Prediction and analysis of likelihood of freeway crash occurrence considering risky driving behavior.

Ma, Yongfeng; Zhang, Junjie; Lu, Jian; Chen, Shuyan; Xing, Guanyang; Feng, Ranqun

Ma, Yongfeng; Zhang, Junjie; Lu, Jian; Chen, Shuyan; Xing, Guanyang; Feng, Ranqun.

Afiliação

Ma Y; Jiangsu Key Laboratory of Urban ITS, School of Transportation, Southeast University, Nanjing 211189, China; Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Southeast University, Nanjing 211189, China. Electronic address: mayf@seu.edu.cn.
Zhang J; Jiangsu Key Laboratory of Urban ITS, School of Transportation, Southeast University, Nanjing 211189, China; Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Southeast University, Nanjing 211189, China.
Lu J; Jiangsu Key Laboratory of Urban ITS, School of Transportation, Southeast University, Nanjing 211189, China; Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Southeast University, Nanjing 211189, China. Electronic address: Lujian_1972@seu.edu.cn.
Chen S; Jiangsu Key Laboratory of Urban ITS, School of Transportation, Southeast University, Nanjing 211189, China; Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Southeast University, Nanjing 211189, China.
Xing G; Jiangsu Key Laboratory of Urban ITS, School of Transportation, Southeast University, Nanjing 211189, China; Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Southeast University, Nanjing 211189, China.
Feng R; Jiangsu Key Laboratory of Urban ITS, School of Transportation, Southeast University, Nanjing 211189, China; Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Southeast University, Nanjing 211189, China.

Accid Anal Prev ; 192: 107244, 2023 Nov.

Article em En | MEDLINE | ID: mdl-37573710

Assuntos

Condução de Veículo; Humanos; Acidentes de Trânsito/prevenção & controle; Probabilidade; Gestão da Segurança; Algoritmos

Palavras-chave

Crash likelihood prediction; Freeway; Risky driving behavior; Shapley additive explanation (SHAP); XGBoost

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Condução de Veículo Tipo de estudo: Etiology_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Accid Anal Prev Ano de publicação: 2023 Tipo de documento: Article País de publicação: Reino Unido

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