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Ximing Chang

Beijing Jiaotong University

No.3 of Shangyuan Residence Haidian District

Beijing, 100089

China

SCHOLARLY PAPERS

6

DOWNLOADS

301

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

A Smart Predict-then-Optimize Method for Dynamic Green Bike Relocation in the Free-Floating System

Number of pages: 46 Posted: 12 Feb 2023
Ximing Chang, Jianjun Wu, Huijun Sun and Xuedong Yan
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Southwest Jiaotong University
Downloads 111

Abstract:

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Free-floating bike-sharing, dynamic bike relocation, data-driven optimization, deep learning, carbon emission

2.

Real-Time Reposition Management of Bike-Sharing Systems: A Synchronous Predict-then-Optimize Approach

Number of pages: 55 Posted: 22 Jan 2025
Zifan Kang, Ximing Chang, Huijun Sun and Xin Guo
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 79

Abstract:

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bike-sharing system, reposition management, route optimization, multi-task learning, reinforcement learning

3.

A Cluster-Integrated-Predict Joint Training Framework for Predicting Passenger Flow on Holidays in Urban Rail Transit Systems

Number of pages: 38 Posted: 15 Oct 2024
Jiarui Yu, Ximing Chang, Haodong Yin and Jianjun Wu
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 63

Abstract:

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cluster-integrated-predict, dynamic graph-based clustering, subway travel, social media data, holiday passenger flow

4.

Exploring the Relationship between Built Environment and Bikesharing: Does Trip Length Matter?

Number of pages: 24 Posted: 25 Oct 2022
Beijing University of Technology, Nanjing Forestry University, Beijing Jiaotong University, Zhejiang University and Beijing University of Technology
Downloads 48

Abstract:

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Built environment, bike-sharing, spatiotemporal heterogeneity, trip lengths, SGWPR model

5.

Addressing COVID-Induced Changes in Spatiotemporal Travel Mobility and Community Structure Utilizing Trip Data: An Innovative Graph-Based Deep Learning Approach

Posted: 15 Jun 2023
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Independent, Independent and Independent

Abstract:

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Sharing mobility; Spatiotemporal analysis; Community detection; Network structure; Deep learning

6.

Combining Travel Behavior in Metro Passenger Flow Prediction: A Smart Explainable Stacking-Catboost Algorithm

Posted: 05 Jun 2023
Beijing Jiaotong University, Beijing Jiaotong University, Shenzhen Polytechnic, Independent and Beijing Jiaotong University

Abstract:

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passenger flow prediction; explainable machine learning; ensemble learning; smart card data; individual travel behavior