Applying an interpretable machine learning framework to the traffic safety order analysis of expressway exits based on aggregate driving behavior data

Author:

Qi Hang,Yao Ying,Zhao Xiaohua,Guo Jingfeng,Zhang Yunlong,Bi Chaofan

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Statistical and Nonlinear Physics,Statistics and Probability

Reference47 articles.

1. Identifying crash propensity using specific traffic speed conditions;Abdel-Aty;J. Saf. Res.,2005

2. Assessment of the interaction between crash occurrence, mountainous freeway geometry, real-time weather and AVI traffic data;Ahmed;J. Transp. Res. Board,2012

3. Analysis of real-time crash risk for expressway ramps using traffic, geometric, trip generation, and socio-demographic predictors;Wang;Accid. Anal. Prev.,2019

4. Surrogate safety assessment model and validation: Final report;Gettman,2008

5. The Development of a Method for Traffic Safety Evaluation: The Swedish Traffic Conflict Technique;Hydén,1987

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