Spatio-Temporal Graph-TCN Neural Network for Traffic Flow Prediction

被引：0
|
作者：
Ren, Hongjin [1 ]
Kang, Jinbiao [1 ]
Zhang, Ke [1 ]
机构：
[1] University of Electronic Science and Technology of China, School of Computer Science and Engineering, China
来源：
2022 19th International Computer Conference on Wavelet Active Media Technology and Information Processing, ICCWAMTIP 2022 | 2022年
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Forecasting
引用
收藏
相关论文
共 50 条
  • [41] Traffic Prediction Based on Multi-graph Spatio-Temporal Convolutional Network
    Yao, Xiaomin
    Zhang, Zhenguo
    Cui, Rongyi
    Zhao, Yahui
    [J]. WEB INFORMATION SYSTEMS AND APPLICATIONS (WISA 2021), 2021, 12999 : 144 - 155
  • [42] Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network
    Roy, Amit
    Roy, Kashob Kumar
    Ali, Amin Ahsan
    Amin, M. Ashraful
    Rahman, A. K. M. Mahbubur
    [J]. 2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2021,
  • [43] Robust Traffic Prediction Using Probabilistic Spatio-Temporal Graph Convolutional Network
    Karim, Atkia Akila
    Nower, Naushin
    [J]. ENGINEERING APPLICATIONS OF NEURAL NETWORKS, EANN 2024, 2024, 2141 : 259 - 273
  • [44] Traffic Flow Prediction Model Based on Spatio-Temporal Dilated Graph Convolution
    Sun, Xiufang
    Li, Jianbo
    Lv, Zhiqiang
    Dong, Chuanhao
    [J]. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2020, 14 (09): : 3598 - 3614
  • [45] Dynamic Spatio-Temporal Graph-Based CNNs for Traffic Flow Prediction
    Chen, Ken
    Chen, Fei
    Lai, Baisheng
    Jin, Zhongming
    Liu, Yong
    Li, Kai
    Wei, Long
    Wang, Pengfei
    Tang, Yandong
    Huang, Jianqiang
    Hua, Xian-Sheng
    [J]. IEEE ACCESS, 2020, 8 : 185136 - 185145
  • [46] A Freeway Traffic Flow Prediction Model Based on a Generalized Dynamic Spatio-Temporal Graph Convolutional Network
    Gan, Rui
    An, Bocheng
    Li, Linheng
    Qu, Xu
    Ran, Bin
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, : 13682 - 13693
  • [47] A Frequency-Aware Spatio-Temporal Network for Traffic Flow Prediction
    Peng, Shunfeng
    Shen, Yanyan
    Zhu, Yanmin
    Chen, Yuting
    [J]. DATABASE SYSTEMS FOR ADVANCED APPLICATIONS (DASFAA 2019), PT II, 2019, 11447 : 697 - 712
  • [48] STCGAT: A Spatio-temporal Causal Graph Attention Network for traffic flow prediction in Intelligent Transportation Systems
    Zhao, Wei
    Zhang, Shiqi
    Zhou, Bing
    Wang, Bei
    [J]. arXiv, 2022,
  • [49] A spatio-temporal sequence-to-sequence network for traffic flow prediction
    Cao, Shuqin
    Wu, Libing
    Wu, Jia
    Wu, Dan
    Li, Qingan
    [J]. INFORMATION SCIENCES, 2022, 610 : 185 - 203
  • [50] Dynamic traffic correlations based spatio-temporal graph convolutional network for urban traffic prediction
    Xu, Yuanbo
    Cai, Xiao
    Wang, En
    Liu, Wenbin
    Yang, Yongjian
    Yang, Funing
    [J]. INFORMATION SCIENCES, 2023, 621 : 580 - 595
12345