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Dual-channel spatio-temporal wavelet transform graph neural network for traffic forecasting 会议论文
, Gold Coast, Australia, 2023-6
作者:  Xu BW(许宝文);  Wang XL(王学雷);  Liu CB(刘承宝);  Liu ZJ(刘振杰);  Kang LW(康丽雯)
Adobe PDF(1681Kb)  |  收藏  |  浏览/下载:21/10  |  提交时间:2024/06/26
Spatio-Temporal Transformer with Clustering and Dilated Attention for Traffic Prediction 会议论文
, Bilbao, Bizkaia, Spain, 2023-4
作者:  Xu BW(许宝文);  Wang XL(王学雷);  Liu CB(刘承宝);  Li S(李铄);  Li JW(李经纬)
Adobe PDF(777Kb)  |  收藏  |  浏览/下载:19/9  |  提交时间:2024/06/26
复杂时空数据预测方法研究 学位论文
, 2024
作者:  许宝文
Adobe PDF(7933Kb)  |  收藏  |  浏览/下载:31/2  |  提交时间:2024/05/30
时空数据预测  时空网格数据预测  时空图数据预测  时空轨迹数据预测  多元时间序列预测  
面向平行交通系统的城市交通控制基础模型关键技术 学位论文
, 2024
作者:  赵宸
Adobe PDF(6234Kb)  |  收藏  |  浏览/下载:45/7  |  提交时间:2024/05/27
平行交通系统  交通控制  平行学习  强化学习  基础模型  
Collective Movement Simulation: Methods and Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 452-480
作者:  Hua Wang;  Xing-Yu Guo;  Hao Tao;  Ming-Liang Xu
Adobe PDF(1439Kb)  |  收藏  |  浏览/下载:41/11  |  提交时间:2024/05/23
Collective movement simulation, multiple objects, multiple discipline, simulation effect, collective intelligence  
基于GBDT的铁路事故类型预测及成因分析 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 2, 页码: 470-478
作者:  钟敏慧;  张婉露;  李有儒;  朱振峰;  赵耀
Adobe PDF(2697Kb)  |  收藏  |  浏览/下载:27/7  |  提交时间:2024/05/20
事故类型预测  缺失补全  GBDT  集成学习  成因分析  
A Review and Outlook on Predictive Cruise Control of Vehicles and Typical Applications Under Cloud Control System 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 614-639
作者:  Bolin Gao;  Keke Wan;  Qien Chen;  Zhou Wang;  Rui Li;  Yu Jiang;  Run Mei;  Yinghui Luo;  Keqiang Li
Adobe PDF(12630Kb)  |  收藏  |  浏览/下载:59/15  |  提交时间:2024/04/23
Predictive cruise control (PCC), cloud control system (CCS), cooperative control, efficient operation, intelligent connected vehicle  
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
作者:  Oguzhan Dogru;  Junyao Xie;  Om Prakash;  Ranjith Chiplunkar;  Jansen Soesanto;  Hongtian Chen;  Kirubakaran Velswamy;  Fadi Ibrahim;  Biao Huang
Adobe PDF(1275Kb)  |  收藏  |  浏览/下载:62/21  |  提交时间:2024/01/23
Process control  process systems engineering  reinforcement learning  
Parallel Transportation in TransVerse: From Foundation Models to DeCAST 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 卷号: 24, 期号: 12, 页码: 15310-15327
作者:  Zhao, Chen;  Wang, Xiao;  Lv, Yisheng;  Tian, Yonglin;  Lin, Yilun;  Wang, Fei-Yue
Adobe PDF(4139Kb)  |  收藏  |  浏览/下载:176/7  |  提交时间:2023/11/16
Intelligent Transportation Systems (ITS)  Cyber-Physical-Social Systems (CPSS)  Artificial Systems, Computational Experiments, Parallel Execution (ACP)  Decentralized/Distributed Autonomous Operations and Organizations (DAO)  
Human-Like Decision-Making of Autonomous Vehicles in Dynamic Traffic Scenarios 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1905-1917
作者:  Tangyike Zhang;  Junxiang Zhan;  Jiamin Shi;  Jingmin Xin;  Nanning Zheng
Adobe PDF(2815Kb)  |  收藏  |  浏览/下载:173/67  |  提交时间:2023/09/07
Autonomous vehicles  decision-making  driving behavior  human-like driving