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Dual purpose of Shapley Additive Explanation (SHAP) in model explanation and feature selection for artificial intelligence-based digital twin of wastewater treatment plant

V Nourani, Mahsa Dehghan, Aida Hosseini Baghanam, Sameh A. Kantoush

2025Journal of Water Process Engineering32 citationsDOI

Topics & Concepts

Feature selectionArtificial intelligenceSelection (genetic algorithm)Feature (linguistics)Dual (grammatical number)Computer scienceWastewaterMachine learningBiochemical engineeringEnvironmental scienceEngineeringEnvironmental engineeringArtLiteratureLinguisticsPhilosophyExplainable Artificial Intelligence (XAI)Machine Learning and Data ClassificationFault Detection and Control Systems
Dual purpose of Shapley Additive Explanation (SHAP) in model explanation and feature selection for artificial intelligence-based digital twin of wastewater treatment plant | Litcius