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DRL-Based Adaptive Sharding for Blockchain-Based Federated Learning 期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 卷号: 71, 期号: 10, 页码: 5992-6004
Authors:  Lin, Yijing;  Gao, Zhipeng;  Du, Hongyang;  Kang, Jiawen;  Niyato, Dusit;  Wang, Qian;  Ruan, Jingqing;  Wan, Shaohua
Favorite  |  View/Download:2/0  |  Submit date:2024/07/03
Blockchain sharding  federated learning  reputation  deep reinforcement learning  
基于区块链的联邦学习: 模型、方法与应用 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 6, 页码: 1059-1085
Authors:  李程;  袁勇;  郑志勇;  杨东;  王飞跃
Adobe PDF(2337Kb)  |  Favorite  |  View/Download:9/4  |  Submit date:2024/07/02
区块链  联邦学习  智能合约  机器学习  隐私保护  
The survey on multi-source data fusion in cyber-physical-social systems: Foundational infrastructure for industrial metaverses and industries 5.0 期刊论文
Information Fusion, 2024, 卷号: 107, 页码: 1-16
Authors:  Xiao Wang;  Yutong Wang;  Jing Yang;  Xiaofeng Jia;  Lijun Li;  Weiping Ding;  Fei-Yue Wang
Adobe PDF(4446Kb)  |  Favorite  |  View/Download:37/3  |  Submit date:2024/06/06
Multi-source data fusion  CPSS  Industrial metaverses  Parallel manufacturing  Social manufacturing  
Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories 期刊论文
IEEE Communications Surveys and Tutorials, 2024, 页码: 50
Authors:  Yang,Ning;  Chen,Shuo;  Zhang,Haijun;  Berry,Randall
Adobe PDF(1694Kb)  |  Favorite  |  View/Download:44/4  |  Submit date:2024/06/01
Reinforcement learning, mobile edge computing, offloading scheduling, content caching, and communication  
DeCAST in TransVerse for Parallel Intelligent Transportation Systems and Smart Cities: Three Decades and Beyond 期刊论文
IEEE Intelligent Transportation Systems Magazine, 2022, 卷号: 14, 期号: 6, 页码: 6-17
Authors:  Zhao, Chen;  Lv, Yisheng;  Jin, Junchen;  Tian, Yonglin;  Wang, Jiangong;  Wang, Fei-Yue
Adobe PDF(2979Kb)  |  Favorite  |  View/Download:35/10  |  Submit date:2024/05/28
基于对比表征联邦学习的宫颈癌淋巴结转移预测研究 学位论文
, 2024
Authors:  刘圣圆
Adobe PDF(29707Kb)  |  Favorite  |  View/Download:28/3  |  Submit date:2024/05/27
宫颈癌  淋巴结转移  影像组学  深度学习  联邦学习  
面向平行交通系统的城市交通控制基础模型关键技术 学位论文
, 2024
Authors:  赵宸
Adobe PDF(6234Kb)  |  Favorite  |  View/Download:45/7  |  Submit date:2024/05/27
平行交通系统  交通控制  平行学习  强化学习  基础模型  
Overhead-free Noise-tolerant Federated Learning: A New Baseline 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 526-537
Authors:  Shiyi Lin;  Deming Zhai;  Feilong Zhang;  Junjun Jiang;  Xianming Liu;  Xiangyang Ji
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Federated learning, noise-label learning, privacy-preserving machine learning, edge intelligence, distributed machine learning  
非侵入式负荷监测综述 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 3, 页码: 644-663
Authors:  邓晓平;  张桂青;  魏庆来;  彭伟;  李成栋
Adobe PDF(13303Kb)  |  Favorite  |  View/Download:80/17  |  Submit date:2024/05/20
非侵入式负荷监测  负荷分解  特征提取  隐马尔科夫模型  深度学习  
FedFV: A Personalized Federated Learning Framework for Finger Vein Authentication 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 683-696
Authors:  Feng-Zhao Lian;  Jun-Duan Huang;  Ji-Xin Liu;   Guang Chen;  Jun-Hong Zhao;  Wen-Xiong Kang
Adobe PDF(1789Kb)  |  Favorite  |  View/Download:21/10  |  Submit date:2024/04/23
Finger vein, personalized federated learning, privacy protection, biometric, authentication