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@article{DBLP:journals/tbd/CaoZZLL24, author = {Xingyu Cao and Xiangtao Zhang and Ce Zhu and Jiani Liu and Yipeng Liu}, title = {TS-RTPM-Net: Data-Driven Tensor Sketching for Efficient {CP} Decomposition}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {1}, pages = {1--11}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3310254}, doi = {10.1109/TBDATA.2023.3310254}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tbd/CaoZZLL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/ChenTCYFZ24, author = {Rui Chen and Yongqiang Tang and Xiangrui Cai and Xiaojie Yuan and Wenlong Feng and Wensheng Zhang}, title = {Graph Structure Aware Contrastive Multi-View Clustering}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {3}, pages = {260--274}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3334674}, doi = {10.1109/TBDATA.2023.3334674}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/ChenTCYFZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/ChengMJZWXW24, author = {Yongli Cheng and Yan Ma and Hong Jiang and Lingfang Zeng and Fang Wang and Xianghao Xu and Yuhang Wu}, title = {TgStore: An Efficient Storage System for Large Time-Evolving Graphs}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {2}, pages = {158--173}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2024.3366087}, doi = {10.1109/TBDATA.2024.3366087}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/ChengMJZWXW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/DjenouriBMS24, author = {Youcef Djenouri and Ahmed Nabil Belbachir and Tomasz P. Michalak and Gautam Srivastava}, title = {A Federated Convolution Transformer for Fake News Detection}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {3}, pages = {214--225}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3325746}, doi = {10.1109/TBDATA.2023.3325746}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/DjenouriBMS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/GongDY24, author = {Chaoyu Gong and Jim Demmel and Yang You}, title = {Scalable Evidential K-Nearest Neighbor Classification on Big Data}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {3}, pages = {226--237}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3327220}, doi = {10.1109/TBDATA.2023.3327220}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/GongDY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/GuanLZZSW24, author = {Yunguo Guan and Rongxing Lu and Songnian Zhang and Yandong Zheng and Jun Shao and Guiyi Wei}, title = {Efficient and Privacy-Preserving Aggregate Query Over Public Property Graphs}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {2}, pages = {146--157}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3342623}, doi = {10.1109/TBDATA.2023.3342623}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/GuanLZZSW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/HallajiRSWY24, author = {Ehsan Hallaji and Roozbeh Razavi{-}Far and Mehrdad Saif and Boyu Wang and Qiang Yang}, title = {Decentralized Federated Learning: {A} Survey on Security and Privacy}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {2}, pages = {194--213}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2024.3362191}, doi = {10.1109/TBDATA.2024.3362191}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/HallajiRSWY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/LaoHWL24, author = {Jinghuan Lao and Dong Huang and Chang{-}Dong Wang and Jian{-}Huang Lai}, title = {Towards Scalable Multi-View Clustering via Joint Learning of Many Bipartite Graphs}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {1}, pages = {77--91}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3325045}, doi = {10.1109/TBDATA.2023.3325045}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tbd/LaoHWL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/LiTGZS24, author = {Li Li and Chuanqi Tao and Hongjing Guo and Jingxuan Zhang and Xiaobing Sun}, title = {{FATS:} Feature Distribution Analysis-Based Test Selection for Deep Learning Enhancement}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {2}, pages = {132--145}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3334648}, doi = {10.1109/TBDATA.2023.3334648}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/LiTGZS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/LiWSMKC24, author = {Wenrui Li and Xiaoyu Wang and Yuetian Sun and Snezana Milanovic and Mark A. Kon and Julio Enrique Castrill{\'{o}}n{-}Cand{\'{a}}s}, title = {Multilevel Stochastic Optimization for Imputation in Massive Medical Data Records}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {2}, pages = {122--131}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3328433}, doi = {10.1109/TBDATA.2023.3328433}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/LiWSMKC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/LiWZL24, author = {Xiaodong Li and Pangjing Wu and Chenxin Zou and Qing Li}, title = {Hierarchical Deep Reinforcement Learning for {VWAP} Strategy Optimization}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {3}, pages = {288--300}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3338011}, doi = {10.1109/TBDATA.2023.3338011}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/LiWZL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/LiangYCLX24, author = {Naiyao Liang and Zuyuan Yang and Junhang Chen and Zhenni Li and Shengli Xie}, title = {Label-Weighted Graph-Based Learning for Semi-Supervised Classification Under Label Noise}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {1}, pages = {55--65}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3319249}, doi = {10.1109/TBDATA.2023.3319249}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tbd/LiangYCLX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/LiangZHGC24, author = {Huanghuang Liang and Zheng Zhang and Chuang Hu and Yili Gong and Dazhao Cheng}, title = {A Survey on Spatio-Temporal Big Data Analytics Ecosystem: Resource Management, Processing Platform, and Applications}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {2}, pages = {174--193}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3342619}, doi = {10.1109/TBDATA.2023.3342619}, timestamp = {Thu, 16 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/LiangZHGC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/LinLWGC24, author = {Yaojin Lin and Yulin Li and Chenxi Wang and Lei Guo and Jinkun Chen}, title = {Label Distribution Learning Based on Horizontal and Vertical Mining of Label Correlations}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {3}, pages = {275--287}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3338023}, doi = {10.1109/TBDATA.2023.3338023}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/LinLWGC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/OhNPVRBK24, author = {Seungeun Oh and Hyelin Nam and Jihong Park and Praneeth Vepakomma and Ramesh Raskar and Mehdi Bennis and Seong{-}Lyun Kim}, title = {Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {3}, pages = {238--248}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3328424}, doi = {10.1109/TBDATA.2023.3328424}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/OhNPVRBK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/QinLZ24, author = {Wen Qin and Xin Luo and MengChu Zhou}, title = {Adaptively-Accelerated Parallel Stochastic Gradient Descent for High-Dimensional and Incomplete Data Representation Learning}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {1}, pages = {92--107}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3326304}, doi = {10.1109/TBDATA.2023.3326304}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tbd/QinLZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/ShiZSY24, author = {Yu Shi and Xi Zhang and Yuming Shang and Ning Yu}, title = {Don't Be Misled by Emotion! Disentangle Emotions and Semantics for Cross-Language and Cross-Domain Rumor Detection}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {3}, pages = {249--259}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3334634}, doi = {10.1109/TBDATA.2023.3334634}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/ShiZSY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/WangJW24, author = {Zihao Wang and Ming Jiang and Junli Wang}, title = {{PHAED:} {A} Speaker-Aware Parallel Hierarchical Attentive Encoder-Decoder Model for Multi-Turn Dialogue Generation}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {1}, pages = {23--34}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3316472}, doi = {10.1109/TBDATA.2023.3316472}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tbd/WangJW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/WangYBH24, author = {Meng Wang and Yanhao Yang and David Bindel and Kun He}, title = {Streaming Local Community Detection Through Approximate Conductance}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {1}, pages = {12--22}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3310251}, doi = {10.1109/TBDATA.2023.3310251}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tbd/WangYBH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/WuZLZWZLCX24, author = {Han Wu and Guanqi Zhu and Qi Liu and Hengshu Zhu and Hao Wang and Hongke Zhao and Chuanren Liu and Enhong Chen and Hui Xiong}, title = {A Multi-Aspect Neural Tensor Factorization Framework for Patent Litigation Prediction}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {1}, pages = {35--54}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3313030}, doi = {10.1109/TBDATA.2023.3313030}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tbd/WuZLZWZLCX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/XueZJT24, author = {Meiting Xue and Zian Zhou and Pengfei Jiao and Huijun Tang}, title = {Fine-Tuned Personality Federated Learning for Graph Data}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {3}, pages = {313--319}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2024.3356388}, doi = {10.1109/TBDATA.2024.3356388}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/XueZJT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/YuRLLMZ24, author = {Changyong Yu and Tianmei Ren and Wenyu Li and Huimin Liu and Haitao Ma and Yuhai Zhao}, title = {{BL:} An Efficient Index for Reachability Queries on Large Graphs}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {2}, pages = {108--121}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3327215}, doi = {10.1109/TBDATA.2023.3327215}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/YuRLLMZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/ZengGCZD24, author = {Qingtian Zeng and Shuai Guo and Rui Cao and Ziqi Zhao and Hua Duan}, title = {Legal Transition Sequence Recognition of a Bounded Petri Net Using a Gate Recurrent Unit}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {1}, pages = {66--76}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3319252}, doi = {10.1109/TBDATA.2023.3319252}, timestamp = {Mon, 26 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tbd/ZengGCZD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/ZhuHKL24, author = {Yanhui Zhu and Fang Hu and Lei Hsin Kuo and Jia Liu}, title = {{SCOREH+:} {A} High-Order Node Proximity Spectral Clustering on Ratios-of-Eigenvectors Algorithm for Community Detection}, journal = {{IEEE} Trans. Big Data}, volume = {10}, number = {3}, pages = {301--312}, year = {2024}, url = {https://doi.org/10.1109/TBDATA.2023.3346715}, doi = {10.1109/TBDATA.2023.3346715}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/ZhuHKL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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