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Acting As A Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 期号: Accepted, 页码: Accepted
Authors:  Yuanyuan Chen;  Hongyu Chen;  Peijun Ye;  Yisheng Lv;  Fei-Yue Wang
View  |  Adobe PDF(2382Kb)  |  Favorite  |  View/Download:17/2  |  Submit date:2020/10/16
Traffic Flow Prediction  Ensemble Learning  Deep Learning  
Detecting Traffic Information From Social Media Texts With Deep Learning Approaches 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 8, 页码: 3049-3058
Authors:  Chen, Yuanyuan;  Lv, Yisheng;  Wang, Xiao;  Li, Lingxi;  Wang, Fei-Yue
View  |  Adobe PDF(2273Kb)  |  Favorite  |  View/Download:113/26  |  Submit date:2019/08/28
Deep learning  social transportation  traffic information detection  social media  text mining  
Capturing Car-Following Behaviors by Deep Learning 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 卷号: 19, 期号: 3, 页码: 910-920
Authors:  Wang, Xiao;  Jiang, Rui;  Li, Li;  Lin, Yilun;  Zheng, Xinhu;  Wang, Fei-Yue
View  |  Adobe PDF(3543Kb)  |  Favorite  |  View/Download:229/94  |  Submit date:2018/10/10
Microscopic Car-following Model  Deep Learning  Recurrent Neural Network (Rnn)  Gated Recurrent Unit (Gru) Neural Networks  
Traffic Sign Detection Using a Cascade Method With Fast Feature Extraction and Saliency Test 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2017, 卷号: 18, 期号: 12, 页码: 3290-3302
Authors:  Wang, Dongdong;  Hou, Xinwen;  Xu, Jiawei;  Yue, Shigang;  Liu, Cheng-Lin;  Cheng-Lin Liu
View  |  Adobe PDF(2774Kb)  |  Favorite  |  View/Download:245/92  |  Submit date:2018/01/05
Traffic Sign Detection  Cascade System  Fast Feature Extraction  Saliency Test  
Hierarchical and Networked Vehicle Surveillance in ITS: A Survey 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2017, 卷号: 18, 期号: 1, 页码: 25-48
Authors:  Tian, Bin;  Morris, Brendan Tran;  Tang, Ming;  Liu, Yuqiang;  Yao, Yanjie;  Gou, Chao;  Shen, Dayong;  Tang, Shaohu;  Bin Tian
View  |  Adobe PDF(1143Kb)  |  Favorite  |  View/Download:235/89  |  Submit date:2015/09/22
Behavior Understanding  Computer Vision  Networked Surveillance System  Traffic Surveillance  Vehicle Detection  Vehicle Tracking  
Parallel Transportation Management and Control System and Its Applications in Building Smart Cities 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2016, 卷号: 17, 期号: 6, 页码: 1576-1585
Authors:  Zhu, Fenghua;  Li, Zhenjiang;  Chen, Songhang;  Xiong, Gang
Adobe PDF(1133Kb)  |  Favorite  |  View/Download:229/99  |  Submit date:2016/10/20
Intelligent Transportation Systems (Its)  Artificial System  Computational Experiment And Parallel Execution (Acp) Approach  Parallel Transportation Management And Control System (Ptms)  Computational Experiment  Its Cloud  Social Transportation  Transportation Knowledge Automation  
Big Data for Social Transportation 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2016, 卷号: 17, 期号: 3, 页码: 620-630
Authors:  Zheng, Xinhu;  Chen, Wei;  Wang, Pu;  Shen, Dayong;  Chen, Songhang;  Wang, Xiao;  Zhang, Qingpeng;  Yang, Liuqing
View  |  Adobe PDF(1913Kb)  |  Favorite  |  View/Download:432/209  |  Submit date:2016/06/14
Big Data  Social Transportation  Intelligent Transportation System  Data Analytics  Crowdsourcing  
Scanning the Issue and Beyond: Merton's Laws and Mertionian Systems for ITS 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 6
Authors:  Wang, Fei-Yue
Adobe PDF(247Kb)  |  Favorite  |  View/Download:98/6  |  Submit date:2016/01/18
Scanning the Issue and Beyond: The Endless ITS Frontier in CSP Spaces 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 4, 页码: 1610-1618
Authors:  Wang, Fei-Yue
View  |  Adobe PDF(105Kb)  |  Favorite  |  View/Download:87/12  |  Submit date:2015/09/23
Csp Spaces  Its  
Modeling Social Influence on Activity-Travel Behaviors Using Artificial Transportation Systems 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 3, 页码: 1576-1581
Authors:  Chen, Songhang;  Liu, Zhong;  Shen, Dayong
View  |  Adobe PDF(688Kb)  |  Favorite  |  View/Download:156/32  |  Submit date:2016/10/15
Social Networks  Activity-travel Behaviors  Artificial Transportation Systems (Atss)  Social Interactions  Social Learning