Author

Rossi Passarella

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Jul 2026

A robust ensemble learning approach for human-factor based accident severity prediction: Insights from a decade of Brazilian highway data

A robust intelligent framework to classify truck driver fatalities on Brazilian federal highways by specifically isolating human-factor variables is proposed, and SHAP (SHapley Additive exPlanations) is integrated to provide a knowledge-based interpretation of the model's decisions.

Rossi Passarella, Fauziah Rachel Audrey Chelsea, Novi Yusliani · Intelligent Data Analysis · 0 citations