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Yang Xu

Hong Kong Polytechnic University

Hung Hom

Kowloon, Kowloon

Hong Kong

  • Hong Kong Polytechnic University

SCHOLARLY PAPERS

3

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333

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0

Scholarly Papers (3)

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1.

Exploring influential factors of fleet and parking management in shared autonomous vehicle systems: An agent-based simulation framework

Number of pages: 30 Posted: 19 Dec 2024 Last Revised: 05 Nov 2025
Yuqian Lin, Kenan Zhang, Daniel Kondor, Zhan Zhao, Carlo Ratti and Yang Xu
The Hong Kong Polytechnic University, École Polytechnique Fédérale de Lausanne (EPFL), Complexity Science Hub Vienna, The University of Hong Kong, Massachusetts Institute of Technology (MIT) and Hong Kong Polytechnic University
Downloads 169 (451,954)

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Shared autonomous vehicles, fleet management, parking management, agent-based simulation, shared mobility

2.

Unfolding Community Homophily in U.S. Metropolitans Via Fine-Grained Mobile Phone Location Data

Number of pages: 49 Posted: 19 Jan 2022
Xiao Huang, Yuhui Zhao, Siqin Wang, Xiao Li, Di Yang, Yu Feng, Yang Xu, Liao Zhu and Biyu Chen
University of Arkansas, Fayetteville, Wuhan University, University of Southern California, affiliation not provided to SSRN, University of Wyoming, affiliation not provided to SSRN, Hong Kong Polytechnic University, Cornell University - Department of Statistics and Data Science and Wuhan University
Downloads 101 (689,572)

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homophily, community entropy, segregation, Mobile phone data

3.

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

Downloads 63 (933,592)

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 32 (1,326,242)

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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 31 (1,341,098)

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