Short-term traffic flow prediction method based on improved dynamic recurrent neural network

被引:0
|
作者
Yang, Qing-Fang [1 ,2 ]
Zhang, Biao [2 ]
Gao, Peng [2 ]
机构
[1] State Key Laboratory of Automotive Simulation and Control, Jilin University, Changchun 130022, China
[2] College of Transportation, Jilin University, Changchun 130022s, China
关键词
D O I
暂无
中图分类号
学科分类号
摘要
10
引用
收藏
页码:887 / 891
相关论文
共 50 条
  • [1] A combined method for short-term traffic flow prediction based on recurrent neural network
    Lu, Saiqun
    Zhang, Qiyan
    Chen, Guangsen
    Seng, Dewen
    ALEXANDRIA ENGINEERING JOURNAL, 2021, 60 (01) : 87 - 94
  • [2] A Short-Term Traffic Flow Prediction Model Based on an Improved Gate Recurrent Unit Neural Network
    Shu, Wanneng
    Cai, Ken
    Xiong, Neal Naixue
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (09) : 16654 - 16665
  • [3] Short-term traffic flow prediction based on improved wavelet neural network
    Chen, Qiuxia
    Song, Ying
    Zhao, Jianfeng
    NEURAL COMPUTING & APPLICATIONS, 2021, 33 (14): : 8181 - 8190
  • [4] Short-term traffic flow prediction based on improved wavelet neural network
    Qiuxia Chen
    Ying Song
    Jianfeng Zhao
    Neural Computing and Applications, 2021, 33 : 8181 - 8190
  • [5] Short-term Traffic Flow Prediction with LSTM Recurrent Neural Network
    Kang, Danqing
    Lv, Yisheng
    Chen, Yuan-yuan
    2017 IEEE 20TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2017,
  • [6] Short-term airport traffic flow prediction based on lstm recurrent neural network
    Gao W.
    Wang Z.
    Wang, Zhengyi (cauc_wzy@163.com), 1600, The Aeronautical and Astronautical Society of the Republic of China (49): : 299 - 307
  • [7] A Short-term Traffic Flow Prediction Method Based on Wavelet Analysis and Neural Network
    Chai Yanchong
    Huang Darong
    Zhao Ling
    PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 7030 - 7034
  • [8] Prediction Models of Short-term Traffic Flow Based on Neural Network
    Dong, Chaojun
    Cui, Ang
    CONSTRUCTION AND URBAN PLANNING, PTS 1-4, 2013, 671-674 : 2908 - 2911
  • [9] Short-term traffic flow prediction for freeway based on BP and improved BP neural network
    Chi, Qi
    Zhong-sheng, Hou
    Yi, Wang
    PROCEEDINGS OF FIRST INTERNATIONAL CONFERENCE OF MODELLING AND SIMULATION, VOL IV: MODELLING AND SIMULATION IN BUSINESS, MANAGEMENT, ECONOMIC AND FINANCE, 2008, : 85 - 90
  • [10] Short-Term Traffic Prediction Based on Genetic Algorithm Improved Neural Network
    Qian, Yong-sheng
    Zeng, Jun-wei
    Zhang, Shan-fu
    Xu, De-jie
    Wei, Xu-ting
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2020, 27 (04): : 1270 - 1276