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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:59/0  |  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
View  |  Adobe PDF(3543Kb)  |  Favorite  |  View/Download:152/45  |  Submit date:2018/10/10
Microscopic Car-following Model  Deep Learning  Recurrent Neural Network (Rnn)  Gated Recurrent Unit (Gru) Neural Networks  
城市高速公路入口匝道动态交通流的微观建模 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2003
Authors:  甘霖
Adobe PDF(7640Kb)  |  Favorite  |  View/Download:52/0  |  Submit date:2015/09/02
入口匝道  跟车模型  换道模型  聚类分析  模糊推理  On-ramp  Car-following Model  Lane-changing Model  Fuzzy Cluster  Fuzzy Reasoning