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A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:
M. Victoria Luzón
;
Nuria Rodríguez-Barroso
;
Alberto Argente-Garrido
;
Daniel Jiménez-López
;
Jose M. Moyano
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/03/18
Data privacy
distributed machine learning
federated learning
software frameworks
An Incentive Mechanism for Federated Learning: A Continuous Zero-Determinant Strategy Approach
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 88-102
作者:
Changbing Tang
;
Baosen Yang
;
Xiaodong Xie
;
Guanrong Chen
;
Mohammed A. A. Al-qaness
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/01/02
Federated learning (FL)
game theory
incentive mechanism
machine learning
zero-determinant strategy
FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis
期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:
Zhang, Chang
;
Meng, Xiangzhu
;
Liu, Qiang
;
Wu, Shu
;
Wang, Liang
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/11/16
Functional magnetic resonance image
Brain network
Federated learning
Deep neural networks
Brain disease diagnosis
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
作者:
Zhang, Weishan
;
Chen, Xiao
;
He, Ke
;
Chen, Leiming
;
Xu, Liang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/22
Photovoltaic power forecasting
Federated learning
Edge computing
CNN-LSTM
Parallel Transportation in TransVerse: From Foundation Models to DeCAST
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 18
作者:
Zhao, Chen
;
Wang, Xiao
;
Lv, Yisheng
;
Tian, Yonglin
;
Lin, Yilun
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  |  
浏览/下载:7/0
  |  
提交时间:2023/11/16
Cyber-physical-social systems (CPSS)
artificial systems
computational experiments
parallel execution (ACP)
decentralized/distributed autonomous operations and organizations (DAO)
big AI models
Byzantine-Resilient Federated Learning at Edge
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 9, 页码: 2600-2614
作者:
Tao, Youming
;
Cui, Sijia
;
Xu, Wenlu
;
Yin, Haofei
;
Yu, Dongxiao
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/11/17
Byzantine resilience
communication efficiency
edge intelligent systems
federated learning
Reconfigurable Holographic Surface Aided Collaborative Wireless SLAM Using Federated Learning for Autonomous Driving
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 8, 页码: 4031-4046
作者:
Zhang, Haobo
;
Yang, Ziang
;
Tian, Yonglin
;
Zhang, Hongliang
;
Di, Boya
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/16
Autonomous driving
federated learning
metasurface
reconfigurable holographic surface
simultaneous localization and mapping
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
作者:
Zhang, Weishan
;
Yu, Fa
;
Wang, Xiao
;
Zeng, Xingjie
;
Zhao, Hongwei
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Federated learning
non-independent identically distributed (non-IID) data
reinforcement learning
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
作者:
Feng-Zhao Lian
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/09/25
Finger vein, personalized federated learning, privacy protection, biometric, authentication
Federated Learning with Privacy-preserving and Model IP-right-protection
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
作者:
Qiang Yang
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/01/18
Federated learning
privacy-preserving machine learning
security
decentralized learning
intellectual property protection
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