Improving short-term bike sharing demand forecast through an irregular convolutional neural network

被引:0
|
作者
Li, Xinyu [1 ]
Xu, Yang [1 ,2 ]
Zhang, Xiaohu [3 ]
Shi, Wenzhong [1 ,4 ]
Yue, Yang [5 ]
Li, Qingquan [5 ]
机构
[1] Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hong Kong
[2] The Hong Kong Polytechnic University, Shenzhen Research Institute, Hong Kong
[3] Department of Urban Planning and Design, The University of Hong Kong, Hong Kong
[4] Smart Cities Research Institute, The Hong Kong Polytechnic University, Hong Kong
[5] Department of Urban Informatics, School of Architecture and Urban Planning, Shenzhen University, China
来源
arXiv | 2022年
关键词
432.2 Passenger Highway Transportation - 716.1 Information Theory and Signal Processing - 723.4.2 Machine Learning;
D O I
暂无
中图分类号
学科分类号
摘要
63
引用
收藏
相关论文
共 50 条
  • [1] Improving Short-Term Bike Sharing Demand Forecast Through an Irregular Convolutional Neural Network
    Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hong Kong
    不详
    不详
    不详
    不详
  • [2] Improving short-term bike sharing demand forecast through an irregular convolutional neural network
    Li, Xinyu
    Xu, Yang
    Zhang, Xiaohu
    Shi, Wenzhong
    Yue, Yang
    Li, Qingquan
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2023, 147
  • [3] A Dual Attention-Based Recurrent Neural Network for Short-Term Bike Sharing Usage Demand Prediction
    Lee, Shih-Hsiung
    Ku, Hsuan-Chih
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 24 (04) : 4621 - 4630
  • [4] A Deep Neural Network Model for Short-Term Load Forecast Based on Long Short-Term Memory Network and Convolutional Neural Network
    Tian, Chujie
    Ma, Jian
    Zhang, Chunhong
    Zhan, Panpan
    ENERGIES, 2018, 11 (12)
  • [5] Neural Network based Short-Term Electricity Demand Forecast for Australian States
    Singh, Navneet Kumar
    Singh, Asheesh Kumar
    Paliwal, Navin
    PROCEEDINGS OF THE FIRST IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, INTELLIGENT CONTROL AND ENERGY SYSTEMS (ICPEICES 2016), 2016,
  • [6] Short-Term Forecast of Bicycle Usage in Bike Sharing Systems: A Spatial-Temporal Memory Network
    Li, Xinyu
    Xu, Yang
    Chen, Qi
    Wang, Lei
    Zhang, Xiaohu
    Shi, Wenzhong
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (08) : 10923 - 10934
  • [7] Short-term demand forecasting for bike sharing system based on machine learning
    Yang, Hongtai
    Zhang, Xundi
    Zhong, Lizhi
    Li, Shiyuan
    Zhang, Xiaojia
    Hu, Jun
    2019 5TH INTERNATIONAL CONFERENCE ON TRANSPORTATION INFORMATION AND SAFETY (ICTIS 2019), 2019, : 1295 - 1300
  • [8] A NEURAL NETWORK SHORT-TERM FORECAST OF SIGNIFICANT THUNDERSTORMS
    MCCANN, DW
    WEATHER AND FORECASTING, 1992, 7 (03) : 525 - 534
  • [9] An improved convolutional neural network-based approach for short-term wind speed forecast
    Song, Fangbing
    Zhang, Hao
    Ma, Lele
    Liu, Xiangjie
    PROCEEDINGS OF THE 39TH CHINESE CONTROL CONFERENCE, 2020, : 7599 - 7604
  • [10] Long-term & short-term bike sharing demand predictions using contextual data
    Tabandeh, Mirfamam
    Antoniou, Constantinos
    Cantelmo, Guido
    2023 8TH INTERNATIONAL CONFERENCE ON MODELS AND TECHNOLOGIES FOR INTELLIGENT TRANSPORTATION SYSTEMS, MT-ITS, 2023,