What makes accidents severe! explainable analytics framework with parameter optimization

Abdulaziz Ahmed,Kazim Topuz,Murad Moqbel,Ismail Abdulrashid

European Journal of Operational Research（2023）

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摘要

•Holistic XAN model combines descriptive, predictive, prescriptive analytics.•Cutting-edge techniques for feature selection, optimization, and explanations.•Transparent justifications for factors enhance trust, and assist domain experts.•Interpretable representations assist in intelligent decision-making.

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关键词

Analytics,Injury severity,Explainable analytics in operational research,Simulated annealing,SHAP

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