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Chunjiao Dong

Beijing Jiaotong University

SCHOLARLY PAPERS

4

DOWNLOADS

309

TOTAL CITATIONS

6

Scholarly Papers (4)

Exploring spatiotemporal heterogeneity and nonlinear effects in electric vehicle crash risk prediction: A hybrid modeling approach

Number of pages: 31 Posted: 16 Sep 2025
Beijing Jiaotong University, Beijing Jiaotong University, Southwest Jiaotong University, Heriot-Watt University and Beijing Jiaotong University
Downloads 79 (840,816)

Abstract:

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Electric vehicle crash risk, MGTWR-XGBoost prediction method, Local spatiotemporal heterogeneity, Nonlinear effects, Charging station density

Exploring spatiotemporal heterogeneity and nonlinear effects in electric vehicle crash risk prediction: A hybrid modeling approach

Number of pages: 31 Posted: 17 Sep 2025
Beijing Jiaotong University, Beijing Jiaotong University, Southwest Jiaotong University, Heriot-Watt University and Beijing Jiaotong University
Downloads 49 (1,119,531)

Abstract:

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Electric vehicle crash risk, MGTWR-XGBoost prediction method, Local spatiotemporal heterogeneity, Nonlinear effects, Charging station density

2.

A Novel Formulation Method and Algorithm for the Transit Route Network Design Problem

Number of pages: 33 Posted: 17 Apr 2024
Yanbo He, Jihui Ma, Wenyi Zhang, Wentao Gao and Chunjiao Dong
affiliation not provided to SSRN, Beijing Jiaotong University, School of Traffic and Transportation, Beijing Jiaotong University, affiliation not provided to SSRN and Beijing Jiaotong University
Downloads 78 (823,616)

Abstract:

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transit route network design problem(TRNDP), adaptive large neighborhood search algorithm(ALNS), routing, public transport

3.

Urban Road Traffic Flow Prediction: A Graph Convolutional Network Embedded with Wavelet Decomposition and Attention Mechanism

Number of pages: 16 Posted: 13 Aug 2022
Southeast University, Beijing Jiaotong University, Beijing Jiaotong University, Southeast University, Southeast University and Southeast University
Downloads 77 (837,727)
Citation 6

Abstract:

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Traffic flow prediction, Graph convolutional network, Gated recurrent unit, Deep learning

4.

What associates with distraction and fatigue of tourist bus drivers? Evidences from the monitoring on millions of driving miles

Number of pages: 45 Posted: 03 Feb 2026
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, affiliation not provided to SSRN, Beijing Jiaotong University and Southwest Jiaotong University
Downloads 26 (1,372,601)

Abstract:

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Tourist bus, Distraction and fatigue, Alert-based data, Management factors, GPBoost, Driving safety