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Qiaofeng Guo

affiliation not provided to SSRN

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Machine Learning-Based Prediction of Train-Pedestrian Collision Severity at Non-Level Crossings by Integrating Xgboost and Shap

Number of pages: 29 Posted: 07 Aug 2025
Zizheng Guo, Zhenqi Chen, Guofa Li, Xuetao Yan, Bangwei Yuan, Qiaofeng Guo, Jun Zhang and Zhenhua Yu
Southwest Jiaotong University - School of Transportation and Logistics, Southwest Jiaotong University - School of Transportation and Logistics, Chongqing University - College of Mechanical Engineering, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Southwest Jiaotong University - School of Transportation and Logistics
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Railway Safety, Train-pedestrian Collision, Severity Prediction, SHAP