Travel Time Estimation by Learning Driving Habits and Traffic Conditions

被引:0
|
作者
Yang, Ling [1 ,2 ]
Jiang, Shouxu [1 ]
Zhang, Fusheng [3 ]
Zhao, Ming [2 ]
机构
[1] Faculty of Computing, Harbin Institute of Technology, Harbin, Heilongjiang,150006, China
[2] School of Informatics, Harbin Guangsha College, Harbin, Heilongjiang,150025, China
[3] Key Laboratory of Elevator Intelligent Safety in Jiangsu Province, Changshu Institute of Technology, Changshu, Jiangsu,215500, China
关键词
Convolutional neural networks - Motor transportation - Recurrent neural networks - Roads and streets - Taxicabs - Traffic congestion - Trajectories;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] Estimation of left-turning travel time at traffic intersection
    Bi, S. (bisongo@163.com), 1600, Beijing University of Posts and Telecommunications (20):
  • [22] Estimating Travel Time Distribution Under Different Traffic Conditions
    Guessous, Younes
    Aron, Maurice
    Bhouri, Neila
    Cohen, Simon
    17TH MEETING OF THE EURO WORKING GROUP ON TRANSPORTATION, EWGT2014, 2014, 3 : 339 - 348
  • [23] Face off: Travel Habits, Road Conditions and Traffic City Characteristics Bared Using Twitter
    Agarwal, Amit
    Toshniwal, Durga
    IEEE ACCESS, 2019, 7 : 66536 - 66552
  • [24] Link Representation Learning for Probabilistic Travel Time Estimation
    Xu, Chen
    Wang, Qiang
    Sun, Lijun
    arXiv,
  • [25] STDR: A Deep Learning Method for Travel Time Estimation
    Xu, Jie
    Zhang, Yong
    Chao, Li
    Xing, Chunxiao
    DATABASE SYSTEMS FOR ADVANCED APPLICATIONS (DASFAA 2019), PT II, 2019, 11447 : 156 - 172
  • [26] Integrating the Directional Effect of Traffic into Geostatistical Approaches for Travel Time Estimation
    Tong D.
    Lin W.-H.
    Stein A.
    International Journal of Intelligent Transportation Systems Research, 2013, 11 (3) : 101 - 112
  • [27] The congestion multiplier: Variations in motorists' valuations of travel time with traffic conditions
    Wardman, Mark
    Ibanez, J. Nicolas
    TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2012, 46 (01) : 213 - 225
  • [28] Real-time travel time estimation using macroscopic traffic flow models
    Kachroo, P
    Ozbay, K
    Hobeika, AG
    2001 IEEE INTELLIGENT TRANSPORTATION SYSTEMS - PROCEEDINGS, 2001, : 132 - 137
  • [29] Estimation Method for Road Link Travel Time Considering the Heterogeneity of Driving Styles
    Zhang, Yuhui
    Ji, Yanjie
    Yu, Jiajie
    APPLIED SCIENCES-BASEL, 2022, 12 (10):
  • [30] REAL-TIME ESTIMATION OF ARTERIAL TRAVEL TIME UNDER CONGESTED CONDITIONS
    Liu, Henry X.
    Ma, Wenteng
    Wu, Xinkai
    Hu, Heng
    18TH INTERNATIONAL SYMPOSIUM ON TRANSPORTATION AND TRAFFIC THEORY, 2009, : 369 - 386