Exploring the factors affecting injury severity in highway and non-highway crashes in Bangladesh applying machine learning and SHAP

Exploring the factors affecting injury severity in highway and non-highway crashes in Bangladesh applying machine learning and SHAP

To create effective preventive measures and targeted interventions, it is crucial to comprehend the contributing factors to the crash and quantify how they affect the injury, especially in least-developed countries. However, highway and non-highway crashes are linked to having distinguished characte...

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Bibliographic Details
Main Authors: Nazmus Sakib, Tonmoy Paul, Subasish Das, Ahmed Hossain
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:IATSS Research
Subjects:
Traffic safety
Crash severity
Machine learning
SHAP
Random oversampling
Online Access:http://www.sciencedirect.com/science/article/pii/S0386111225000214
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