The Association Between Aggressive Driving Behaviors and Elderly Pedestrian Traffic Accidents: The Application of Explainable Artificial Intelligence (XAI)

This study investigates the association between aggressive driving behavior and elderly pedestrian traffic accidents using the Explainable Artificial Intelligence (XAI) method. This study focuses on Seoul, South Korea, where an aging population and urban challenges create a pressing need for pedestr...

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Bibliografiske detaljer

Principais autores:	Minjun Kim, Dongbeom Kim, Jisup Shim
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2025-02-01
Serier:	Applied Sciences
Fag:	aggressive driving behavior elderly pedestrian traffic accident explainable AI extreme gradient boosting (XGBoost) Sharpley additive explanations (SHAP)
Online adgang:	https://www.mdpi.com/2076-3417/15/4/1741
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