Short-term traffic flow prediction based on multi-dimensional LSTM model

被引：0
|
作者：
Chen, Zhiya [1 ]
Wang, Xiaojun [1 ]
机构：
[1] Chen, Zhiya
[2] Wang, Xiaojun
来源：
| 1600年 / Central South University Press卷 / 17期
关键词：
Street traffic control - Long short-term memory;
D O I：
10.19713/j.cnki.43-1423/u.T20200023
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：2946 / 2952
相关论文
共 50 条
  • [1] Short-Term Traffic Flow Prediction With Wavelet and Multi-Dimensional Taylor Network Model
    Zhu, Shanliang
    Zhao, Yu
    Zhang, Yanjie
    Li, Qingling
    Wang, Wenwu
    Yang, Shuguo
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 22 (05) : 3203 - 3208
  • [2] Survey of short-term traffic flow prediction based on LSTM
    Ma, Changxi
    Liu, Tao
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2025, 36 (02):
  • [3] Short-Term Traffic Flow Prediction Based on LSTM-XGBoost Combination Model
    Zhang, Xijun
    Zhang, Qirui
    CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2020, 125 (01): : 95 - 109
  • [4] A Short-Term Vessel Traffic Flow Prediction Based on a DBO-LSTM Model
    Dong, Ze
    Zhou, Yipeng
    Bao, Xiongguan
    SUSTAINABILITY, 2024, 16 (13)
  • [5] Short-term Traffic Flow Prediction Based on the SGA-KGCN-LSTM Model
    Wang, Qingrong
    Chen, Xiaohong
    Zhu, Changfeng
    Chai, Wei
    ENGINEERING LETTERS, 2023, 31 (03) : 1221 - 1235
  • [6] Application of LSTM in Short-term Traffic Flow Prediction
    Kang, Chuanli
    Zhang, Zhenyu
    2020 IEEE 5TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION ENGINEERING (IEEE ICITE 2020), 2020, : 98 - 101
  • [7] A Short-term Traffic Speed Prediction Model Based on LSTM Networks
    Hsueh, Yu-Ling
    Yang, Yu-Ren
    INTERNATIONAL JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS RESEARCH, 2021, 19 (03) : 510 - 524
  • [8] A Short-term Traffic Speed Prediction Model Based on LSTM Networks
    Yu-Ling Hsueh
    Yu-Ren Yang
    International Journal of Intelligent Transportation Systems Research, 2021, 19 : 510 - 524
  • [9] Research on short-term traffic flow prediction based on the PCC-IGA-LSTM model
    Zhang, Junxi
    Qu, Shiru
    Bi, Yang
    Ma, Lijing
    AUTOMATIKA, 2025, 66 (02) : 237 - 248
  • [10] Short Term Traffic Flow Prediction Based on LSTM
    Li, Jinhong
    Gao, Lei
    Song, Wei
    Wei, Lu
    Shi, Yaxing
    2018 NINTH INTERNATIONAL CONFERENCE ON INTELLIGENT CONTROL AND INFORMATION PROCESSING (ICICIP), 2018, : 251 - 255
12345