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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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