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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
Authors:  Changbing Tang;  Baosen Yang;  Xiaodong Xie;  Guanrong Chen;  Mohammed A. A. Al-qaness;  Yang Liu
Adobe PDF(2968Kb)  |  Favorite  |  View/Download:140/121  |  Submit date: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
Authors:  Zhang, Chang;  Meng, Xiangzhu;  Liu, Qiang;  Wu, Shu;  Wang, Liang;  Ning, Huansheng
Favorite  |  View/Download:35/0  |  Submit date:2023/11/16
Functional magnetic resonance image  Brain network  Federated learning  Deep neural networks  Brain disease diagnosis  
基于本地学习和联邦学习的鼻咽癌辅助诊疗算法研究 学位论文
, 2023
Authors:  赵洵
Adobe PDF(5599Kb)  |  Favorite  |  View/Download:84/1  |  Submit date:2023/06/21
鼻咽癌  联邦学习  早期筛查  预后预测  深度学习  
区块链智能驱动的智能合约研究 学位论文
, 2023
Authors:  欧阳丽炜
Adobe PDF(7480Kb)  |  Favorite  |  View/Download:122/12  |  Submit date:2023/06/05
区块链  智能合约  人工智能  区块链智能  分布式协作  
面向隐私保护的深度学习研究 学位论文
, 2023
Authors:  程安达
Adobe PDF(10596Kb)  |  Favorite  |  View/Download:132/2  |  Submit date:2023/05/24
隐私保护,深度学习,差分隐私,网络结构搜索,联邦学习  
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
Authors:  Qiang Yang
Adobe PDF(2634Kb)  |  Favorite  |  View/Download:179/48  |  Submit date:2023/01/18
Federated learning  privacy-preserving machine learning  security  decentralized learning  intellectual property protection  
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876
Authors:  Ahmad Chaddad;  Qizong Lu;  Jiali Li;  Yousef Katib;  Reem Kateb;  Camel Tanougast;  Ahmed Bouridane;  Ahmed Abdulkadir
Adobe PDF(6028Kb)  |  Favorite  |  View/Download:343/261  |  Submit date:2023/03/22
Domain adaptation  explainable artificial intelligence  federated learning  
DAO to Hanoi via DeSci: AI Paradigm Shift from AlphaGo to ChatGPT 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 877-897
Authors:  Miao, Qinghai (proxy) (contact);  Zheng, Wenbo;  吕, 宜生;  Huang, Min;  Ding, Wenwen;  Wang, Fei-Yue
Adobe PDF(4968Kb)  |  Favorite  |  View/Download:168/47  |  Submit date:2023/03/22
ChatGPT, decentralized science (DeSci)  decentralized autonomous organization (DAO)  machine learning  paradigm shift  
Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 121-134
Authors:  Xiang Li;  Yixiao Xu;  Naipeng Li;  Bin Yang;  Yaguo Lei
Adobe PDF(2608Kb)  |  Favorite  |  View/Download:132/32  |  Submit date:2023/01/03
Adversarial training  data fusion  deep learning  remaining useful life (RUL) prediction  sensor malfunction  
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
Adobe PDF(1789Kb)  |  Favorite  |  View/Download:54/19  |  Submit date:2023/09/25
Finger vein, personalized federated learning, privacy protection, biometric, authentication