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An efficient realization of deep learning for traffic data imputation 期刊论文
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2016, 卷号: 72, 页码: 168-181
Authors:  Duan, Yanjie;  Lv, Yisheng;  Liu, Yu-Liang;  Wang, Fei-Yue
Adobe PDF(824Kb)  |  Favorite  |  View/Download:217/108  |  Submit date:2017/02/14
Traffic Data Imputation  Deep Learning  Missing Data  
Traffic Signal Timing via Deep Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2016, 卷号: 3, 期号: 3, 页码: 247-254
Authors:  Li Li;  Yisheng Lv;  Fei-Yue Wang
View  |  Adobe PDF(4463Kb)  |  Favorite  |  View/Download:462/312  |  Submit date:2016/10/25
Traffic Control  Reinforcement Learning  Deep Learning  Deep Reinforcement Learning.  
Travel Time Prediction with LSTM Neural Network 会议论文
, Rio de Janeiro, Brazil, 2016年11月1-4日
Authors:  Duan YJ(段艳杰);  Lv Yisheng;  Wang Fei-Yue
View  |  Adobe PDF(189Kb)  |  Favorite  |  View/Download:490/363  |  Submit date:2017/05/04
Performance Evaluation of the Deep Learning Approach for Traffic Flow Prediction at Different Times 会议论文
, Beijing, P.R. China, 2016年7月10-12日
Authors:  Duan YJ(段艳杰);  Lv Yisheng;  Wang Fei-Yue
View  |  Adobe PDF(154Kb)  |  Favorite  |  View/Download:79/26  |  Submit date:2017/05/04
Managing Emergency Traffic Evacuation With a Partially Random Destination Allocation Strategy: A Computational-Experiment-Based Optimization Approach 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 4, 页码: 2182-2191
Authors:  Lv, Yisheng;  Zhang, Xiqiao;  Kang, Wenwen;  Duan, Yanjie
View  |  Adobe PDF(717Kb)  |  Favorite  |  View/Download:98/12  |  Submit date:2015/09/23
Computational Experiment  Evacuation Control  Metamodel  Simulation-based Optimization  
Continuous Travel Time Prediction for Transit Signal Priority Based on a Deep Network 会议论文
, Spain, 2015
Authors:  Gang XIONG;  Wenwen Kang;  Fei-Yue Wang;  Fenghua Zhu;  Yisheng Lv;  Xisong Dong;  Jukka Riekki;  Susanna Pirttikangas
View  |  Adobe PDF(383Kb)  |  Favorite  |  View/Download:96/24  |  Submit date:2017/12/31
Content-based Recommendation for Traffic Signal Control 会议论文
Proceedings of the 18th IEEE International Conference on Intelligent Transportation Systems, Canary Islands, Spain, 2015
Authors:  Zhao, Yifei;  Wang, Feiyue;  Gao, Hang;  Zhu, Fenghua;  Lv, Yisheng
View  |  Adobe PDF(363Kb)  |  Favorite  |  View/Download:118/18  |  Submit date:2016/06/24
Artificial Transportation Systems And Simulation  Contented-based Recommendation  Data Mining And Data Analysis  Traffic Signal Control  
Latent Factor Model for Traffic Signal Control 会议论文
Proceedings of the 9th IEEE International Conference on Service Operations and Logistics, and Informatics, Qingdao, 2014-10
Authors:  Zhao, Yifei;  Gao, Hang;  Lv, Yisheng;  Duan, Yanjie
View  |  Adobe PDF(414Kb)  |  Favorite  |  View/Download:62/6  |  Submit date:2016/06/24
Collaborative Filtering  Intelligent Transportation Systems  Recommendation System  Signal Control  
基于社会网络视角的交通仿真和计算实验研究文献分析 期刊论文
自动化学报, 2013, 卷号: 39, 期号: 9, 页码: 1402-1412
Authors:  叶佩军;  吕宜生;  吉竟初
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交通仿真, 计算实验, 文献分析, 社会网络  
A Game-Engine-Based Platform for Modeling and Computing Artificial Transportation Systems 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2011, 卷号: 12, 期号: 2, 页码: 343-353
Authors:  Miao, Qinghai;  Zhu, Fenghua;  Lv, Yisheng;  Cheng, Changjian;  Chen, Cheng;  Qiu, Xiaogang
View  |  Adobe PDF(1159Kb)  |  Favorite  |  View/Download:163/63  |  Submit date:2015/08/12
Artificial Transportation Systems (Ats)  Distributed Simulation  Game Engine