FuzzyFeatureRank. Bringing order into fuzzy classifiers through fuzzy expressions

DOI10.1016/j.fss.2020.03.003zbMath1464.68391OpenAlexW3010840988MaRDI QIDQ2035312

Pablo Carmona, Juan Luis Castro

Publication date: 24 June 2021

Published in: Fuzzy Sets and Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.fss.2020.03.003

zbMATH Keywords

feature extractionfeature selectionranking methodsfuzzy classifiersfeature reductionTextRank

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Reasoning under uncertainty in the context of artificial intelligence (68T37) Multivariate analysis and fuzziness (62H86)

Uses Software

• UCI-ml
• ReliefF
• TextRank

Cites Work

• Comparison of heuristic criteria for fuzzy rule selection in classification problems
• A multilayered neuro-fuzzy classifier with self-organizing properties
• Fuzzy classifier design using genetic algorithms
• Theoretical and empirical analysis of ReliefF and RReliefF
• Including a simplicity criterion in the selection of the best rule in a genetic fuzzy learning algorithm

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