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A causality-based explainable AI method for bus delay propagation analysis

Qi Zhang Zhenliang Ma Zhiyong Cui

交通研究通讯(英文)2025,Vol.5Issue(2):153-168,16.
交通研究通讯(英文)2025,Vol.5Issue(2):153-168,16.DOI:10.1016/j.commtr.2025.100178

A causality-based explainable AI method for bus delay propagation analysis

A causality-based explainable AI method for bus delay propagation analysis

Qi Zhang 1Zhenliang Ma 2Zhiyong Cui2

作者信息

  • 1. School of Transportation and Logistics Engineering,Wuhan University of Technology,Wuhan,430063,China
  • 2. Department of Civil and Architectural Engineering,KTH Royal Institute of Technology,Stockholm,10044,Sweden
  • 折叠

摘要

关键词

Bus delays/Causal discovery/Explainable artificial intelligence(AI)/Causal contribution/General transit feed specification(GTFS)data

Key words

Bus delays/Causal discovery/Explainable artificial intelligence(AI)/Causal contribution/General transit feed specification(GTFS)data

引用本文复制引用

Qi Zhang,Zhenliang Ma,Zhiyong Cui..A causality-based explainable AI method for bus delay propagation analysis[J].交通研究通讯(英文),2025,5(2):153-168,16.

基金项目

This work was supported by the China Scholarship Council(Grant No.202006950007)and KTH Digital Futures(cAIMBER). (Grant No.202006950007)

交通研究通讯(英文)

2772-4247

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