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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
作者:  Changbing Tang;  Baosen Yang;  Xiaodong Xie;  Guanrong Chen;  Mohammed A. A. Al-qaness;  Yang Liu
Adobe PDF(2968Kb)  |  收藏  |  浏览/下载:200/136  |  提交时间:2024/01/02
Federated learning (FL)  game theory  incentive mechanism  machine learning  zero-determinant strategy  
Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546
作者:  Wentao Mao;  Gangsheng Wang;  Linlin Kou;  Xihui Liang
Adobe PDF(25706Kb)  |  收藏  |  浏览/下载:678/43  |  提交时间:2023/01/16
Anomaly detection  domain adaptation  domain-adversarial training  one-class classification  transfer learning  
A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
作者:  Qing Xu;  Min Wu;  Edwin Khoo;  Zhenghua Chen;  Xiaoli Li
Adobe PDF(6437Kb)  |  收藏  |  浏览/下载:213/69  |  提交时间:2023/01/03
Deep learning  early prediction  lithium-ion battery  remaining useful life (RUL)  
Energy Theft Detection in Smart Grids: Taxonomy, Comparative Analysis, Challenges, and Future Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 578-600
作者:  Mohsin Ahmed, Abid Khan, Mansoor Ahmed, Mouzna Tahir, Gwanggil Jeon, Giancarlo Fortino, Francesco Piccialli
Adobe PDF(2767Kb)  |  收藏  |  浏览/下载:187/50  |  提交时间:2022/03/09
Challenges,comparative analysis,energy theft detection,future research directions,smart grid,taxonomy  
QoS Prediction Model of Cloud Services Based on Deep Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 564-566
作者:  WenJun Huang;  PeiYun Zhang;  YuTong Chen;  MengChu Zhou;  Yusuf Al-Turki;  Abdullah Abusorrah
Adobe PDF(419Kb)  |  收藏  |  浏览/下载:153/57  |  提交时间:2022/03/09
A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1222-1242
作者:  Ce Zhang;  Azim Eskandarian
Adobe PDF(42044Kb)  |  收藏  |  浏览/下载:210/56  |  提交时间:2021/06/11
Advanced driver assistance systems (ADAS)  data analysis  electroencephalography (EEG)  intelligent vehicles  machine learning algorithms  neural network  
Parallel Distance: A New Paradigm of Measurement for Parallel Driving 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1169-1178
作者:  Teng Liu;  Hong Wang;  Bin Tian;  Yunfeng Ai;  Long Chen
浏览  |  Adobe PDF(28071Kb)  |  收藏  |  浏览/下载:121/8  |  提交时间:2021/03/11
Artificial and physical system  parallel distance  para-llel driving 3.0  parallel system  rotational and accelerator signal  
Data-Driven Based Fault Prognosis for Industrial Systems: A Concise Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 330-345
作者:  Kai Zhong;  Min Han;  Bing Han
浏览  |  Adobe PDF(1354Kb)  |  收藏  |  浏览/下载:133/42  |  提交时间:2021/03/11
Data-driven  fault prognosis  feature extraction  industrial systems