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| A Novel Sensor Scheduling Algorithm Based on Deep Reinforcement Learning for Bearing-Only Target Tracking in UWSNs 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1077-1079
Authors: Linyao Zheng; Meiqin Liu; Senlin Zhang; Jian Lan
 Adobe PDF(690Kb) |  Favorite | View/Download：9/1 | Submit date：2023/03/22 |
| Knowledge-Guided Data-Driven Model With Transfer Concept for Battery Calendar Ageing Trajectory Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 272-274
Authors: Kailong Liu; Qiao Peng; Remus Teodorescu; Aoife M. Foley
Adobe PDF(3468Kb) | Favorite | View/Download：28/3 | Submit date：2023/01/03 |
| STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
Authors: Zebing Wei; Hongxia Zhao ; Zhishuai Li; Xiaojie Bu; Yuanyuan Chen; Xiqiao Zhang; Yisheng Lv; Fei-Yue Wang
Adobe PDF(7068Kb) | Favorite | View/Download：46/7 | Submit date：2023/01/03
Deep learning graph neural network (GNN) multi-stream spatial-temporal feature extraction temporal graph traffic prediction |
| 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：32/2 | Submit date：2023/01/03
Adversarial training data fusion deep learning remaining useful life (RUL) prediction sensor malfunction |
| Machine Learning for Brain Imaging Genomics Methods: A Review 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
Authors: Mei-Ling Wang
Adobe PDF(2285Kb) | Favorite | View/Download：40/3 | Submit date：2023/01/18
Brain imaging genomics machine learning multivariate analysis association analysis outcome prediction |
| Brain-inspired Intelligent Robotics: Theoretical Analysis and Systematic Application 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 1-18
Authors: Hong Qiao
Adobe PDF(2207Kb) | Favorite | View/Download：34/3 | Submit date：2023/01/18
Brain-inspired intelligent robot software and hardware decision making muscle control cognitive intelligence |
| 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
Authors: Wentao Mao; Gangsheng Wang; Linlin Kou; Xihui Liang
Adobe PDF(25706Kb) | Favorite | View/Download：20/1 | Submit date：2023/01/16
Anomaly detection domain adaptation domain-adversarial training one-class classification transfer learning |
| Axial Assembled Correspondence Network for Few-Shot Semantic Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 711-721
Authors: Yu Liu; Bin Jiang; Jiaming Xu
Adobe PDF(3290Kb) | Favorite | View/Download：7/0 | Submit date：2023/03/02
Artificial intelligence computer vision deep convolutional neural network few-shot semantic segmentation |
| Policy Iteration for Optimal Control of Discrete-Time Time-Varying Nonlinear Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 781-791
Authors: Guangyu Zhu; Xiaolu Li; Ranran Sun; Yiyuan Yang; Peng Zhang
Adobe PDF(2432Kb) | Favorite | View/Download：8/1 | Submit date：2023/03/02
Adaptive critic designs adaptive dynamic programming approximate dynamic programming optimal control policy iteration time-varying |
| 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：2/0 | Submit date：2023/03/22
Domain adaptation explainable artificial intelligence federated learning |
