Expressway Traffic Flow Prediction Based on Wavelet Noise Reduction and Time Graph Convolution

被引：0
|
作者：
Key Laboratory of Transport Industry of Big Data Application Technologies for Comprehensive Transport, Ministry of Transport, Beijing Jiaotong University, Beijing, China [1 ]
机构：
来源：
Proc SPIE Int Soc Opt Eng |
关键词：
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I：
130643O
中图分类号：
学科分类号：
摘要：
Flow noise - Graph convolution - GRU - Informed decision - Prediction-based - Route Selection - Traffic flow - Traffic flow prediction - Travel routes - Wavelets transform
引用
收藏
相关论文
共 50 条
  • [1] Expressway Traffic Flow Prediction Based on Wavelet Noise Reduction and Time Graph Convolution
    Liang, Jiaxing
    Gu, Yuanli
    SEVENTH INTERNATIONAL CONFERENCE ON TRAFFIC ENGINEERING AND TRANSPORTATION SYSTEM, ICTETS 2023, 2024, 13064
  • [2] Traffic Flow Prediction Based on Dynamic Time Slot Graph Convolution
    Chen, Hongwei
    Wang, Han
    Chen, Zexi
    TRANSPORTATION RESEARCH RECORD, 2025,
  • [3] Survey On Traffic Flow Prediction Methods Based On Graph Convolution Neural Network
    Gao, Yi
    Wang, Xiaomeng
    SEVENTH INTERNATIONAL CONFERENCE ON TRAFFIC ENGINEERING AND TRANSPORTATION SYSTEM, ICTETS 2023, 2024, 13064
  • [4] A Dynamic Heterogeneous Graph Convolution Network For Traffic Flow Prediction
    Li, He
    Jin, Duo
    Li, XueJiao
    Qiao, Shaojie
    COMPUTER JOURNAL, 2024, 67 (01): : 31 - 44
  • [5] Traffic Flow Prediction Using Graph Convolution Neural Networks
    Agafonov, Anton
    2020 10TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST), 2020, : 91 - 95
  • [6] DyGGAN: Traffic flow prediction based on generative adversarial network and dynamic graph convolution
    Li, Xiaofeng
    Li, Songjiang
    Wang, Peng
    Zhang, Wenxin
    2023 5th International Conference on Machine Learning, Big Data and Business Intelligence, MLBDBI 2023, 2023, : 216 - 220
  • [7] Traffic Flow Prediction Model Based on Spatio-Temporal Dilated Graph Convolution
    Sun, Xiufang
    Li, Jianbo
    Lv, Zhiqiang
    Dong, Chuanhao
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2020, 14 (09): : 3598 - 3614
  • [8] Dynamic Spatiotemporal Graph Wavelet Network for Traffic Flow Prediction
    Xu, Weijian
    Liu, Jingjin
    Yan, Jingwen
    Yang, Juan
    Liu, Huifen
    Zhou, Teng
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (05): : 8019 - 8029
  • [9] Traffic Flow Prediction Based On Expressway Operating Vehicle Data
    Ai, Yunfei
    Bai, Zhiming
    Su, Hang
    Zhong, Nan
    Sun, Yunhua
    Zhao, Jiandong
    2018 11TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION (ICICTA 2018), 2018, : 322 - 326
  • [10] RL-GCN: Traffic flow prediction based on graph convolution and reinforcement for smart cities
    Xing, Hang
    Chen, An
    Zhang, Xuan
    DISPLAYS, 2023, 80
12345