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Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations Under a Parallel Learning Framework 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 23, 期号: 6, 页码: 5128-5137
作者:  Li, Xiaoshuang;  Ye, Peijun;  Jin, Junchen;  Zhu, Fenghua;  Wang, Fei-Yue
Adobe PDF(2319Kb)  |  收藏  |  浏览/下载:297/58  |  提交时间:2022/01/27
Generative adversarial networks  Data models  Gallium nitride  Task analysis  Complex systems  Intelligent traffic signal operations  deep behavioral cloning  
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
作者:  Wang, Xiao;  Jiang, Rui;  Li, Li;  Lin, Yilun;  Zheng, Xinhu;  Wang, Fei-Yue
Adobe PDF(3543Kb)  |  收藏  |  浏览/下载:434/168  |  提交时间:2018/10/10
Microscopic Car-following Model  Deep Learning  Recurrent Neural Network (Rnn)  Gated Recurrent Unit (Gru) Neural Networks  
Scanning the Issue and Beyond: Transportation and Mobility Transformation for Smart Cities 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 2, 页码: 525-533
作者:  Wang, Fei-Yue
Adobe PDF(102Kb)  |  收藏  |  浏览/下载:287/100  |  提交时间:2015/09/21
Transportation  Mobility Transformation  Smart Cities  
UTN-Model-Based Traffic Flow Prediction for Parallel-Transportation Management Systems 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2013, 卷号: 14, 期号: 3, 页码: 1541-1547
作者:  Kong, Qing-Jie;  Xu, Yanyan;  Lin, Shu;  Wen, Ding;  Zhu, Fenghua;  Liu, Yuncai
Adobe PDF(607Kb)  |  收藏  |  浏览/下载:371/101  |  提交时间:2015/08/12
Corsim  Fundamental Diagram (Fd)  Parallel-transportation Management Systems (Ptms)  Short-term Traffic Flow Prediction  Urban Traffic Network (Utn) Model  
Rear-View Vehicle Detection and Tracking by Combining Multiple Parts for Complex Urban Surveillance 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, 卷号: 15, 期号: 2, 页码: 597-606
作者:  Tian, Bin;  Li, Ye;  Li, Bo;  Wen, Ding;  Bin Tian
浏览  |  Adobe PDF(1776Kb)  |  收藏  |  浏览/下载:387/157  |  提交时间:2015/08/12
Kalman Filter (Kf)  Markov Random Field (Mrf)  Part-based Object Detection  Tracking  Vehicle Detection