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IEEE Transactions on Big Data, Volume 10
Volume 10, Number 1, February 2024
- Xingyu Cao
, Xiangtao Zhang
TS-RTPM-Net: Data-Driven Tensor Sketching for Efficient CP Decomposition. 1-11 - Meng Wang
Streaming Local Community Detection Through Approximate Conductance. 12-22 - Zihao Wang
PHAED: A Speaker-Aware Parallel Hierarchical Attentive Encoder-Decoder Model for Multi-Turn Dialogue Generation. 23-34 - Han Wu
A Multi-Aspect Neural Tensor Factorization Framework for Patent Litigation Prediction. 35-54 - Naiyao Liang
Label-Weighted Graph-Based Learning for Semi-Supervised Classification Under Label Noise. 55-65 - Qingtian Zeng
Legal Transition Sequence Recognition of a Bounded Petri Net Using a Gate Recurrent Unit. 66-76 - Jinghuan Lao, Dong Huang
Towards Scalable Multi-View Clustering via Joint Learning of Many Bipartite Graphs. 77-91 - Wen Qin
Adaptively-Accelerated Parallel Stochastic Gradient Descent for High-Dimensional and Incomplete Data Representation Learning. 92-107
Volume 10, Number 2, April 2024
- Changyong Yu
BL: An Efficient Index for Reachability Queries on Large Graphs. 108-121 - Wenrui Li
Multilevel Stochastic Optimization for Imputation in Massive Medical Data Records. 122-131 - Li Li
FATS: Feature Distribution Analysis-Based Test Selection for Deep Learning Enhancement. 132-145 - Yunguo Guan
Efficient and Privacy-Preserving Aggregate Query Over Public Property Graphs. 146-157 - Yongli Cheng
TgStore: An Efficient Storage System for Large Time-Evolving Graphs. 158-173 - Huanghuang Liang
A Survey on Spatio-Temporal Big Data Analytics Ecosystem: Resource Management, Processing Platform, and Applications. 174-193 - Ehsan Hallaji
Decentralized Federated Learning: A Survey on Security and Privacy. 194-213
Volume 10, Number 3, June 2024
- Youcef Djenouri
A Federated Convolution Transformer for Fake News Detection. 214-225 - Chaoyu Gong
Scalable Evidential K-Nearest Neighbor Classification on Big Data. 226-237 - Seungeun Oh
Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning. 238-248 - Yu Shi
Don't Be Misled by Emotion! Disentangle Emotions and Semantics for Cross-Language and Cross-Domain Rumor Detection. 249-259 - Rui Chen
Graph Structure Aware Contrastive Multi-View Clustering. 260-274 - Yaojin Lin
Label Distribution Learning Based on Horizontal and Vertical Mining of Label Correlations. 275-287 - Xiaodong Li
Hierarchical Deep Reinforcement Learning for VWAP Strategy Optimization. 288-300 - Yanhui Zhu
SCOREH+: A High-Order Node Proximity Spectral Clustering on Ratios-of-Eigenvectors Algorithm for Community Detection. 301-312 - Meiting Xue
Fine-Tuned Personality Federated Learning for Graph Data. 313-319
Volume 10, Number 4, August 2024
- Lei Wang
AMDECDA: Attention Mechanism Combined With Data Ensemble Strategy for Predicting CircRNA-Disease Association. 320-329 - Lu Guo
Learning Balanced Bayesian Classifiers From Labeled and Unlabeled Data. 330-342 - Ghulam Mujtaba
FRC-GIF: Frame Ranking-Based Personalized Artistic Media Generation Method for Resource Constrained Devices. 343-355 - Xin Liu
Multi-Party Federated Recommendation Based on Semi-Supervised Learning. 356-370 - Yibing Bai
Proxy-Based Graph Convolutional Hashing for Cross-Modal Retrieval. 371-385 - Zhi-Long Han
Multi-Dimensional Data Recovery via Feature-Based Fully-Connected Tensor Network Decomposition. 386-399 - Jianghe Cai
FIG: Feature-Weighted Information Granules With High Consistency Rate. 400-414 - Xiao Zhang
Bi-Selection of Instances and Features Based on Neighborhood Importance Degree. 415-428 - Yifei Yang, Xiaoke Ma
Graph Contrastive Learning for Clustering of Multi-Layer Networks. 429-441 - Shujing Yang, Fuyuan Cao
Learning Causal Chain Graph Structure via Alternate Learning and Double Pruning. 442-456 - Wenjun Ma
Cascaded Knowledge-Level Fusion Network for Online Course Recommendation System. 457-469 - Peng Zhou
Online Heterogeneous Streaming Feature Selection Without Feature Type Information. 470-485 - Yuling Su
Few-Shot Learning With Multi-Granularity Knowledge Fusion and Decision-Making. 486-497 - Guoxiang Tong
Enhanced Multi-Scale Features Mutual Mapping Fusion Based on Reverse Knowledge Distillation for Industrial Anomaly Detection and Localization. 498-513 - Xingbo Liu
Scalable Unsupervised Hashing via Exploiting Robust Cross-Modal Consistency. 514-527 - Xinxin Hu
GAT-COBO: Cost-Sensitive Graph Neural Network for Telecom Fraud Detection. 528-542 - Dawei Dai
LGRL: Local-Global Representation Learning for On-the-Fly FG-SBIR. 543-555 - Shun Wang
Dynamic Hypergraph Structure Learning for Multivariate Time Series Forecasting. 556-567 - Charline Bour
ALTRUIST: A Python Package to Emulate a Virtual Digital Cohort Study Using Social Media Data. 568-575
Volume 10, Number 5, October 2024
- Souha Al Katat
Natural Language Processing for Arabic Sentiment Analysis: A Systematic Literature Review. 576-594 - Qiang-Sheng Hua
Core Maintenance on Dynamic Graphs: A Distributed Approach Built on H-Index. 595-608 - Zihao Zhang
Unsupervised Cross-View Subspace Clustering via Adaptive Contrastive Learning. 609-619 - Huan Liu
HGN2T: A Simple but Plug-and-Play Framework Extending HGNNs on Heterogeneous Temporal Graphs. 620-632 - Ana Belén Rodríguez-González
Using App Usage Data From Mobile Devices to Improve Activity-Based Travel Demand Models. 633-643 - Fadi Dornaika
An End-to-End Approach for Graph-Based Multi-View Data Clustering. 644-654 - Yuan Liang
FAER: Fairness-Aware Event-Participant Recommendation in Event-Based Social Networks. 655-668 - Yeyu Yan
A Fast and Robust Attention-Free Heterogeneous Graph Convolutional Network. 669-681
Volume 10, Number 6, December 2024
- Senzhang Wang
Guest Editorial TBD Special Issue on Graph Machine Learning for Recommender Systems. 682 - Haibo Ye
Denoised Graph Collaborative Filtering via Neighborhood Similarity and Dynamic Thresholding. 683-693 - Mankun Zhao
Reliable Data Augmented Contrastive Learning for Sequential Recommendation. 694-705 - Ming Li
EduGraph: Learning Path-Based Hypergraph Neural Networks for MOOC Course Recommendation. 706-719 - Dan Du
AKGNN: Attribute Knowledge Graph Neural Networks Recommendation for Corporate Volunteer Activities. 720-730 - Ling Huang
Higher-Order Smoothness Enhanced Graph Collaborative Filtering. 731-741 - Chi Zhang
Augmented Multi-Party Computation Against Gradient Leakage in Federated Learning. 742-751 - Dongqi Cai
Accelerating Vertical Federated Learning. 752-760 - Biwen Chen
ESB-FL: Efficient and Secure Blockchain-Based Federated Learning With Fair Payment. 761-774 - Cheng Zhuo
PKDGAN: Private Knowledge Distillation With Generative Adversarial Networks. 775-788 - Yuting He
Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data. 789-800 - Xiaohu Wu
MarS-FL: Enabling Competitors to Collaborate in Federated Learning. 801-811 - Zexi Li
Towards Effective Clustered Federated Learning: A Peer-to-Peer Framework With Adaptive Neighbor Matching. 812-826 - Xiong Xiao
SBPA: Sybil-Based Backdoor Poisoning Attacks for Distributed Big Data in AIoT-Based Federated Learning System. 827-838 - Jiahui Geng
Improved Gradient Inversion Attacks and Defenses in Federated Learning. 839-850 - Chen Chen
Practical Attribute Reconstruction Attack Against Federated Learning. 851-863 - Zhaomin Wu
Practical Vertical Federated Learning With Unsupervised Representation Learning. 864-878 - Yan Kang
Privacy-Preserving Federated Adversarial Domain Adaptation Over Feature Groups for Interpretability. 879-890 - Zhuoyi Peng
Federated Meta Embedding Concept Stock Recommendation. 891-902 - Pengwei Xing
BiG-Fed: Bilevel Optimization Enhanced Graph-Aided Federated Learning. 903-914 - Wang Lu
Personalized Federated Learning With Adaptive Batchnorm for Healthcare. 915-925 - Wensheng Xia
Cascade Vertical Federated Learning Towards Straggler Mitigation and Label Privacy Over Distributed Labels. 926-939 - Haoran Shi
Efficient Asynchronous Multi-Participant Vertical Federated Learning. 940-952 - Xavier Tan
Reputation-Aware Federated Learning Client Selection Based on Stochastic Integer Programming. 953-964 - Fengwen Chen
FedGE: Break the Scalability Limitation of Graph Neural Network With Federated Graph Embedding. 965-974 - Shenghui Li
An Experimental Study of Byzantine-Robust Aggregation Schemes in Federated Learning. 975-988 - Shaojie Yang
Research of Federated Learning Application Methods and Social Responsibility. 989-1000 - Rui Wang
FEVERLESS: Fast and Secure Vertical Federated Learning Based on XGBoost for Decentralized Labels. 1001-1015 - Tianyuan Zou
Defending Batch-Level Label Inference and Replacement Attacks in Vertical Federated Learning. 1016-1027 - Chengyi Yang
WTDP-Shapley: Efficient and Effective Incentive Mechanism in Federated Learning for Intelligent Safety Inspection. 1028-1037 - Zhuan Shi
FedFAIM: A Model Performance-Based Fair Incentive Mechanism for Federated Learning. 1038-1050 - Biyao Gong
Adaptive Client Clustering for Efficient Federated Learning Over Non-IID and Imbalanced Data. 1051-1065
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last updated on 2024-12-17 20:59 CET by the dblp team
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