Fuzzy rough based regularization in generalized multiple kernel learning

DOI10.1016/j.camwa.2013.08.008zbMath1381.62219OpenAlexW2044716006MaRDI QIDQ316269

Yamuna Prasad, K. K. Biswas

Publication date: 27 September 2016

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

Full work available at URL: https://doi.org/10.1016/j.camwa.2013.08.008

zbMATH Keywords

fuzzy rough setgeneralized multiple kernel learning (GMKL)quadratic programming feature selection (QPFS)support vector machine (SVM)

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Multivariate analysis and fuzziness (62H86)

Uses Software

• DistAl
• UCI-ml
• LIBSVM
• SimpleMKL

Cites Work

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• An axiomatic characterization of a fuzzy generalization of rough sets.
• A comparative study of fuzzy rough sets
• A feature selection Newton method for support vector machine classification
• Axiomatics for fuzzy rough sets
• Gene selection for cancer classification using support vector machines

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