Urban Traffic Travel Time Short-Term Prediction Model Based on Spatio-Temporal Feature Extraction

被引:0
|
作者
Kang, Leilei [1 ]
Hu, Guojing [2 ]
Huang, Hao [1 ]
Lu, Weike [3 ,4 ]
Liu, Lan [1 ]
机构
[1] School of Transportation and Logistics, Southwest Jiaotong University, Chengdu, Sichuan,610031, China
[2] Department of Mathematics and Statistical Sciences, Jackson State University, Jackson,39217, United States
[3] Alabama Transportation Institute, University of Alabama, Tuscaloosa,35487, United States
[4] National United Engineering Laboratory of Integrated and Intelligent Transportation, Chengdu, Sichuan,610031, China
来源
关键词
39;
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
  • [1] Urban Traffic Travel Time Short-Term Prediction Model Based on Spatio-Temporal Feature Extraction
    Kang, Leilei
    Hu, Guojing
    Huang, Hao
    Lu, Weike
    Liu, Lan
    JOURNAL OF ADVANCED TRANSPORTATION, 2020, 2020 : 1DUMMMY
  • [2] A Unified Spatio-Temporal Model for Short-Term Traffic Flow Prediction
    Duan, Peibo
    Mao, Guoqiang
    Liang, Weifa
    Zhang, Degan
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 20 (09) : 3212 - 3223
  • [3] Short-Term Urban Traffic Flow Prediction Using Deep Spatio-Temporal Residual Networks
    Wu, Xingming
    Ding, Siyi
    Chen, Weihai
    Wang, Jianhua
    Chen, Peter C. Y.
    PROCEEDINGS OF THE 2018 13TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2018), 2018, : 1073 - 1078
  • [4] A Short-Term Power Prediction Method for Photovoltaics Based on Similar Day Clustering and Spatio-Temporal Feature Extraction
    Huang, Xu
    Wang, Leying
    Ge, Leijiao
    Hou, Luyang
    Du, Tianshuo
    Zheng, Yiwen
    Chen, Yanbo
    ELECTRONICS, 2024, 13 (17)
  • [5] Network Traffic Classification Model Based on Spatio-Temporal Feature Extraction
    Wang, Cheng
    Zhang, Wei
    Hao, Hao
    Shi, Huiling
    ELECTRONICS, 2024, 13 (07)
  • [6] Short-Term Forecasting of Urban Traffic Using Spatio-Temporal Markov Field
    Furtlehner, Cyril
    Lasgouttes, Jean-Marc
    Attanasi, Alessandro
    Pezzulla, Marco
    Gentile, Guido
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (08) : 10858 - 10867
  • [7] Short-Term Traffic Flow Prediction Based on Sparse Regression and Spatio-Temporal Data Fusion
    Zheng, Zengwei
    Shi, Lifei
    Sun, Lin
    Du, Junjie
    IEEE ACCESS, 2020, 8 : 142111 - 142119
  • [8] Short-term traffic flow prediction based on spatio-temporal analysis and CNN deep learning
    Zhang, Weibin
    Yu, Yinghao
    Qi, Yong
    Shu, Feng
    Wang, Yinhai
    TRANSPORTMETRICA A-TRANSPORT SCIENCE, 2019, 15 (02) : 1688 - 1711
  • [9] VMD-LSTM Urban Arterial Short-Term Traffic Forecasting Based on Spatio-Temporal Clustering
    Wang, Shang
    Han, Fengchun
    Lin, Yantao
    Zhou, Yang
    CICTP 2023: INNOVATION-EMPOWERED TECHNOLOGY FOR SUSTAINABLE, INTELLIGENT, DECARBONIZED, AND CONNECTED TRANSPORTATION, 2023, : 817 - 826
  • [10] Spatio-Temporal Residual Graph Convolutional Network for Short-Term Traffic Flow Prediction
    Zhang, Qingyong
    Tan, Meifang
    Li, Changwu
    Xia, Huiwen
    Chang, Wanfeng
    Li, Minglong
    IEEE ACCESS, 2023, 11 : 84187 - 84199