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| Cascading Delays for the High-Speed Rail Network Under Different Emergencies: A Double Layer Network Approach 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 2014-2025 作者: Xingtang Wu; Mingkun Yang; Wenbo Lian; Min Zhou; Hongwei Wang; Hairong Dong Adobe PDF(2179Kb)  |  收藏  |  浏览/下载:105/32  |  提交时间:2023/09/07 Delay propagation double layer network high speed rail network max-plus algebra |
| AUTOSIM: Automated Urban Traffic Operation Simulation via Meta-Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1871-1881 作者: Yuanqi Qin; Wen Hua; Junchen Jin; Jun Ge; Xingyuan Dai; Lingxi Li; Xiao Wang; Fei-Yue Wang Adobe PDF(3244Kb)  |  收藏  |  浏览/下载:88/17  |  提交时间:2023/08/10 Conditional generative adversarial network signalized urban networks short-term link speed 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:102/50  |  提交时间:2023/08/10 High-speed railway reinforcement learning train timetable rescheduling Transformer |
| How Generative Adversarial Networks Promote the Development of Intelligent Transportation Systems: A Survey 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1781-1796 作者: Hongyi Lin; Yang Liu; Shen Li; Xiaobo Qu Adobe PDF(1497Kb)  |  收藏  |  浏览/下载:133/84  |  提交时间:2023/08/10 Autonomous driving generative adversarial network (GAN) intelligent transportation system (ITS) traffic anomaly inspection traffic flow |
| RGCNU: Recurrent Graph Convolutional Network With Uncertainty Estimation for Remaining Useful Life Prediction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1640-1642 作者: Qiwu Zhu; Qingyu Xiong; Zhengyi Yang; Yang Yu Adobe PDF(438Kb)  |  收藏  |  浏览/下载:131/27  |  提交时间:2023/06/14 |
| Pavement Cracks Coupled With Shadows: A New Shadow-Crack Dataset and A Shadow-Removal-Oriented Crack Detection Approach 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1593-1607 作者: Lili Fan; Shen Li; Ying Li; Bai Li; Dongpu Cao; Fei-Yue Wang Adobe PDF(23502Kb)  |  收藏  |  浏览/下载:93/13  |  提交时间:2023/06/14 Automatic pavement crack detection data augmentation compensation deep learning residual feature augmentation shadow removal shadow-crack dataset |
| Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387 作者: Sibo Cheng; César Quilodrán-Casas; Said Ouala; Alban Farchi; Che Liu; Pierre Tandeo; Ronan Fablet; Didier Lucor; Bertrand Iooss; Julien Brajard; Dunhui Xiao; Tijana Janjic; Weiping Ding; Yike Guo; Alberto Carrassi; Marc Bocquet; Rossella Arcucci Adobe PDF(17725Kb)  |  收藏  |  浏览/下载:91/29  |  提交时间:2023/05/29 Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| Coarse-to-Fine Video Instance Segmentation With Factorized Conditional Appearance Flows 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1192-1208 作者: Zheyun Qin; Xiankai Lu; Xiushan Nie; Dongfang Liu; Yilong Yin; Wenguan Wang Adobe PDF(42794Kb)  |  收藏  |  浏览/下载:84/26  |  提交时间:2023/04/26 Embedding learning generative model normalizing flows video instance segmentation (VIS) |
| 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:255/65  |  提交时间:2023/01/03 Deep learning graph neural network (GNN) multi-stream spatial-temporal feature extraction temporal graph traffic prediction |