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Long memory is important: A test study on deep-learning based car-following model 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 514, 页码: 786-795
Authors:  Wang, Xiao;  Jiang, Rui;  Li, Li;  Lin, Yi-Lun;  Wang, Fei-Yue
Favorite  |  View/Download:79/0  |  Submit date:2019/01/08
Car-following  Long memory  Hysteresis  Deep learning  
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
Adobe PDF(3543Kb)  |  Favorite  |  View/Download:185/63  |  Submit date:2018/10/10
Microscopic Car-following Model  Deep Learning  Recurrent Neural Network (Rnn)  Gated Recurrent Unit (Gru) Neural Networks