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
  • [11] Performance evaluation of short-term time-series traffic prediction model
    Ishak, S
    Al-Deek, H
    JOURNAL OF TRANSPORTATION ENGINEERING, 2002, 128 (06) : 490 - 498
  • [12] An adaptive composite time series forecasting model for short-term traffic flow
    Shao, Qitan
    Piao, Xinglin
    Yao, Xiangyu
    Kong, Yuqiu
    Hu, Yongli
    Yin, Baocai
    Zhang, Yong
    JOURNAL OF BIG DATA, 2024, 11 (01)
  • [13] Bayesian time-series model for short-term traffic flow forecasting
    Ghosh, Bidisha
    Basu, Biswajit
    O'Mahony, Margaret
    JOURNAL OF TRANSPORTATION ENGINEERING, 2007, 133 (03) : 180 - 189
  • [14] Short Term Traffic Flow Prediction Based on LSTM
    Li, Jinhong
    Gao, Lei
    Song, Wei
    Wei, Lu
    Shi, Yaxing
    2018 NINTH INTERNATIONAL CONFERENCE ON INTELLIGENT CONTROL AND INFORMATION PROCESSING (ICICIP), 2018, : 251 - 255
  • [15] A Short-term Traffic Flow Prediction Model Based on AutoEncoder and GRU
    Chen, Dejun
    Wang, Hao
    Zhong, Ming
    2020 12TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI), 2020, : 550 - 557
  • [16] Short-Term Prediction of Traffic Flow Based on the Comprehensive Cloud Model
    Dong, Jianhua
    MATHEMATICS, 2025, 13 (04)
  • [17] Event-based short-term traffic flow prediction model
    Head, K.Larry
    Transportation Research Record, 1995, (1510): : 45 - 52
  • [18] A Unified STARIMA based Model for Short-term Traffic Flow Prediction
    Duan, Peibo
    Mao, Guoqiang
    Yue, Wenwei
    Wang, Shangbo
    2018 21ST INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2018, : 1652 - 1657
  • [19] Short-term Traffic Flow Prediction Based on Neuron Network Model
    Wang, Gavin
    2023 PROGNOSTICS AND HEALTH MANAGEMENT CONFERENCE, PHM, 2023, : 12 - 16
  • [20] Short Term Traffic Flow Prediction Research Based on Chaotic Local Model
    Wang Huan
    Meng Qingyuan
    Zhang Chongfu
    17TH INTERNATIONAL CONFERENCE ON OPTICAL COMMUNICATIONS AND NETWORKS (ICOCN2018), 2019, 11048
12345