Fuzzy regularized generalized eigenvalue classifier with a novel membership function

DOI10.1016/j.ins.2013.03.058zbMath1321.62071OpenAlexW2090554066MaRDI QIDQ497536

Rosanna Verde, Antonio Irpino, Mario Rosario Guarracino, Raimundas Jasinevicius

Publication date: 24 September 2015

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2013.03.058

zbMATH Keywords

membership functionsupervised classificationregularized generalized eigenvalue classifier

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Multivariate analysis and fuzziness (62H86)

Uses Software

• LIBSVM
• rda

Cites Work

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• Regularized linear discriminant analysis and its application in microarrays
• Kernel class-wise locality preserving projection
• Support vector machines: theory and applications.
• Fuzzy Twin Support Vector Machines for Pattern Classification
• k-Means Has Polynomial Smoothed Complexity
• Linear and Nonlinear Separation of Patterns by Linear Programming
• A classification method based on generalized eigenvalue problems
• Multicategory proximal support vector machine classifiers
• Support vector machines for classification in nonstandard situations

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