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| 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：14/3 | Submit date：2023/01/03
Deep learning graph neural network (GNN) multi-stream spatial-temporal feature extraction temporal graph traffic prediction |
| Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
Authors: Uichin Lee; Gyuwon Jung; Eun-Yeol Ma; Jin San Kim; Heepyung Kim; Jumabek Alikhanov; Youngtae Noh; Heeyoung Kim
Adobe PDF(2887Kb) | Favorite | View/Download：8/0 | Submit date：2023/01/03
Causal inference data-driven analytics framework digital therapeutics (DTx) mobile and wearable data technical and behavioral engagement |
| MPC-based Motion Planning and Control Enables Smarter and Safer Autonomous Marine Vehicles: Perspectives and a Tutorial Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 8-24
Authors: Henglai Wei; Yang Shi
Adobe PDF(10538Kb) | Favorite | View/Download：6/0 | Submit date：2023/01/03
Autonomous marine vehicles (AMVs) model predictive control (MPC) motion control motion planning |
| Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 78-89
Authors: Xinya Wang; Jiayi Ma; Junjun Jiang
Adobe PDF(11082Kb) | Favorite | View/Download：8/1 | Submit date：2023/01/03
Blind super-resolution contrastive learning deep learning image super-resolution (SR) |
| Distributed Secure State Estimation of Multi-Agent Systems Under Homologous Sensor Attacks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 67-77
Authors: Yukun Shi; Youqing Wang; Jianyong Tuo
Adobe PDF(1882Kb) | Favorite | View/Download：9/0 | Submit date：2023/01/03
Consensus-based Luenberger-like observer distributed secure state estimation homologous signal |
| CoRE: Constrained Robustness Evaluation of Machine Learning-Based Stability Assessment for Power Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 557-559
Authors: Zhenyong Zhang; David K. Y. Yau
Adobe PDF(618Kb) | Favorite | View/Download：7/0 | Submit date：2023/01/16 |
| 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：8/1 | Submit date：2023/01/16
Anomaly detection domain adaptation domain-adversarial training one-class classification transfer learning |
| 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
Authors: Wen Zhang; Lingfei Deng; Lei Zhang; Dongrui Wu
Adobe PDF(2739Kb) | Favorite | View/Download：7/1 | Submit date：2023/01/16
Domain adaptation domain similarity negative transfer positive transfer transfer learning |
| Detecting the One-Shot Dummy Attack on the Power Industrial Control Processes With an Unsupervised Data-Driven Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 550-553
Authors: Zhenyong Zhang; Yan Qin; Jingpei Wang; Hui Li; Ruilong Deng
Adobe PDF(1016Kb) | Favorite | View/Download：7/2 | Submit date：2023/01/16 |
| VLP: A Survey on Vision-language Pre-training 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 38-56
Authors: Fei-Long Chen
Adobe PDF(1427Kb) | Favorite | View/Download：14/1 | Submit date：2023/01/18
Vision and language pre-training transformers multimodal learning representation learning |
