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Cross-Scenario Unknown-Aware Face Anti-Spoofing with Evidential Semantic Consistency Learning 期刊论文
IEEE Transactions on Information Forensics and Security, 2024, 页码: 3093 - 3108
Authors:  Jiang, Fangling;  Liu, Yunfan;  Si, Haolin;  Meng, Jingjing;  Li, Qi
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Achieving 500X Acceleration for Adversarial Robustness Verification of Tree-Based Smart Grid Dynamic Security Assessment 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 800-802
Authors:  Chao Ren;  Chunran Zou;  Zehui Xiong;  Han Yu;  Zhao-Yang Dong;  Niyato Dusit
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Multimodal Fusion of Brain Imaging Data: Methods and Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
Authors:  Na Luo
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Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders  
Multi-UAVs Collaborative Path Planning in the Cramped Environment 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 529-538
Authors:  Siyuan Feng;  Linzhi Zeng;  Jining Liu;  Yi Yang;  Wenjie Song
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Collision avoidance  conflict resolution  multi-unmanned aerial vehicles (UAVs) system  path planning  
Reinforcement Learning in Process Industries: Review and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
Authors:  Oguzhan Dogru;  Junyao Xie;  Om Prakash;  Ranjith Chiplunkar;  Jansen Soesanto;  Hongtian Chen;  Kirubakaran Velswamy;  Fadi Ibrahim;  Biao Huang
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Process control  process systems engineering  reinforcement learning  
Autonomous Vehicle Platoons In Urban Road Networks: A Joint Distributed Reinforcement Learning and Model Predictive Control Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 141-156
Authors:  Luigi D’Alfonso;  Francesco Giannini;  Giuseppe Franzè;  Giuseppe Fedele;  Francesco Pupo;  Giancarlo Fortino
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Distributed model predictive control  distributed reinforcement learning  routing decisions  urban road networks  
Learning to Branch in Combinatorial Optimization With Graph Pointer Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 157-169
Authors:  Rui Wang;  Zhiming Zhou;  Kaiwen Li;  Tao Zhang;  Ling Wang;  Xin Xu;  Xiangke Liao
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Branch-and-bound (B&B)  combinatorial optimization  deep learning  graph neural network  imitation learning  
Orientation and Decision-Making for Soccer Based on Sports Analytics and AI: A Systematic Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 37-57
Authors:  Zhiqiang Pu;  Yi Pan;  Shijie Wang;  Boyin Liu;  Min Chen;  Hao Ma;  Yixiong Cui
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Artificial intelligence (AI)  decision-making  football  review  soccer  sports analytics  
Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36
Authors:  Ding Wang;  Ning Gao;  Derong Liu;  Jinna Li;  Frank L. Lewis
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Adaptive dynamic programming (ADP)  advanced control  complex environment  data-driven control  event-triggered design  intelligent control  neural networks  nonlinear systems  optimal control  reinforcement learning (RL)  
Feature Matching via Topology-Aware Graph Interaction Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 113-130
Authors:  Yifan Lu;  Jiayi Ma;  Xiaoguang Mei;  Jun Huang;  Xiao-Ping Zhang
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Feature matching  graph cut  outlier filtering  topology preserving