Fuzzy-rough attribute reduction via mutual information with an application to cancer classification

DOI10.1016/j.camwa.2008.10.027zbMath1186.68398OpenAlexW2090854439MaRDI QIDQ971586

Lai Wei, Feifei Xu, Duoqian Miao

Publication date: 16 May 2010

Published in: Computers \& Mathematics with Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.camwa.2008.10.027

zbMATH Keywords

mutual informationfuzzy rough setsattribute reductioncancer classification

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Medical applications (general) (92C50) Fuzzy analysis in statistics (62A86)

Related Items (11)

Approximate Reduction for the Interval-Valued Decision Table ⋮ AFNFS: adaptive fuzzy neighborhood-based feature selection with adaptive synthetic over-sampling for imbalanced data ⋮ Dynamic interaction feature selection based on fuzzy rough set ⋮ Attribute reduction based on fusion information entropy ⋮ Rough set methods in feature selection via submodular function ⋮ Feature selection using neighborhood entropy-based uncertainty measures for gene expression data classification ⋮ A Further Investigation to Relative Reducts of Decision Information Systems ⋮ An entropy-based uncertainty measurement approach in neighborhood systems ⋮ Redefinition of Mutual Information in the Fuzzy Sets Framework for Computational Genomics ⋮ Attribute reduction based on generalized fuzzy evidence theory in fuzzy decision systems ⋮ A dominance intuitionistic fuzzy-rough set approach and its applications

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