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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：11/2 | Submit date：2023/03/22 |
| 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：50/8 | 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：26/0 | Submit date：2023/01/03
Causal inference data-driven analytics framework digital therapeutics (DTx) mobile and wearable data technical and behavioral engagement |
| 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：42/3 | Submit date：2023/01/18
Brain imaging genomics machine learning multivariate analysis association analysis outcome prediction |
| 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：50/5 | Submit date：2023/01/18
Federated learning privacy-preserving machine learning security decentralized learning intellectual property protection |
| Data-Driven Control of Distributed Event-Triggered Network Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 351-364
Authors: Xin Wang; Jian Sun; Gang Wang; Frank Allgöwer; Jie Chen
Adobe PDF(2396Kb) | Favorite | View/Download：38/9 | Submit date：2023/01/16
Data-driven control distributed event-triggered network system (ETS) linear matrix inequalitie (LMI) looped-functional stability |
| Squeezing More Past Knowledge for Online Class-Incremental Continual Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 722-736
Authors: Da Yu; Mingyi Zhang; Mantian Li; Fusheng Zha; Junge Zhang; Lining Sun; Kaiqi Huang
Adobe PDF(7599Kb) | Favorite | View/Download：15/2 | Submit date：2023/03/02
Catastrophic forgetting class-incremental learning continual learning (CL) experience replay |
| Distributed Momentum-Based Frank-Wolfe Algorithm for Stochastic Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 685-699
Authors: Jie Hou; Xianlin Zeng; Gang Wang; Jian Sun; Jie Chen
Adobe PDF(2289Kb) | Favorite | View/Download：9/1 | Submit date：2023/03/02
Distributed optimization Frank-Wolfe (FW) algorithms momentum-based method stochastic optimization |
| UltraStar: A Lightweight Simulator of Ultra-Dense LEO Satellite Constellation Networking for 6G 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 632-645
Authors: Xiaoyu Liu; Ting Ma; Zhixuan Tang; Xiaohan Qin; Haibo Zhou; Xuemin (Sherman) Shen
Adobe PDF(6265Kb) | Favorite | View/Download：8/0 | Submit date：2023/03/02
Discrete event simulation (DES) mega-constellation network dynamics performance evaluation simulation architecture design |
| Online Optimization in Power Systems With High Penetration of Renewable Generation: Advances and Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 839-858
Authors: Zhaojian Wang; Wei Wei; John Zhen Fu Pang; Feng Liu; Bo Yang; Xinping Guan; Shengwei Mei
Adobe PDF(2336Kb) | Favorite | View/Download：5/1 | Submit date：2023/03/22
Feedback optimization Lyapunov optimization online convex optimization online optimization optimization-guided control |
