A Rare Event Modelling Approach to Assess Injury Severity Risk of Vulnerable Road Users

A Rare Event Modelling Approach to Assess Injury Severity Risk of Vulnerable Road Users

Vulnerable road users (VRUs) represent a large portion of fatalities and injuries occurring on European Union roads. It is therefore important to address the safety of VRUs, particularly in urban areas, by identifying which factors may affect the injury severity level that can be used to develop cou...

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Bibliographic Details
Main Authors: Mariana Vilaça, Eloísa Macedo, Margarida C. Coelho
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Safety
Subjects:
road crashes
vulnerable road users
imbalanced data
injury severity
logistic regression
decision tree
machine learning
Online Access:https://www.mdpi.com/2313-576X/5/2/29

Internet

https://www.mdpi.com/2313-576X/5/2/29

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