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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 |
| 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 |
| A Novel Adaptive Kalman Filter Based on Credibility Measure 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 103-120
Authors: Quanbo Ge; Xiaoming Hu; Yunyu Li; Hongli He; Zihao Song
Adobe PDF(2653Kb) | Favorite | View/Download：8/1 | Submit date：2023/01/03
Credibility expectation maximization-particle swarm optimization method (EM-PSO) filter calculated mean square errors (MSE) inaccurate models Kalman filter Sage-Husa true MSE (TMSE) |
| 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 |
| 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 |
| Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Humanmachine Hybrid Swarm Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 121-144
Authors: Guo-Yin Wang
Adobe PDF(2487Kb) | Favorite | View/Download：11/1 | Submit date：2023/01/18
Swarm intelligence single-population multi-population human-machine hybrid multi-granularity |
| Deep Gradient Learning for Efficient Camouflaged Object Detection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 92-108
Authors: Ge-Peng Ji
Adobe PDF(5723Kb) | Favorite | View/Download：12/2 | Submit date：2023/01/18
Camouflaged object detection (COD) object gradient soft grouping efficient model image segmentation |
| 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：11/2 | Submit date：2023/01/18
Brain imaging genomics machine learning multivariate analysis association analysis outcome prediction |
| 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 |
| Region Probability Map-Guided Fast Wide-Area Multiobject Detection 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2022, 页码: 1-12
Authors: Long XL(龙宪磊); Chen, Mengjuan; Li, Zhikai; Gu, Qingyi
Adobe PDF(9818Kb) | Favorite | View/Download：28/3 | Submit date：2022/12/19
High-speed vision object detection particle filter region probability map wide-area surveillance |
