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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
作者:  Yuanyuan Chen;  Hongyu Chen;  Peijun Ye;  Yisheng Lv;  Fei-Yue Wang
浏览  |  Adobe PDF(2382Kb)  |  收藏  |  浏览/下载：258/55  |  提交时间：2020/10/16
Traffic Flow Prediction  Ensemble Learning  Deep Learning  
Pattern Sensitive Prediction of Traffic Flow Based on Generative Adversarial Framework 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 6, 页码: 2395-2400
作者:  Lin, Yilun;  Dai, Xingyuan;  Li, Li;  Wang, Fei-Yue
浏览  |  Adobe PDF(623Kb)  |  收藏  |  浏览/下载：350/151  |  提交时间：2019/05/07
Traflic flow prediction  deep learning  generative adversarial network  
A Survey of Traffic Data Visualization 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 6, 页码: 2970-2984
作者:  Chen, Wei;  Guo, Fangzhou;  Wang, Fei-Yue
浏览  |  Adobe PDF(3269Kb)  |  收藏  |  浏览/下载：838/439  |  提交时间：2016/01/18
Traffic  Traffic Data Visualization  Visual Analysis  Data-driven Intelligent Transportation System  
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：3732/2334  |  提交时间：2015/09/21
Deep Learning  Stacked Autoencoders (Saes)  Traffic Flow Prediction  
Data-Driven Intelligent Transportation Systems: A Survey 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2011, 卷号: 12, 期号: 4, 页码: 1624-1639
作者:  Zhang, Junping;  Wang, Fei-Yue;  Wang, Kunfeng;  Lin, Wei-Hua;  Xu, Xin;  Chen, Cheng
浏览  |  Adobe PDF(1040Kb)  |  收藏  |  浏览/下载：905/406  |  提交时间：2015/08/12
Data Mining  Data-driven Intelligent Transportation Systems ((Dits)-i-2)  Machine Learning  Microblog  Mobility  Visual Analytics  Visualization