages     = {20:1--20:32},
  year      = {2009},
  url       = {https://doi.org/10.1145/1631162.1631168},
  doi       = {10.1145/1631162.1631168},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BilgicG09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CerfBRB09,
  author    = {Lo{\"{\i}}c Cerf and
               J{\'{e}}r{\'{e}}my Besson and
               C{\'{e}}line Robardet and
               Jean{-}Fran{\c{c}}ois Boulicaut},
  title     = {Closed patterns meet \emph{n}-ary relations},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {1},
  pages     = {3:1--3:36},
  year      = {2009},
  url       = {https://doi.org/10.1145/1497577.1497580},
  doi       = {10.1145/1497577.1497580},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/CerfBRB09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenRST09,
  author    = {Bee{-}Chung Chen and
               Raghu Ramakrishnan and
               Jude W. Shavlik and
               Pradeep Tamma},
  title     = {Bellwether analysis: Searching for cost-effective query-defined predictors
               in large databases},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {1},
  pages     = {5:1--5:49},
  year      = {2009},
  url       = {https://doi.org/10.1145/1497577.1497582},
  doi       = {10.1145/1497577.1497582},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChenRST09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChiSZHT09,
  author    = {Yun Chi and
               Xiaodan Song and
               Dengyong Zhou and
               Koji Hino and
               Belle L. Tseng},
  title     = {On evolutionary spectral clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {4},
  pages     = {17:1--17:30},
  year      = {2009},
  url       = {https://doi.org/10.1145/1631162.1631165},
  doi       = {10.1145/1631162.1631165},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChiSZHT09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChuangCC09,
  author    = {Kun{-}Ta Chuang and
               Hung{-}Leng Chen and
               Ming{-}Syan Chen},
  title     = {Feature-preserved sampling over streaming data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {4},
  pages     = {15:1--15:45},
  year      = {2009},
  url       = {https://doi.org/10.1145/1460797.1460798},
  doi       = {10.1145/1460797.1460798},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ChuangCC09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DhurandharD09,
  author    = {Amit Dhurandhar and
               Alin Dobra},
  title     = {Semi-analytical method for analyzing models and model selection measures
               based on moment analysis},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {1},
  pages     = {2:1--2:51},
  year      = {2009},
  url       = {https://doi.org/10.1145/1497577.1497579},
  doi       = {10.1145/1497577.1497579},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DhurandharD09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DomeniconiA09,
  author    = {Carlotta Domeniconi and
               Muna Al{-}Razgan},
  title     = {Weighted cluster ensembles: Methods and analysis},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {4},
  pages     = {17:1--17:40},
  year      = {2009},
  url       = {https://doi.org/10.1145/1460797.1460800},
  doi       = {10.1145/1460797.1460800},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/DomeniconiA09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/FujiwaraSK09,
  author    = {Yasuhiro Fujiwara and
               Yasushi Sakurai and
               Masaru Kitsuregawa},
  title     = {Fast likelihood search for hidden Markov models},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {4},
  pages     = {18:1--18:37},
  year      = {2009},
  url       = {https://doi.org/10.1145/1631162.1631166},
  doi       = {10.1145/1631162.1631166},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/FujiwaraSK09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiangP09,
  author    = {Daxin Jiang and
               Jian Pei},
  title     = {Mining frequent cross-graph quasi-cliques},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {4},
  pages     = {16:1--16:42},
  year      = {2009},
  url       = {https://doi.org/10.1145/1460797.1460799},
  doi       = {10.1145/1460797.1460799},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JiangP09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KiernanT09,
  author    = {Jerry Kiernan and
               Evimaria Terzi},
  title     = {Constructing comprehensive summaries of large event sequences},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {4},
  pages     = {21:1--21:31},
  year      = {2009},
  url       = {https://doi.org/10.1145/1631162.1631169},
  doi       = {10.1145/1631162.1631169},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/KiernanT09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KimuraSM09,
  author    = {Masahiro Kimura and
               Kazumi Saito and
               Hiroshi Motoda},
  title     = {Blocking links to minimize contamination spread in a social network},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {2},
  pages     = {9:1--9:23},
  year      = {2009},
  url       = {https://doi.org/10.1145/1514888.1514892},
  doi       = {10.1145/1514888.1514892},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/KimuraSM09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KriegelKZ09,
  author    = {Hans{-}Peter Kriegel and
               Peer Kr{\"{o}}ger and
               Arthur Zimek},
  title     = {Clustering high-dimensional data: {A} survey on subspace clustering,
               pattern-based clustering, and correlation clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {1},
  pages     = {1:1--1:58},
  year      = {2009},
  url       = {https://doi.org/10.1145/1497577.1497578},
  doi       = {10.1145/1497577.1497578},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/KriegelKZ09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinCZST09,
  author    = {Yu{-}Ru Lin and
               Yun Chi and
               Shenghuo Zhu and
               Hari Sundaram and
               Belle L. Tseng},
  title     = {Analyzing communities and their evolutions in dynamic social networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {2},
  pages     = {8:1--8:31},
  year      = {2009},
  url       = {https://doi.org/10.1145/1514888.1514891},
  doi       = {10.1145/1514888.1514891},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LinCZST09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuSYAY09,
  author    = {Huan Liu and
               John J. Salerno and
               Michael Young and
               Rakesh Agrawal and
               Philip S. Yu},
  title     = {Introduction to special issue on social computing, behavioral modeling,
               and prediction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {2},
  pages     = {6:1--6:3},
  year      = {2009},
  url       = {https://doi.org/10.1145/1514888.1514889},
  doi       = {10.1145/1514888.1514889},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LiuSYAY09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MannilaG09,
  author    = {Heikki Mannila and
               Dimitrios Gunopulos},
  title     = {{ACM} {TKDD} special issue {ACM} {SIGKDD} 2007 and {ACM} {SIGKDD}
               2008},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {4},
  pages     = {15:1--15:2},
  year      = {2009},
  url       = {https://doi.org/10.1145/1631162.1631163},
  doi       = {10.1145/1631162.1631163},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MannilaG09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MehlerS09,
  author    = {Andrew Mehler and
               Steven Skiena},
  title     = {Expanding network communities from representative examples},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {2},
  pages     = {7:1--7:27},
  year      = {2009},
  url       = {https://doi.org/10.1145/1514888.1514890},
  doi       = {10.1145/1514888.1514890},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MehlerS09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TorvikS09,
  author    = {Vetle I. Torvik and
               Neil R. Smalheiser},
  title     = {Author name disambiguation in {MEDLINE}},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {3},
  pages     = {11:1--11:29},
  year      = {2009},
  url       = {https://doi.org/10.1145/1552303.1552304},
  doi       = {10.1145/1552303.1552304},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/TorvikS09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TuC09,
  author    = {Li Tu and
               Yixin Chen},
  title     = {Stream data clustering based on grid density and attraction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {3},
  pages     = {12:1--12:27},
  year      = {2009},
  url       = {https://doi.org/10.1145/1552303.1552305},
  doi       = {10.1145/1552303.1552305},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/TuC09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WanNDYZ09,
  author    = {Li Wan and
               Wee Keong Ng and
               Xuan{-}Hong Dang and
               Philip S. Yu and
               Kuan Zhang},
  title     = {Density-based clustering of data streams at multiple resolutions},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {3},
  pages     = {14:1--14:28},
  year      = {2009},
  url       = {https://doi.org/10.1145/1552303.1552307},
  doi       = {10.1145/1552303.1552307},
  timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/WanNDYZ09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangLT09,
  author    = {Zhenjie Zhang and
               Laks V. S. Lakshmanan and
               Anthony K. H. Tung},
  title     = {On domination game analysis for microeconomic data mining},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {4},
  pages     = {18:1--18:27},
  year      = {2009},
  url       = {https://doi.org/10.1145/1460797.1460801},
  doi       = {10.1145/1460797.1460801},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangLT09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangZW09,
  author    = {Xiang Zhang and
               Fei Zou and
               Wei Wang},
  title     = {Efficient algorithms for genome-wide association study},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {4},
  pages     = {19:1--19:28},
  year      = {2009},
  url       = {https://doi.org/10.1145/1631162.1631167},
  doi       = {10.1145/1631162.1631167},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangZW09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhouP09,
  author    = {Bin Zhou and
               Jian Pei},
  title     = {Link spam target detection using page farms},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {3},
  number    = {3},
  pages     = {13:1--13:38},
  year      = {2009},
  url       = {https://doi.org/10.1145/1552303.1552306},
  doi       = {10.1145/1552303.1552306},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhouP09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CormodeKMS08,
  author    = {Graham Cormode and
               Flip Korn and
               S. Muthukrishnan and
               Divesh Srivastava},
  title     = {Finding hierarchical heavy hitters in streaming data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {4},
  pages     = {2:1--2:48},
  year      = {2008},
  url       = {https://doi.org/10.1145/1324172.1324174},
  doi       = {10.1145/1324172.1324174},
  timestamp = {Fri, 07 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/CormodeKMS08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GeEGHBB08,
  author    = {Rong Ge and
               Martin Ester and
               Byron J. Gao and
               Zengjian Hu and
               Binay K. Bhattacharya and
               Boaz Ben{-}Moshe},
  title     = {Joint cluster analysis of attribute data and relationship data: The
               connected \emph{k}-center problem, algorithms and applications},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {2},
  pages     = {7:1--7:35},
  year      = {2008},
  url       = {https://doi.org/10.1145/1376815.1376816},
  doi       = {10.1145/1376815.1376816},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GeEGHBB08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuptaG08,
  author    = {Gunjan Gupta and
               Joydeep Ghosh},
  title     = {Bregman bubble clustering: {A} robust framework for mining dense clusters},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {2},
  pages     = {8:1--8:49},
  year      = {2008},
  url       = {https://doi.org/10.1145/1376815.1376817},
  doi       = {10.1145/1376815.1376817},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GuptaG08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HalkidiGVKD08,
  author    = {Maria Halkidi and
               Dimitrios Gunopulos and
               Michalis Vazirgiannis and
               Nitin Kumar and
               Carlotta Domeniconi},
  title     = {A clustering framework based on subjective and objective validity
               criteria},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {4},
  pages     = {4:1--4:25},
  year      = {2008},
  url       = {https://doi.org/10.1145/1324172.1324176},
  doi       = {10.1145/1324172.1324176},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HalkidiGVKD08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HashimotoAUKM08,
  author    = {Kosuke Hashimoto and
               Kiyoko F. Aoki{-}Kinoshita and
               Nobuhisa Ueda and
               Minoru Kanehisa and
               Hiroshi Mamitsuka},
  title     = {A new efficient probabilistic model for mining labeled ordered trees
               applied to glycobiology},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {1},
  pages     = {6:1--6:30},
  year      = {2008},
  url       = {https://doi.org/10.1145/1342320.1342326},
  doi       = {10.1145/1342320.1342326},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HashimotoAUKM08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/IslamI08,
  author    = {Aminul Islam and
               Diana Zaiu Inkpen},
  title     = {Semantic text similarity using corpus-based word similarity and string
               similarity},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {2},
  pages     = {10:1--10:25},
  year      = {2008},
  url       = {https://doi.org/10.1145/1376815.1376819},
  doi       = {10.1145/1376815.1376819},
  timestamp = {Wed, 27 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/IslamI08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JinMR08,
  author    = {Ying Jin and
               T. M. Murali and
               Naren Ramakrishnan},
  title     = {Compositional mining of multirelational biological datasets},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {1},
  pages     = {2:1--2:35},
  year      = {2008},
  url       = {https://doi.org/10.1145/1342320.1342322},
  doi       = {10.1145/1342320.1342322},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/JinMR08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LakshmananNR08,
  author    = {Laks V. S. Lakshmanan and
               Raymond T. Ng and
               Ganesh Ramesh},
  title     = {On disclosure risk analysis of anonymized itemsets in the presence
               of prior knowledge},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {3},
  pages     = {13:1--13:44},
  year      = {2008},
  url       = {https://doi.org/10.1145/1409620.1409623},
  doi       = {10.1145/1409620.1409623},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LakshmananNR08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LuTNLW08,
  author    = {Yijuan Lu and
               Qi Tian and
               Jennifer L. Neary and
               Feng Liu and
               Yufeng Wang},
  title     = {Adaptive discriminant analysis for microarray-based classification},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {1},
  pages     = {5:1--5:20},
  year      = {2008},
  url       = {https://doi.org/10.1145/1342320.1342325},
  doi       = {10.1145/1342320.1342325},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/LuTNLW08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MangasarianWF08,
  author    = {Olvi L. Mangasarian and
               Edward W. Wild and
               Glenn Fung},
  title     = {Privacy-preserving classification of vertically partitioned data via
               random kernels},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {3},
  pages     = {12:1--12:16},
  year      = {2008},
  url       = {https://doi.org/10.1145/1409620.1409622},
  doi       = {10.1145/1409620.1409622},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MangasarianWF08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SahayMAGNR08,
  author    = {Saurav Sahay and
               Sougata Mukherjea and
               Eugene Agichtein and
               Ernest V. Garcia and
               Shamkant B. Navathe and
               Ashwin Ram},
  title     = {Discovering semantic biomedical relations utilizing the Web},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {1},
  pages     = {3:1--3:15},
  year      = {2008},
  url       = {https://doi.org/10.1145/1342320.1342323},
  doi       = {10.1145/1342320.1342323},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SahayMAGNR08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SomaiyaJR08,
  author    = {Manas Somaiya and
               Christopher M. Jermaine and
               Sanjay Ranka},
  title     = {Learning correlations using the mixture-of-subsets model},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {4},
  pages     = {3:1--3:42},
  year      = {2008},
  url       = {https://doi.org/10.1145/1324172.1324175},
  doi       = {10.1145/1324172.1324175},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SomaiyaJR08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SunTPYF08,
  author    = {Jimeng Sun and
               Dacheng Tao and
               Spiros Papadimitriou and
               Philip S. Yu and
               Christos Faloutsos},
  title     = {Incremental tensor analysis: Theory and applications},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {3},
  pages     = {11:1--11:37},
  year      = {2008},
  url       = {https://doi.org/10.1145/1409620.1409621},
  doi       = {10.1145/1409620.1409621},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/SunTPYF08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TanHDCF08,
  author    = {Henry Tan and
               Fedja Hadzic and
               Tharam S. Dillon and
               Elizabeth Chang and
               Ling Feng},
  title     = {Tree model guided candidate generation for mining frequent subtrees
               from {XML} documents},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {2},
  pages     = {9:1--9:43},
  year      = {2008},
  url       = {https://doi.org/10.1145/1376815.1376818},
  doi       = {10.1145/1376815.1376818},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/TanHDCF08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TangLZAS08,
  author    = {Lei Tang and
               Huan Liu and
               Jianping Zhang and
               Nitin Agarwal and
               John J. Salerno},
  title     = {Topic taxonomy adaptation for group profiling},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {4},
  pages     = {1:1--1:28},
  year      = {2008},
  url       = {https://doi.org/10.1145/1324172.1324173},
  doi       = {10.1145/1324172.1324173},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/TangLZAS08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/VaidyaCKP08,
  author    = {Jaideep Vaidya and
               Chris Clifton and
               Murat Kantarcioglu and
               A. Scott Patterson},
  title     = {Privacy-preserving decision trees over vertically partitioned data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {3},
  pages     = {14:1--14:27},
  year      = {2008},
  url       = {https://doi.org/10.1145/1409620.1409624},
  doi       = {10.1145/1409620.1409624},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/VaidyaCKP08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YeCJK08,
  author    = {Jieping Ye and
               Jianhui Chen and
               Ravi Janardan and
               Sudhir Kumar},
  title     = {Developmental stage annotation of Drosophila gene expression pattern
               images via an entire solution path for {LDA}},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {1},
  pages     = {4:1--4:21},
  year      = {2008},
  url       = {https://doi.org/10.1145/1342320.1342324},
  doi       = {10.1145/1342320.1342324},
  timestamp = {Fri, 05 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/YeCJK08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZakiKYW08,
  author    = {Mohammed J. Zaki and
               George Karypis and
               Jiong Yang and
               Wei Wang},
  title     = {Introduction to special issue on bioinformatics},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {2},
  number    = {1},
  pages     = {1:1},
  year      = {2008},
  url       = {https://doi.org/10.1145/1342320.1342321},
  doi       = {10.1145/1342320.1342321},
  timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZakiKYW08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BayardoBDGG07,
  author    = {Roberto J. Bayardo and
               Kristin P. Bennett and
               Gautam Das and
               Dimitrios Gunopulos and
               Johannes Gunopulos},
  title     = {Introduction to special issue {ACM} {SIGKDD} 2006},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {3},
  pages     = {9},
  year      = {2007},
  url       = {https://doi.org/10.1145/1297332.1297333},
  doi       = {10.1145/1297332.1297333},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BayardoBDGG07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BhattacharyaG07,
  author    = {Indrajit Bhattacharya and
               Lise Getoor},
  title     = {Collective entity resolution in relational data},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {1},
  pages     = {5},
  year      = {2007},
  url       = {https://doi.org/10.1145/1217299.1217304},
  doi       = {10.1145/1217299.1217304},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/BhattacharyaG07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BohmFPP07,
  author    = {Christian B{\"{o}}hm and
               Christos Faloutsos and
               Jia{-}Yu Pan and
               Claudia Plant},
  title     = {{RIC:} Parameter-free noise-robust clustering},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {3},
  pages     = {10},
  year      = {2007},
  url       = {https://doi.org/10.1145/1297332.1297334},
  doi       = {10.1145/1297332.1297334},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/BohmFPP07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GionisMMT07,
  author    = {Aristides Gionis and
               Heikki Mannila and
               Taneli Mielik{\"{a}}inen and
               Panayiotis Tsaparas},
  title     = {Assessing data mining results via swap randomization},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {3},
  pages     = {14},
  year      = {2007},
  url       = {https://doi.org/10.1145/1297332.1297338},
  doi       = {10.1145/1297332.1297338},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GionisMMT07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GionisMT07,
  author    = {Aristides Gionis and
               Heikki Mannila and
               Panayiotis Tsaparas},
  title     = {Clustering aggregation},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {1},
  pages     = {4},
  year      = {2007},
  url       = {https://doi.org/10.1145/1217299.1217303},
  doi       = {10.1145/1217299.1217303},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/GionisMT07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Han07,
  author    = {Jiawei Han},
  title     = {Introduction},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {1},
  pages     = {1},
  year      = {2007},
  url       = {https://doi.org/10.1145/1217299.1217300},
  doi       = {10.1145/1217299.1217300},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/Han07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangDC07,
  author    = {Jen{-}Wei Huang and
               Bi{-}Ru Dai and
               Ming{-}Syan Chen},
  title     = {Twain: Two-end association miner with precise frequent exhibition
               periods},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {2},
  pages     = {8},
  year      = {2007},
  url       = {https://doi.org/10.1145/1267066.1267069},
  doi       = {10.1145/1267066.1267069},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/HuangDC07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/IhlerHS07,
  author    = {Alexander T. Ihler and
               Jon Hutchins and
               Padhraic Smyth},
  title     = {Learning to detect events with Markov-modulated poisson processes},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {3},
  pages     = {13},
  year      = {2007},
  url       = {https://doi.org/10.1145/1297332.1297337},
  doi       = {10.1145/1297332.1297337},
  timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/IhlerHS07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KorenNV07,
  author    = {Yehuda Koren and
               Stephen C. North and
               Chris Volinsky},
  title     = {Measuring and extracting proximity graphs in networks},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {3},
  pages     = {12},
  year      = {2007},
  url       = {https://doi.org/10.1145/1297332.1297336},
  doi       = {10.1145/1297332.1297336},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/KorenNV07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LeskovecKF07,
  author    = {Jure Leskovec and
               Jon M. Kleinberg and
               Christos Faloutsos},
  title     = {Graph evolution: Densification and shrinking diameters},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {1},
  pages     = {2},
  year      = {2007},
  url       = {https://doi.org/10.1145/1217299.1217301},
  doi       = {10.1145/1217299.1217301},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LeskovecKF07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LohCZ07,
  author    = {Wei{-}Yin Loh and
               Chien{-}Wei Chen and
               Wei Zheng},
  title     = {Extrapolation errors in linear model trees},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {2},
  pages     = {6},
  year      = {2007},
  url       = {https://doi.org/10.1145/1267066.1267067},
  doi       = {10.1145/1267066.1267067},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/LohCZ07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MachanavajjhalaKGV07,
  author    = {Ashwin Machanavajjhala and
               Daniel Kifer and
               Johannes Gehrke and
               Muthuramakrishnan Venkitasubramaniam},
  title     = {\emph{L}-diversity: Privacy beyond \emph{k}-anonymity},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {1},
  pages     = {3},
  year      = {2007},
  url       = {https://doi.org/10.1145/1217299.1217302},
  doi       = {10.1145/1217299.1217302},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MachanavajjhalaKGV07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MeiXCHZ07,
  author    = {Qiaozhu Mei and
               Dong Xin and
               Hong Cheng and
               Jiawei Han and
               Chengxiang Zhai},
  title     = {Semantic annotation of frequent patterns},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {3},
  pages     = {11},
  year      = {2007},
  url       = {https://doi.org/10.1145/1297332.1297335},
  doi       = {10.1145/1297332.1297335},
  timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tkdd/MeiXCHZ07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangKCY07,
  author    = {Minghua Zhang and
               Ben Kao and
               David W. Cheung and
               Kevin Y. Yip},
  title     = {Mining periodic patterns with gap requirement from sequences},
  journal   = {{ACM} Trans. Knowl. Discov. Data},
  volume    = {1},
  number    = {2},
  pages     = {7},
  year      = {2007},
  url       = {https://doi.org/10.1145/1267066.1267068},
  doi       = {10.1145/1267066.1267068},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkdd/ZhangKCY07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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