Litcius/Paper detail

Towards consistency of rule-based explainer and black box model — Fusion of rule induction and XAI-based feature importance

Michał Kozielski, Marek Sikora, Łukasz Wawrowski

2025Knowledge-Based Systems10 citationsDOI

Topics & Concepts

Rule inductionConsistency (knowledge bases)Feature (linguistics)Computer scienceData miningRule-based systemBlack boxArtificial intelligenceLinguisticsPhilosophyExplainable Artificial Intelligence (XAI)Rough Sets and Fuzzy LogicBayesian Modeling and Causal Inference
Towards consistency of rule-based explainer and black box model — Fusion of rule induction and XAI-based feature importance | Litcius