Short-term traffic flow prediction algorithm for road network based on deep asynchronous residual network

被引:0
|
作者
Gao, Hai-Long [1 ]
Xu, Yi-Bo [1 ]
Hou, De-Zao [1 ]
Wang, Xue-Song [2 ]
机构
[1] Key Laboratory of Technology on Intelligent Transportation Systems, Research Institute of Highway, Ministry of Transport, Beijing,100088, China
[2] School of Transportation Engineering, Tongji University, Shanghai,201804, China
关键词
Compendex;
D O I
10.13229/j.cnki.jdxbgxb.20221192
中图分类号
学科分类号
摘要
Mean square error
引用
收藏
页码:3458 / 3464
相关论文
共 50 条
  • [1] Short-term traffic flow prediction of road network based on deep learning
    Han, Lei
    Huang, Yi-Shao
    [J]. IET INTELLIGENT TRANSPORT SYSTEMS, 2020, 14 (06) : 495 - 503
  • [2] Short-Term Traffic Flow Prediction Based on Road Network Topology
    Jin, Feng
    Zhao, Baicheng
    [J]. Journal of Beijing Institute of Technology (English Edition), 2019, 28 (03): : 383 - 388
  • [3] Short-Term Traffic Flow Prediction Based on Road Network Topology
    Feng Jin
    Baicheng Zhao
    [J]. Journal of Beijing Institute of Technology, 2019, 28 (03) : 383 - 388
  • [4] Short-Term Traffic Flow Prediction Based On Deep Learning Network
    Yu, Lin
    Zhao, Jiandong
    Gao, Yuan
    Lin, Weijian
    [J]. 2019 INTERNATIONAL CONFERENCE ON ROBOTS & INTELLIGENT SYSTEM (ICRIS 2019), 2019, : 466 - 469
  • [5] Short-term Traffic flow Prediction based on Deep Circulation Neural Network
    Liu, RuRu
    Hong, Feng
    Lu, Changhua
    Jiang, WeiWei
    [J]. 2018 INTERNATIONAL SEMINAR ON COMPUTER SCIENCE AND ENGINEERING TECHNOLOGY (SCSET 2018), 2019, 1176
  • [6] Short-term Traffic Flow Prediction With Residual Graph Attention Network
    Zhang, Xijun
    Yu, Guangjie
    Shang, Jiyang
    Zhang, Baoqi
    [J]. ENGINEERING LETTERS, 2022, 30 (04) : 1230 - 1236
  • [7] Short-term Traffic Flow Prediction Based on Improved Deep Echo State Network
    Li, Changwu
    Ren, Xiao
    Zhang, Qingyong
    Xia, Huiwen
    Chen, Jiahua
    Gao, Yutong
    [J]. 2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC), 2021, : 2628 - 2632
  • [8] Short-term traffic flow prediction based on clustering algorithm and graph neural network
    Zhang, Xi-Jun
    Yu, Guang-Jie
    Cui, Yong
    Shang, Ji-Yang
    [J]. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2024, 54 (06): : 1593 - 1600
  • [9] Urban road network short-term traffic flow prediction model based on associated road chain group
    Weng, Jian-Cheng
    Wei, Rui-Cong
    He, Han-Mei
    Xu, Hai-Hui
    Wang, Jing-Jing
    [J]. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2023, 53 (11): : 3104 - 3112
  • [10] Prediction Models of Short-term Traffic Flow Based on Neural Network
    Dong, Chaojun
    Cui, Ang
    [J]. CONSTRUCTION AND URBAN PLANNING, PTS 1-4, 2013, 671-674 : 2908 - 2911