Explainable artificial intelligence–driven SHAP-based feature selection for interpreting black-box fuzzy modeling: an autonomous decision-making framework
The research presents a comprehensive autonomous decision-making framework for assessing water quality, incorporating XAI, feature selection and fuzzy IF-THEN reasoning, and facilitates the development of autonomous decision-making framework for public health, water quality and environmental sustainability.