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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
作者:  Zebing Wei;  Hongxia Zhao;  Zhishuai Li;  Xiaojie Bu;  Yuanyuan Chen;  Xiqiao Zhang;  Yisheng Lv;  Fei-Yue Wang
Adobe PDF(7068Kb)  |  收藏  |  浏览/下载：242/62  |  提交时间：2023/01/03
Deep learning  graph neural network (GNN)  multi-stream  spatial-temporal feature extraction  temporal graph  traffic prediction  
Transformer-Based Macroscopic Regulation for High-Speed Railway Timetable Rescheduling 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1822-1833
作者:  Wei Xu;  Chen Zhao;  Jie Cheng;  Yin Wang;  Yiqing Tang;  Tao Zhang;  Zhiming Yuan;  Yisheng Lv;  Fei-Yue Wang
Adobe PDF(3484Kb)  |  收藏  |  浏览/下载：91/45  |  提交时间：2023/08/10
High-speed railway  reinforcement learning  train timetable rescheduling  Transformer  
An Improved FastSLAM Algorithm Based on Revised Genetic Resampling and SR-UPF 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 3, 页码: 325-334
作者:  Tai-Zhi Lv;  Chun-Xia Zhao;  Hao-Feng Zhang
浏览  |  Adobe PDF(938Kb)  |  收藏  |  浏览/下载：101/36  |  提交时间：2021/02/23
Simultaneous localization and mapping (SLAM)  genetic algorithm  square root unscented particle filter (SR-UPF)  fast Metropolis-Hastings (MH)  double roulette wheels.