FS-SCF network: Neural network interpretability based on counterfactual generation and feature selection for fault diagnosis
Joaquín Figueroa Barraza, Enrique López Droguett, Marcelo Ramos Martins
Topics & Concepts
InterpretabilityCounterfactual thinkingComputer scienceArtificial neural networkCounterfactual conditionalFeature selectionFeature (linguistics)Machine learningArtificial intelligenceContext (archaeology)Fault (geology)Ranking (information retrieval)Data miningPhilosophyGeologyBiologySeismologyEpistemologyPaleontologyLinguisticsExplainable Artificial Intelligence (XAI)Fault Detection and Control SystemsAdversarial Robustness in Machine Learning