Using the Choquet integral in the fuzzy reasoning method of fuzzy rule-based classification systems

DOI10.3390/axioms2020208zbMath1442.68229OpenAlexW2025093212MaRDI QIDQ402313

José Antonio Sanz, Daniel Paternain, Edurne Barrenechea, Humberto Bustince, Javier Fernández

Publication date: 28 August 2014

Published in: Axioms (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3390/axioms2020208

zbMATH Keywords

Choquet integralgenetic algorithmfuzzy measurefuzzy rule-based classification systems

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Reasoning under uncertainty in the context of artificial intelligence (68T37) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20) Fuzzy measure theory (28E10)

Related Items (9)

Discrete IV \(d_G\)-Choquet integrals with respect to admissible orders ⋮ \(C_F\)-integrals: a new family of pre-aggregation functions with application to fuzzy rule-based classification systems ⋮ The distributive laws of fuzzy implications over overlap and grouping functions ⋮ Nonadditivity index and capacity identification method in the context of multicriteria decision making ⋮ On the migrativity of uninorms and nullnorms over overlap and grouping functions ⋮ \(d\)-Choquet integrals: Choquet integrals based on dissimilarities ⋮ On homogeneous, quasi-homogeneous and pseudo-homogeneous overlap and grouping functions ⋮ On generalized migrativity property for overlap functions ⋮ The Notion of Pre-aggregation Function

Uses Software

• JStatCom
• KEEL

Cites Work

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• Theory of capacities
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• Formulation of a multivalued recognition system
• A taxonomy for the crossover operator for real-coded genetic algorithms: An experimental study
• Fuzzy Algorithms: With Applications to Image Processing and Pattern Recognition
• Fuzzy sets

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