Traffic Flow Prediction Model Based on Attention Spatiotemporal Graph Convolutional Network

被引：0
|
作者：
Sun, HongXian [1 ,2 ]
机构：
[1] Yunnan Science Research Institute of Communication & Transportation Co., LTD., Kunming,650011, China
[2] Yunnan Key Laboratory of Digital Communications, Kunming, China
来源：
2023 3rd International Symposium on Computer Technology and Information Science, ISCTIS 2023 | 2023年
关键词：
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Deep learning - Flow graphs - Forecasting - Time series - Traffic control
引用
收藏
页码：148 / 153
相关论文
共 50 条
  • [1] A Dynamic Temporal Self-attention Graph Convolutional Network for Traffic Prediction
    Jiang, Ruiyuan
    Wang, Shangbo
    Zhang, Yuli
    arXiv, 2023,
  • [2] Gdformer:A Graph Diffusing Attention Based Approach for Traffic Flow Prediction
    Su, Jie
    Ren, Jie
    Yang, Jiandang
    Liu, Yong
    SSRN, 2022,
  • [3] Dynamic Graph Convolutional Network for Long Short-Term Traffic Flow Prediction
    Wang, Yan
    Ren, Qianqian
    SSRN, 2022,
  • [4] Traffic Demand Prediction Based on Multi-dimensional Graph Convolutional Network
    Zeng, Peiying
    Jiang, Liying
    Lai, Yongxuan
    Yang, Fan
    Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023, 2023, : 996 - 1004
  • [5] Cellular Network Traffic Prediction with Hybrid Graph Convolutional Recurrent Network
    Zhang, Miaoru
    Zhou, Hao
    Yu, Ke
    Wu, Xiaofei
    Wireless Personal Communications, 138 (03): : 1867 - 1892
  • [6] Network traffic prediction based on feature fusion spatio-temporal graph convolutional network
    Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing
    100876, China
    不详
    100876, China
    Proc SPIE Int Soc Opt Eng,
  • [7] Dynamic Spatial-Temporal Heterogeneous Graph Convolutional Network for Traffic Prediction
    Jin, Hengqing
    Pu, Lipeng
    Lecture Notes in Electrical Engineering, 2024, 1253 LNEE : 60 - 68
  • [8] Traffic Speed Prediction Based on Spatial-Temporal Dynamic and Static Graph Convolutional Recurrent Network
    Wenxi, Y.A.N.G.
    Ziling, W.A.N.G.
    Tao, C.U.I.
    Yudong, L.U.
    Zhijian, Q.U.
    International Journal of Advanced Computer Science and Applications, 2024, 15 (12): : 518 - 529
  • [9] STCGAT: A Spatio-temporal Causal Graph Attention Network for traffic flow prediction in Intelligent Transportation Systems
    Zhao, Wei
    Zhang, Shiqi
    Zhou, Bing
    Wang, Bei
    arXiv, 2022,
  • [10] Spatio-Temporal Modeling For Air Quality Prediction Based On Spectral Graph Convolutional Network And Attention Mechanism
    Song, Yiyi
    Mao, Hongyan
    Li, Hongwei
    Proceedings of the International Joint Conference on Neural Networks, 2022, 2022-July
12345