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IEEE Transactions on Big Data

IF5.7
Papers887
Citations3033
Journal Papers 859
Publication Date
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ADAD: Multivariate Time Series Anomaly Detection via Adaptive Series Decomposition
deleteIEEE Transactions on Big Data
IF5.7
delete2026-09-29
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PREAI
deleteYao, Yueyue; Yang, Zhi-Xin
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A Snorkel-Guided Self-Attention GAN Framework for Robust Traffic Data Imputation in Sparse Traffic Environments
deleteIEEE Transactions on Big Data
IF5.7
delete2026-09-18
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PREAI
deleteKaiwei Wang; Shanxin Yuan; Mona Jaber
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Clustering of Multi-Layer Networks With Multi-Resolution Feature and Graph Contrastive Learnings
deleteIEEE Transactions on Big Data
IF5.7
delete2026-09-18
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deleteWei Ma; Wensheng Zhang; Gang Liu; Xiaoke Ma
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Novel Algorithms for Fast and Scalable Evolutionary Clustering Tendency Assessment of Big Data
deleteIEEE Transactions on Big Data
IF5.7
delete2026-09-03
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deleteDheeraj Kumar; Marimuthu Palaniswami; Vallipuram Muthukkumarasamy
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TopCon: A Hyperbolic Theme-Aware GNN for Hierarchical and Semantic Representation in Knowledge Graphs
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-28
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PREAI
deleteJianping Zhu; Jinsong Chen; Kun He
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Pre-trained Prompt-driven Semi-supervised Local Community Detection
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-28
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PREAI
deleteLi Ni; Hengkai Xu; Lin Mu; Yiwen Zhang; Wenjian Luo
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On the Adversarial Robustness of Restricted Hopfield Networks
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-27
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PREAI
deleteCi Lin; Tet Yeap; Iluju Kiringa
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A Qubit-Inspired Artificial Flora Optimization Algorithm for Efficient Feature Selection
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-27
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PREAI
deleteKeerthi Gabbi Reddy; Deepasikha Mishra; Ahmet Cevahir Cinar
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CHASE: A Causal Hypergraph based Framework for Root Cause Analysis in Multimodal Microservice Systems
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-20
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PREAI
deleteZiming Zhao; Zhenwei Wang; Tiehua Zhang; Zhishu Shen; Hai Dong; Zhen Lei; Xingjun Ma; Gaowei Xu; Zhijun Ding; Yun Yang
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TypeBandit: Type-Level Context Allocation and Reweighting for Effective Attribute Completion in Heterogeneous Graph Neural Networks
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-20
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PREAI
deleteTa-Yang Wang; Rajgopal Kannan; Viktor Prasanna
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More is Better: A Theoretical Framework for the Efficacy of Multi-omics Data Integration
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-20
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PREAI
deleteHeng Zhang; Zhi-Ping Liu
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3DMS-CTR: A Click-Through Rate Prediction Model Based on Feature Extraction Across Frequency, Topology, and Temporal Dimensions
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-20
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PREAI
deleteSirui Duan; Hui Le; Qiwen Li; Rong Wang; Tun Li; Yunpeng Xiao
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CGAD: A Cross-Granularity Aware Framework for Time Series Anomaly Detection
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-19
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deleteZhibin Zhang; Xiaohong Zhang; Tao Yin; Meichen Jiang; Chun Huang; Meng Yan
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Dynamic Ensemble Active Learning for Drifting Imbalanced Data Streams
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-05
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PREAI
deleteKaixiang Yang; Yi Zhang; Zhiwen Yu; Jia-Nan Liu; Tong Zhang; C.L.Philip Chen
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GeMeR-TS: Generative Memory-Based Retrieval and Mixture-of-Experts for Cross-Domain Time-Series Forecasting
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-01
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PREAI
deleteLin, Chin-Yi; Emon, Solayman Hossain; Tseng, Tzu-Liang
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LLM With Relation Classifier for Document-Level Relation Extraction
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-01
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PREAI
deleteLi, Xingzuo; Chen, Kehai; Long, Yunfei; Zhang, Min
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MAVS:Matrix-Based Attention-Guided Variable Separation and Spectral Clustering for Cancer Subtype Identification
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-01
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PREAI
deleteLiang, Ying; Li, Kaixin; Zeng, Chen; Wang, Yinglong; Li, Xiong
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Learning From Mixed-Class N-Tuples and Unlabeled Data
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-01
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deleteHuang, Shuying; Li, Junpeng; Hua, Changchun; Yang, Yana
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Causal Multi-Interest Fusion for Distribution-Robust Sequential Recommendation
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-01
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PREAI
deleteLiu, Huiting; Huang, Yilong; Gong, Wangshu; Ma, Haiping; Wu, Xindong
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Progressive Optimization Network for Open Vocabulary Point-supervised Temporal Action Localization
deleteIEEE Transactions on Big Data
IF5.7
delete2026-07-31
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PREAI
deleteJing Wang; Dehui Kong; Jinghua Li; Xiaochen Wang; Baocai Yin
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