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科研机构
自动化研究所 [13]
内容类型
期刊论文 [13]
发表日期
2023 [13]
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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
作者:
Zhang, Weishan
;
Bao, Zhicheng
;
Liu, Yuru
;
Xu, Liang
;
Lu, Qinghua
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/03/26
Federated learning
Data models
Training
Internet of Things
Blockchains
Adaptation models
Smart contracts
Blockchain
consensus
federated learning
personalization
self-learning
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:13/0
  |  
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:8/0
  |  
提交时间:2024/02/22
Photovoltaic power forecasting
Federated learning
Edge computing
CNN-LSTM
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
作者:
Lin, Yijing
;
Gao, Zhipeng
;
Du, Hongyang
;
Kang, Jiawen
;
Niyato, Dusit
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/07/03
Blockchain sharding
federated learning
reputation
deep reinforcement learning
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
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  |  
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:4/0
  |  
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:6/0
  |  
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:4/0
  |  
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:16/0
  |  
提交时间:2023/01/18
Federated learning
privacy-preserving machine learning
security
decentralized learning
intellectual property protection
Federated Learning on Multimodal Data: A Comprehensive Survey
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 539-553
作者:
Yi-Ming Lin, Yuan Gao, Mao-Guo Gong, Si-Jia Zhang, Yuan-Qiao Zhang, Zhi-Yuan Li
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  |  
浏览/下载:12/0
  |  
提交时间:2023/08/02
Federated learning, multimodal learning, heterogeneous data, edge computing, collaborative learning
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