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CFSL: A Credible Federated Self-Learning Framework 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 10, 期号: 24, 页码: 21349-21362
Authors:  Zhang, Weishan;  Bao, Zhicheng;  Liu, Yuru;  Xu, Liang;  Lu, Qinghua;  Ning, Huansheng;  Wang, Xiao;  Yang, Su;  Wang, Fei-Yue;  Li, Zengxiang
Favorite  |  View/Download:29/0  |  Submit date:2024/03/26
Federated learning  Data models  Training  Internet of Things  Blockchains  Adaptation models  Smart contracts  Blockchain  consensus  federated learning  personalization  self-learning  
Semi-asynchronous personalized federated learning for short-term photovoltaic power forecasting 期刊论文
DIGITAL COMMUNICATIONS AND NETWORKS, 2023, 卷号: 9, 期号: 5, 页码: 1221-1229
Authors:  Zhang, Weishan;  Chen, Xiao;  He, Ke;  Chen, Leiming;  Xu, Liang;  Wang, Xiao;  Yang, Su
Favorite  |  View/Download:41/0  |  Submit date:2024/02/22
Photovoltaic power forecasting  Federated learning  Edge computing  CNN-LSTM  
R(2)Fed: Resilient Reinforcement Federated Learning for Industrial Applications 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 8, 页码: 8829-8840
Authors:  Zhang, Weishan;  Yu, Fa;  Wang, Xiao;  Zeng, Xingjie;  Zhao, Hongwei;  Tian, Yonglin;  Wang, Fei-Yue;  Li, Longfei;  Li, Zengxiang
Favorite  |  View/Download:90/0  |  Submit date:2023/11/17
Federated learning  non-independent identically distributed (non-IID) data  reinforcement learning  
Dynamic-Fusion-Based Federated Learning for COVID-19 Detection 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 21, 页码: 15884-15891
Authors:  Zhang, Weishan;  Zhou, Tao;  Lu, Qinghua;  Wang, Xiao;  Zhu, Chunsheng;  Sun, Haoyun;  Wang, Zhipeng;  Lo, Sin Kit;  Wang, Fei-Yue
Favorite  |  View/Download:231/0  |  Submit date:2022/01/27
Data models  COVID-19  Training  Collaborative work  Analytical models  Servers  Predictive models  AI  COVID-19  CT  federated learning  image processing  machine learning  X-Ray  
Federated Data: Toward New Generation of Credible and Trustable Artificial Intelligence 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 卷号: 8, 期号: 3, 页码: 538-545
Authors:  Wang, Fei-Yue;  Zhang, Weishan;  Tian, Yonglin;  Qin, Rui;  Wang, Xiao;  Hu, Bin
Favorite  |  View/Download:173/0  |  Submit date:2021/08/15
EDA Approach for Model Based Localization and Recognition of Vehicle 会议论文
CVPR workshop on the Seventh International Workshop on Visual Surveillance, Minneapolis, Minnesota, USA, 2007-06-01
Authors:  Zhaoxiang Zhang;  Weishan Dong;  Kaiqi Huang;  Tieniu Tan
Favorite  |  View/Download:144/0  |  Submit date:2016/12/30
Evolutionary Computation    image Classification    image Recognition