Xinyu Li

Hong Kong Polytechnic University

Hung Hom

Kowloon

Hong Kong

  • Hong Kong Polytechnic University

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Scholarly Papers (1)

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Improving Short-Term Bike Sharing Demand Forecast Through an Irregular Convolutional Neural Network

Downloads 53 (830,013)

Improving Short-Term Bike Sharing Demand Forecast Through an Irregular Convolutional Neural Network

Number of pages: 20 Posted: 11 Feb 2022
Xinyu Li, Yang Xu, Xiaohu Zhang, Shi Wen-Zhong, Yang Yue and Qingquan Li
Hong Kong Polytechnic University, Hong Kong Polytechnic University, The University of Hong Kong, Hong Kong Polytechnic University, Shenzhen University and Shenzhen University
Downloads 27 (1,110,908)

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bike sharing, deep learning, travel demand forecast, spatial-temporal analysis, irregular convolution

Improving Short-Term Bike Sharing Demand Forecast Through an Irregular Convolutional Neural Network

Number of pages: 20 Posted: 11 Feb 2022
Xinyu Li, Yang Xu, Xiaohu Zhang, Shi Wen-Zhong, Yang Yue and Qingquan Li
Hong Kong Polytechnic University, Hong Kong Polytechnic University, The University of Hong Kong, Hong Kong Polytechnic University, Shenzhen University and Shenzhen University
Downloads 26 (1,123,541)

Abstract:

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bike sharing, deep learning, travel demand forecast, spatial-temporal analysis, irregular convolution