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@article{DBLP:journals/tbd/BaiSYYW24,
  author       = {Yibing Bai and
                  Zhenqiu Shu and
                  Jun Yu and
                  Zhengtao Yu and
                  Xiao{-}Jun Wu},
  title        = {Proxy-Based Graph Convolutional Hashing for Cross-Modal Retrieval},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {371--385},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2023.3338951},
  doi          = {10.1109/TBDATA.2023.3338951},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/BaiSYYW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/BourEGAF24,
  author       = {Charline Bour and
                  Abir Elb{\'{e}}ji and
                  Luigi De Giovanni and
                  Adrian Ahne and
                  Guy Fagherazzi},
  title        = {{ALTRUIST:} {A} Python Package to Emulate a Virtual Digital Cohort
                  Study Using Social Media Data},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {568--575},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3362193},
  doi          = {10.1109/TBDATA.2024.3362193},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/BourEGAF24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/CaiDZHM24,
  author       = {Jianghe Cai and
                  Yuhui Deng and
                  Yi Zhou and
                  Jiande Huang and
                  Geyong Min},
  title        = {{FIG:} Feature-Weighted Information Granules With High Consistency
                  Rate},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {400--414},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2023.3343348},
  doi          = {10.1109/TBDATA.2023.3343348},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/CaiDZHM24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@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    = {Sun, 08 Sep 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/DaiLLFXW24,
  author       = {Dawei Dai and
                  Yingge Liu and
                  Yutang Li and
                  Shiyu Fu and
                  Shuyin Xia and
                  Guoyin Wang},
  title        = {{LGRL:} Local-Global Representation Learning for On-the-Fly {FG-SBIR}},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {543--555},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3356393},
  doi          = {10.1109/TBDATA.2024.3356393},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/DaiLLFXW24.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/DornaikaH24,
  author       = {Fadi Dornaika and
                  Sally El Hajjar},
  title        = {An End-to-End Approach for Graph-Based Multi-View Data Clustering},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {5},
  pages        = {644--654},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3371357},
  doi          = {10.1109/TBDATA.2024.3371357},
  timestamp    = {Fri, 20 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/DornaikaH24.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/GuoWLL24,
  author       = {Lu Guo and
                  Limin Wang and
                  Qilong Li and
                  Kuo Li},
  title        = {Learning Balanced Bayesian Classifiers From Labeled and Unlabeled
                  Data},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {330--342},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2023.3338019},
  doi          = {10.1109/TBDATA.2023.3338019},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/GuoWLL24.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/HanHZZL24,
  author       = {Zhi{-}Long Han and
                  Ting{-}Zhu Huang and
                  Xi{-}Le Zhao and
                  Hao Zhang and
                  Yun{-}Yang Liu},
  title        = {Multi-Dimensional Data Recovery via Feature-Based Fully-Connected
                  Tensor Network Decomposition},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {386--399},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2023.3342611},
  doi          = {10.1109/TBDATA.2023.3342611},
  timestamp    = {Sun, 08 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/HanHZZL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/HuCZCLLWX24,
  author       = {Xinxin Hu and
                  Haotian Chen and
                  Junjie Zhang and
                  Hongchang Chen and
                  Shuxin Liu and
                  Xing Li and
                  Yahui Wang and
                  Xiangyang Xue},
  title        = {{GAT-COBO:} Cost-Sensitive Graph Neural Network for Telecom Fraud
                  Detection},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {528--542},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3352978},
  doi          = {10.1109/TBDATA.2024.3352978},
  timestamp    = {Tue, 01 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/HuCZCLLWX24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/HuaWJS24,
  author       = {Qiang{-}Sheng Hua and
                  Hongen Wang and
                  Hai Jin and
                  Xuanhua Shi},
  title        = {Core Maintenance on Dynamic Graphs: {A} Distributed Approach Built
                  on H-Index},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {5},
  pages        = {595--608},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3352973},
  doi          = {10.1109/TBDATA.2024.3352973},
  timestamp    = {Fri, 20 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/HuaWJS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/KatatZHBAT24,
  author       = {Souha Al Katat and
                  Chamseddine Zaki and
                  Hussein Hazimeh and
                  Ibrahim El Bitar and
                  Rafael Angarita and
                  Lionel Trojman},
  title        = {Natural Language Processing for Arabic Sentiment Analysis: {A} Systematic
                  Literature Review},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {5},
  pages        = {576--594},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3366083},
  doi          = {10.1109/TBDATA.2024.3366083},
  timestamp    = {Fri, 20 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/KatatZHBAT24.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/Liang24,
  author       = {Yuan Liang},
  title        = {{FAER:} Fairness-Aware Event-Participant Recommendation in Event-Based
                  Social Networks},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {5},
  pages        = {655--668},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3372409},
  doi          = {10.1109/TBDATA.2024.3372409},
  timestamp    = {Fri, 20 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/Liang24.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    = {Sun, 08 Sep 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/LiuJGWGZ24,
  author       = {Huan Liu and
                  Pengfei Jiao and
                  Xuan Guo and
                  Huaming Wu and
                  Mengzhou Gao and
                  Jilin Zhang},
  title        = {{HGN2T:} {A} Simple but Plug-and-Play Framework Extending HGNNs on
                  Heterogeneous Temporal Graphs},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {5},
  pages        = {620--632},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3366085},
  doi          = {10.1109/TBDATA.2024.3366085},
  timestamp    = {Fri, 20 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/LiuJGWGZ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/LiuLCWHQ24,
  author       = {Xin Liu and
                  Jiuluan Lv and
                  Feng Chen and
                  Qingjie Wei and
                  Hangxuan He and
                  Ying Qian},
  title        = {Multi-Party Federated Recommendation Based on Semi-Supervised Learning},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {356--370},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2023.3338009},
  doi          = {10.1109/TBDATA.2023.3338009},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/LiuLCWHQ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/LiuLNZWY24,
  author       = {Xingbo Liu and
                  Jiamin Li and
                  Xiushan Nie and
                  Xuening Zhang and
                  Shaohua Wang and
                  Yilong Yin},
  title        = {Scalable Unsupervised Hashing via Exploiting Robust Cross-Modal Consistency},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {514--527},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3350541},
  doi          = {10.1109/TBDATA.2024.3350541},
  timestamp    = {Sun, 08 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/LiuLNZWY24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/MaZF24,
  author       = {Wenjun Ma and
                  Yibing Zhao and
                  Xiaomao Fan},
  title        = {Cascaded Knowledge-Level Fusion Network for Online Course Recommendation
                  System},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {457--469},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2023.3346711},
  doi          = {10.1109/TBDATA.2023.3346711},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/MaZF24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/MujtabaKJCR24,
  author       = {Ghulam Mujtaba and
                  Sunder Ali Khowaja and
                  Muhammad Aslam Jarwar and
                  Jaehyuk Choi and
                  Eun{-}Seok Ryu},
  title        = {{FRC-GIF:} Frame Ranking-Based Personalized Artistic Media Generation
                  Method for Resource Constrained Devices},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {343--355},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2023.3338012},
  doi          = {10.1109/TBDATA.2023.3338012},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/MujtabaKJCR24.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/RodriguezGonzalezBVCWR24,
  author       = {Ana Bel{\'{e}}n Rodr{\'{\i}}guez{-}Gonz{\'{a}}lez and
                  Javier Burrieza{-}Gal{\'{a}}n and
                  Juan Jos{\'{e}} Vinagre{-}D{\'{\i}}az and
                  In{\'{e}}s Peirats de Castro and
                  Mark Richard Wilby and
                  Oliva Garc{\'{\i}}a{-}Cant{\'{u}} Ros},
  title        = {Using App Usage Data From Mobile Devices to Improve Activity-Based
                  Travel Demand Models},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {5},
  pages        = {633--643},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3366088},
  doi          = {10.1109/TBDATA.2024.3366088},
  timestamp    = {Thu, 03 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/RodriguezGonzalezBVCWR24.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/SuZZW24,
  author       = {Yuling Su and
                  Hong Zhao and
                  Yifeng Zheng and
                  Yu Wang},
  title        = {Few-Shot Learning With Multi-Granularity Knowledge Fusion and Decision-Making},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {486--497},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3350542},
  doi          = {10.1109/TBDATA.2024.3350542},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/SuZZW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/TongLS24,
  author       = {Guoxiang Tong and
                  Quanquan Li and
                  Yan Song},
  title        = {Enhanced Multi-Scale Features Mutual Mapping Fusion Based on Reverse
                  Knowledge Distillation for Industrial Anomaly Detection and Localization},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {498--513},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3350539},
  doi          = {10.1109/TBDATA.2024.3350539},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/TongLS24.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/WangWYH24,
  author       = {Lei Wang and
                  Leon Wong and
                  Zhu{-}Hong You and
                  De{-}Shuang Huang},
  title        = {{AMDECDA:} Attention Mechanism Combined With Data Ensemble Strategy
                  for Predicting CircRNA-Disease Association},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {320--329},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2023.3334673},
  doi          = {10.1109/TBDATA.2023.3334673},
  timestamp    = {Sun, 08 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/WangWYH24.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/WangZLHHY24,
  author       = {Shun Wang and
                  Yong Zhang and
                  Xuanqi Lin and
                  Yongli Hu and
                  Qingming Huang and
                  Baocai Yin},
  title        = {Dynamic Hypergraph Structure Learning for Multivariate Time Series
                  Forecasting},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {556--567},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3362188},
  doi          = {10.1109/TBDATA.2024.3362188},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/WangZLHHY24.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/YanZYYL24,
  author       = {Yeyu Yan and
                  Zhongying Zhao and
                  Zhan Yang and
                  Yanwei Yu and
                  Chao Li},
  title        = {A Fast and Robust Attention-Free Heterogeneous Graph Convolutional
                  Network},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {5},
  pages        = {669--681},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3375152},
  doi          = {10.1109/TBDATA.2024.3375152},
  timestamp    = {Fri, 20 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/YanZYYL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/YangCYL24,
  author       = {Shujing Yang and
                  Fuyuan Cao and
                  Kui Yu and
                  Jiye Liang},
  title        = {Learning Causal Chain Graph Structure via Alternate Learning and Double
                  Pruning},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {442--456},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2023.3346712},
  doi          = {10.1109/TBDATA.2023.3346712},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/YangCYL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/YangM24,
  author       = {Yifei Yang and
                  Xiaoke Ma},
  title        = {Graph Contrastive Learning for Clustering of Multi-Layer Networks},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {429--441},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2023.3343349},
  doi          = {10.1109/TBDATA.2023.3343349},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/YangM24.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/ZhangHLMY24,
  author       = {Xiao Zhang and
                  Zhaoqian He and
                  Jinhai Li and
                  Changlin Mei and
                  Yanyan Yang},
  title        = {Bi-Selection of Instances and Features Based on Neighborhood Importance
                  Degree},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {415--428},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2023.3342643},
  doi          = {10.1109/TBDATA.2023.3342643},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/ZhangHLMY24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/ZhangWGPF24,
  author       = {Zihao Zhang and
                  Qianqian Wang and
                  Quanxue Gao and
                  Chengquan Pei and
                  Wei Feng},
  title        = {Unsupervised Cross-View Subspace Clustering via Adaptive Contrastive
                  Learning},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {5},
  pages        = {609--619},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3366084},
  doi          = {10.1109/TBDATA.2024.3366084},
  timestamp    = {Fri, 20 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/ZhangWGPF24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/ZhouZLYZW24,
  author       = {Peng Zhou and
                  Yunyun Zhang and
                  Zhaolong Ling and
                  Yuanting Yan and
                  Shu Zhao and
                  Xindong Wu},
  title        = {Online Heterogeneous Streaming Feature Selection Without Feature Type
                  Information},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {10},
  number       = {4},
  pages        = {470--485},
  year         = {2024},
  url          = {https://doi.org/10.1109/TBDATA.2024.3350630},
  doi          = {10.1109/TBDATA.2024.3350630},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/ZhouZLYZW24.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    = {Sun, 08 Sep 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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