Prediction model of ETC short term traffic flow based on multidimensional time series

被引：0
|
作者：
Zhao, Ya-Wei [1 ]
Chen, Yan-Jing [1 ]
Guan, Wei [2 ]
机构：
[1] Big Data Analysis Technology Lab, University of Chinese Academy of Sciences, Beijing,100049, China
[2] Beijing Sutong Technology Co., Ltd., Beijing,100161, China
来源：
Jiaotong Yunshu Xitong Gongcheng Yu Xinxi/Journal of Transportation Systems Engineering and Information Technology | 2016年 / 16卷 / 04期
基金：
中国国家自然科学基金;
关键词：
Electronic toll collection - Intelligent transportation - Multidimensional time series - Similarity measure - Traffic flow prediction;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：191 / 198
相关论文
共 50 条
  • [41] A Short-Term Traffic Flow Prediction Model Based on EMD and GPSO-SVM
    Mei, Duo
    Qi, Yan
    Gao, Lina
    Xu, E.
    2017 IEEE 2ND ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC), 2017, : 2554 - 2558
  • [42] Vehicle actuation based short-term traffic flow prediction model for signalized intersections
    Sun Jian
    Zhang Lun
    JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2012, 19 (01) : 287 - 298
  • [43] Vehicle actuation based short-term traffic flow prediction model for signalized intersections
    Jian Sun
    Lun Zhang
    Journal of Central South University, 2012, 19 : 287 - 298
  • [44] Short-Term Traffic Flow Prediction Based on LSTM-XGBoost Combination Model
    Zhang, Xijun
    Zhang, Qirui
    CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2020, 125 (01): : 95 - 109
  • [45] Short-term traffic flow prediction based on combination model of Xgboost-LightGBM
    Zhang Mei
    Fei Xiang
    Liu Zhen-hui
    2018 INTERNATIONAL CONFERENCE ON SENSOR NETWORKS AND SIGNAL PROCESSING (SNSP 2018), 2018, : 322 - 327
  • [46] Short-term traffic flow prediction based on multi-dimensional LSTM model
    Chen, Zhiya
    Wang, Xiaojun
    1600, Central South University Press (17): : 2946 - 2952
  • [47] A Short-Term Vessel Traffic Flow Prediction Based on a DBO-LSTM Model
    Dong, Ze
    Zhou, Yipeng
    Bao, Xiongguan
    SUSTAINABILITY, 2024, 16 (13)
  • [48] Short-Term Traffic Flow Prediction for Urban Road Sections Based on Time Series Analysis and LSTM_BILSTM Method
    Ma, Changxi
    Dai, Guowen
    Zhou, Jibiao
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (06) : 5615 - 5624
  • [49] Short-term traffic flow prediction model based on deep learning regression algorithm
    Zhang, Yang
    Xin, Dong-rong
    INTERNATIONAL JOURNAL OF COMPUTING SCIENCE AND MATHEMATICS, 2021, 14 (02) : 155 - 166
  • [50] Vehicle actuation based short-term traffic flow prediction model for signalized intersections
    孙健
    张轮
    JournalofCentralSouthUniversity, 2012, 19 (01) : 287 - 298
12345