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| Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 932-945
作者: Bin Yang ; Yaguo Lei; Xiang Li; Naipeng Li; Asoke K. Nandi
 Adobe PDF(18822Kb) |  收藏 | 浏览/下载：20/5 | 提交时间：2024/03/18
Deep transfer learning domain adaptation incorrect label annotation intelligent fault diagnosis rotating machines |
| Knowledge Transfer Learning via Dual Density Sampling for Resource-Limited Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2269-2291
作者: Zefeng Zheng; Luyao Teng; Wei Zhang; Naiqi Wu; Shaohua Teng
Adobe PDF(15412Kb) | 收藏 | 浏览/下载：99/23 | 提交时间：2023/10/31
Cross-domain risk dual density sampling intra-domain risk maximum mean discrepancy knowledge transfer learning resource-limited domain adaptation |
| A Survey on Negative Transfer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 305-329
作者: Wen Zhang; Lingfei Deng; Lei Zhang; Dongrui Wu
Adobe PDF(2739Kb) | 收藏 | 浏览/下载：228/96 | 提交时间：2023/01/16
Domain adaptation domain similarity negative transfer positive transfer transfer learning |
| Estimating the State of Health for Lithium-ion Batteries: A Particle Swarm Optimization-Assisted Deep Domain Adaptation Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1530-1543
作者: Guijun Ma; Zidong Wang; Weibo Liu; Jingzhong Fang; Yong Zhang; Han Ding; Ye Yuan
Adobe PDF(4250Kb) | 收藏 | 浏览/下载：129/59 | 提交时间：2023/06/14
Deep transfer learning domain adaptation hyperparameter selection lithium-ion batteries (LIBs) particle swarm optimization state of health estimation (SOH) |
| 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：600/40 | 提交时间：2023/01/16
Anomaly detection domain adaptation domain-adversarial training one-class classification transfer learning |
| Pre-training in Medical Data: A Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 147-149
作者: Yixuan Qiu; Feng Lin; Weitong Chen; Miao Xu
Adobe PDF(2262Kb) | 收藏 | 浏览/下载：1/0 | 提交时间：2024/04/23
Medical data pre-training transfer learning self-supervised learning medical image data electrocardiograms (ECG) data |
| Efficient Exploration for Multi-Agent Reinforcement Learning via Transferable Successor Features 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1673-1686
作者: Wenzhang Liu; Lu Dong; Dan Niu; Changyin Sun
Adobe PDF(5554Kb) | 收藏 | 浏览/下载：137/61 | 提交时间：2022/08/19
Knowledge transfer multi-agent systems reinforcement learning successor features |
| Autonomous Maneuver Decisions via Transfer Learning Pigeon-Inspired Optimization for UCAVs in Dogfight Engagements 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1639-1657
作者: Wanying Ruan; Haibin Duan; Yimin Deng
 Adobe PDF(4650Kb) | 收藏 | 浏览/下载：164/68 | 提交时间：2022/08/19
Autonomous maneuver decisions dogfight engagement game mixed strategy transfer learning pigeon-inspired optimization (TLPIO) unmanned combat aerial vehicle (UCAV) |
| TwinNet: Twin Structured Knowledge Transfer Network for Weakly Supervised Action Localization 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 227-246
作者: Xiao-Yu Zhang; Hai-Chao Shi; Chang-Sheng Li; Li-Xin Duan
Adobe PDF(3616Kb) | 收藏 | 浏览/下载：2/0 | 提交时间：2024/04/23
Knowledge transfer weakly supervised learning self-attention mechanism representation learning action localization |
| Research on Transfer Learning of Vision-based Gesture Recognition 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 422-431
作者: Bi-Xiao Wu; Chen-Guang Yang; Jun-Pei Zhong
Adobe PDF(1688Kb) | 收藏 | 浏览/下载：253/53 | 提交时间：2021/05/24
Transfer learning gesture recognition red-green-blue (RGB) Camera Leap Motion joint distribution adaptation (JDA) |
