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IEEE Transactions on Big Data

IF5.7
论文数890
被引数3033
期刊论文 890
发表时间
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GeoSNN: Geometry-Aware Spiking Neural Networks for Robust Point Cloud AnalysisGeoSNN：基于几何感知的脉冲神经网络用于鲁棒点云分析
deleteIEEE Transactions on Big Data
IF5.7
delete2026-11-03
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PREAI
deleteXing Guo; Yi Hu; Jingyang Hu; Wangqiu Zhou; Mingxiang Zhang; Tingpin Wang
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Beyond Semantics: Enhancing LLM-Based Sequential Recommendation With Explicit Sequential and Collaborative Modeling超越语义：通过显式序列和协同建模增强基于LLM的序列推荐
deleteIEEE Transactions on Big Data
IF5.7
delete2026-10-30
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PREAI
deleteChao Wu; Shuang Hu; Kaili Lu; Linqin Cai; Yu Xiong
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Robust Online Broad Learning System for Data Streams With Incomplete Features and Labels面向数据流中不完整特征和标签的鲁棒在线广义学习系统
deleteIEEE Transactions on Big Data
IF5.7
delete2026-10-29
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PREAI
deleteZhiwen Yu; Ruxin Wu; Mianfen Lin; Guojie Li; C. L. Philip Chen
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A Structure-Agnostic Multi-Objective Evolutionary Weight-Sharing Compression Framework for Deep Neural Networks一种结构无关的多目标进化权重共享压缩框架用于深度神经网络
deleteIEEE Transactions on Big Data
IF5.7
delete2026-10-27
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PREAI
deleteRasa Khosrowshahli; Shahryar Rahnamayan; Beatrice Ombuki-Berman
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Aligning MLLM Benchmark With Human Preferences Via Structural Equation Modeling通过结构方程模型使多模态大型语言模型基准与人类偏好对齐
deleteIEEE Transactions on Big Data
IF5.7
delete2026-10-19
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PREAI
deleteShengwu Xiong; Tianyu Zou; Cong Wang; Xuelong Li
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Dynamic Adaptive Multi-Source Clustering with Entropy-Guided Consistent-Scale Fusion动态自适应多源聚类与熵引导的一致尺度融合
deleteIEEE Transactions on Big Data
IF5.7
delete2026-10-19
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PREAI
deleteXiaoyan Zhang; Xubing Ding; Weihua Xu; Yuhua Qian
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An Evidence-Grounded Iterative Multi-Agent Framework for Similarity Evaluation in NLG Tasks基于证据的迭代多智能体框架用于自然语言生成任务中的相似度评估
deleteIEEE Transactions on Big Data
IF5.7
delete2026-10-19
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PREAI
deleteHadel Alhawasi; Ruocheng Shan; Abdou Youssef
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Sparse Model Inversion V2: Towards Efficient and Accurate Inversion of Vision Transformers for Data-Free Compression稀疏模型反演V2：面向数据无压缩的视觉Transformer的高效与精确反演
deleteIEEE Transactions on Big Data
IF5.7
delete2026-10-19
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PREAI
deleteMengkui Li; Xinrui Chen; Hai Chen; Shu Zhao; Yanping Zhang; Bin Wang; Kang Zhao; Fulan Qian
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A Comprehensive Survey on Decentralized Federated Learning: Fundamentals, Applications and Challenges去中心化联邦学习：基础、应用与挑战的综合综述
deleteIEEE Transactions on Big Data
IF5.7
delete2026-10-19
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PREAI
deleteJin Xie; Baosheng Li; Weifeng Gao; Hong Li; Ling Wang
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ADAD: Multivariate Time Series Anomaly Detection via Adaptive Series DecompositionADAD：基于自适应序列分解的多变量时间序列异常检测
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基于潜水员引导的自注意力GAN框架，用于稀疏交通环境中的鲁棒交通数据插补
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多分辨率特征和图对比学习方法下的多层网络聚类
deleteIEEE Transactions on Big Data
IF5.7
delete2026-09-18
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deleteOAAI
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大数据快速可扩展进化聚类倾向性评估的新型算法
deleteIEEE Transactions on Big Data
IF5.7
delete2026-09-03
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PREAI
deleteDheeraj Kumar; Marimuthu Palaniswami; Vallipuram Muthukkumarasamy
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TopCon: A Hyperbolic Theme-Aware GNN for Hierarchical and Semantic Representation in Knowledge GraphsTopCon：一种用于知识图谱中层次化和语义表示的双曲主题感知GNN
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预训练提示驱动的半监督局部社区检测
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关于受限Hopfield网络的对齐鲁棒性
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受量子比特启发的用于高效特征选择的人工植物优化算法
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 SystemsCHASE: 基于因果超图的框架，用于多模态微服务系统中的根本原因分析
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 NetworksTypeBandit：异构图神经网络中类型级上下文分配和重新加权以实现有效的属性补全
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更多为佳：多组学数据整合有效性的理论框架
deleteIEEE Transactions on Big Data
IF5.7
delete2026-08-20
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PREAI
deleteHeng Zhang; Zhi-Ping Liu
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