Injury Risk Assessment and Interpretation for Roadway Crashes Based on Pre-Crash Indicators and Machine Learning Methods

Pre-crash injury risk (IR) assessment is essential for guiding efforts toward active vehicle safety. This work aims to conduct crash severity assessment using pre-crash information and establish the intrinsic mechanism of IR with proper interpretation methods. The impulse–momentum theory is used to...

全面介绍

书目详细资料

发表在:	Applied Sciences
Main Authors:	Chenwei Gu, Jinliang Xu, Shuqi Li, Chao Gao, Yongji Ma
格式:	文件
语言:	英语
出版:	MDPI AG 2023-06-01
主题:	injury risk assessment a priori crash analysis crash severity machine learning model interpretation
在线阅读:	https://www.mdpi.com/2076-3417/13/12/6983