Support Vector Machines Approach for Predicting Real-time Rear-end Crash Risk on Freeways

被引:0
|
作者
You, Jinming [1 ]
Wang, Junhua [1 ]
Tang, Tang [1 ]
Fang, Shouen [1 ]
机构
[1] Key Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University, Shanghai,201804, China
来源
关键词
432.1 Highway Transportation; General - 723 Computer Software; Data Handling and Applications - 914.1 Accidents and Accident Prevention - 921.1 Algebra;
D O I
暂无
中图分类号
学科分类号
摘要
19
引用
收藏
页码:355 / 361
相关论文
共 50 条
  • [1] Real-time rear-end crash potential prediction on freeways
    Qu Xu
    Wang Wei
    Wang Wen-fu
    Liu Pan
    JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2017, 24 (11) : 2664 - 2673
  • [2] Real-time rear-end crash potential prediction on freeways
    曲栩
    王炜
    王文夫
    刘攀
    Journal of Central South University, 2017, 24 (11) : 2664 - 2673
  • [3] Real-time rear-end crash potential prediction on freeways
    Xu Qu
    Wei Wang
    Wen-fu Wang
    Pan Liu
    Journal of Central South University, 2017, 24 : 2664 - 2673
  • [4] Identification of rear-end crash patterns on instrumented freeways: A data mining approach
    Pande, A
    Abdel-Aty, A
    2005 IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE (ITSC), 2005, : 819 - 824
  • [5] Developing a Rear-End Crash Risk Algorithm under Fog Conditions using Real-Time Data
    Wu, Yina
    Abdel-Aty, Mohamed
    Park, Juneyoung
    2017 5TH IEEE INTERNATIONAL CONFERENCE ON MODELS AND TECHNOLOGIES FOR INTELLIGENT TRANSPORTATION SYSTEMS (MT-ITS), 2017, : 568 - 573
  • [6] A REAR-END COLLISION WARNING SYSTEM FOR DRIVERS WITH SUPPORT VECTOR MACHINES
    Mima, H.
    Ikeda, K.
    Shibata, T.
    Fukaya, N.
    Hitomi, K.
    Bando, T.
    2009 IEEE/SP 15TH WORKSHOP ON STATISTICAL SIGNAL PROCESSING, VOLS 1 AND 2, 2009, : 649 - +
  • [7] Comprehensive analysis of the relationship between real-time traffic surveillance data and rear-end crashes on freeways
    Pande, Anurag
    Abdel-Aty, Mohamed
    SAFETY DATA, ANALYSIS, AND EVALUATION, 2006, (1953): : 31 - 40
  • [8] Utilizing support vector machine in real-time crash risk evaluation
    Yu, Rongjie
    Abdel-Aty, Mohamed
    ACCIDENT ANALYSIS AND PREVENTION, 2013, 51 : 252 - 259
  • [9] Generalized nonlinear models for rear-end crash risk analysis
    Lao, Yunteng
    Zhang, Guohui
    Wang, Yinhai
    Milton, John
    ACCIDENT ANALYSIS AND PREVENTION, 2014, 62 : 9 - 16
  • [10] Generalized nonlinear models for rear-end crash risk analysis
    Lao, Yunteng
    Zhang, Guohui
    Wang, Yinhai
    Milton, John
    Accident Analysis and Prevention, 2014, 62 : 9 - 16