Injury risk assessment based on pre-crash variables: The role of closing velocity and impact eccentricity

•The Crash Momentum Index (CMI) is employed to represent impact eccentricity.•ReliefF algorithm provides a ranking of the most in influential variables on injury risk.•CMI affects injury risk, regardless of the used statistical or machine learning model.•Impact-related variables are more in influent...

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Veröffentlicht in:	Accident analysis and prevention 2021-02, Vol.150, p.105864-105864, Article 105864
Hauptverfasser:	Gulino, Michelangelo-Santo, Gangi, Leonardo Di, Sortino, Alessio, Vangi, Dario
Format:	Artikel
Sprache:	eng
Schlagworte:	A priori analysis Crash Momentum Index (CMI) Feature ranking Machine learning Predictive models Velocity change ([formula omitted])
Online-Zugang:	Volltext
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