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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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High-speed vision  object detection  particle filter  region probability map  wide-area surveillance