CASIA OpenIR
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Social Media based Transportation Research: the State of the Work and the Networking 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 4, 期号: 1, 页码: 19-26
作者:  Yisheng Lv;  Yuanyuan Chen;  Xiqiao Zhang;  Yanjie Duan;  Naiqiang Li
Adobe PDF(13247Kb)  |  收藏  |  浏览/下载:139/21  |  提交时间:2022/04/08
transportation research , social media data , traffic information sources , social network analysis methods , collaboration patterns  
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
作者:  Duan, Yanjie;  Lv, Yisheng;  Liu, Yu-Liang;  Wang, Fei-Yue
Adobe PDF(824Kb)  |  收藏  |  浏览/下载:544/269  |  提交时间:2017/02/14
Traffic Data Imputation  Deep Learning  Missing Data  
Travel Time Prediction with LSTM Neural Network 会议论文
, Rio de Janeiro, Brazil, 2016年11月1-4日
作者:  Duan YJ(段艳杰);  Lv Yisheng;  Wang Fei-Yue
浏览  |  Adobe PDF(189Kb)  |  收藏  |  浏览/下载:1238/831  |  提交时间: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
作者:  Duan YJ(段艳杰);  Lv Yisheng;  Wang Fei-Yue
浏览  |  Adobe PDF(154Kb)  |  收藏  |  浏览/下载:271/92  |  提交时间: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
作者:  Lv, Yisheng;  Zhang, Xiqiao;  Kang, Wenwen;  Duan, Yanjie
浏览  |  Adobe PDF(717Kb)  |  收藏  |  浏览/下载:275/55  |  提交时间:2015/09/23
Computational Experiment  Evacuation Control  Metamodel  Simulation-based Optimization  
Traffic Flow Prediction With Big Data: A Deep Learning Approach 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 2, 页码: 865-873
作者:  Lv, Yisheng;  Duan, Yanjie;  Kang, Wenwen;  Li, Zhengxi;  Wang, Fei-Yue
浏览  |  Adobe PDF(1520Kb)  |  收藏  |  浏览/下载:3713/2332  |  提交时间:2015/09/21
Deep Learning  Stacked Autoencoders (Saes)  Traffic Flow Prediction  
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
作者:  Zhao, Yifei;  Gao, Hang;  Lv, Yisheng;  Duan, Yanjie
浏览  |  Adobe PDF(414Kb)  |  收藏  |  浏览/下载:308/95  |  提交时间:2016/06/24
Collaborative Filtering  Intelligent Transportation Systems  Recommendation System  Signal Control  
Improved Information Feedback in Symmetric Dual-channel Traffic 会议论文
, Dongguan, P.R. China, 2013年7月28-30日
作者:  Duan YJ(段艳杰);  Zhu Fenghua;  Xiong Gang;  Li Yuantao;  Lv Yisheng
浏览  |  Adobe PDF(761Kb)  |  收藏  |  浏览/下载:192/50  |  提交时间:2017/05/04