Short-term traffic flow forecasting model for regional road network based on spatial-temporal dependency

被引:0
|
作者
Chang, Gang [1 ]
Zhang, Yi [1 ]
Yao, Danya [1 ]
机构
[1] Department of Automation, Tsinghua University, Beijing 100084, China
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:215 / 221
相关论文
共 50 条
  • [1] A Short-term Traffic Flow Forecasting Model Based on Spatial-temporal Attention Neural Network
    Dong, Honghui
    Zhu, Pengcheng
    Gao, Jiayang
    Jia, Limin
    Qin, Yong
    2022 IEEE 25TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2022, : 416 - 421
  • [2] A distributed spatial-temporal weighted model on MapReduce for short-term traffic flow forecasting
    Xia, Dawen
    Wang, Binfeng
    Li, Huaqing
    Li, Yantao
    Zhang, Zili
    NEUROCOMPUTING, 2016, 179 : 246 - 263
  • [3] Short-Term Traffic Forecasting: An LSTM Network for Spatial-Temporal Speed Prediction
    Abduljabbar, Rusul L.
    Dia, Hussein
    Tsai, Pei-Wei
    Liyanage, Sohani
    FUTURE TRANSPORTATION, 2021, 1 (01): : 21 - 37
  • [4] Dynamic Spatial-Temporal Graph Attention Graph Convolutional Network for Short-Term Traffic Flow Forecasting
    Tang, Cong
    Sun, Jingru
    Sun, Yichuang
    2020 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2020,
  • [5] Short-term traffic flow forecasting using a distributed spatial-temporal k nearest neighbors model
    Agafonov, Anton
    Yumaganov, Alexander
    2018 21ST IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (CSE 2018), 2018, : 91 - 98
  • [6] Short-term Passenger Flow Forecasting of the Airport Based on Deep Learning Spatial-temporal Network
    Xu, Wenjia
    Miao, Lixin
    Xing, Jinjiang
    2022 THE 9TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND APPLICATIONS-EUROPE, ICIEA 2022-EUROP, 2022, : 77 - 83
  • [7] Long Short-Term Fusion Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting
    Zeng, Hui
    Jiang, Chaojie
    Lan, Yuanchun
    Huang, Xiaohui
    Wang, Junyang
    Yuan, Xinhua
    ELECTRONICS, 2023, 12 (01)
  • [8] Short-term regional wind power forecasting based on spatial-temporal correlation and dynamic clustering model
    Pei, Ming
    Ye, Lin
    Li, Yilin
    Luo, Yadi
    Song, Xuri
    Yu, Yijun
    Zhao, Yongning
    ENERGY REPORTS, 2022, 8 : 10786 - 10802
  • [9] A Spatial-Temporal Hybrid Model for Short-Term Traffic Prediction
    Lin, Fei
    Xu, Yudi
    Yang, Yang
    Ma, Hong
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2019, 2019 : 1V
  • [10] Short-Term Traffic Flow Prediction Based on Spatial-Temporal Graph Convolutional Network with ARMA Filter
    Xiao, Peicheng
    Cao, Yang
    Shen, Qinqin
    Shi, Quan
    Computer Engineering and Applications, 2024, 60 (21) : 308 - 314