Fuzzy Rules with Quantifiers as Weights

doi:10.1016/j.ijar.2025.109600

Fuzzy Rules with Quantifiers as Weights

2025-11-28

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DOI：10.1016/j.ijar.2025.109600

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• We introduce a new, simple GUHA quantifier and provide an original construction of double and equivalence quantifiers. • We embed tailored GUHA quantifiers into a novel model of weighted fuzzy rules. • We model functional dependencies using interpretable implicational rules. • We design an ASSOC-based classification framework with implicational rule models. • Our approach enhances explainability while maintaining strong predictive granularity.

Fuzzy Rules with Quantifiers as Weights

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