A practical application of kernel-based fuzzy discriminant analysis

DOI10.2478/amcs-2013-0066zbMath1284.62373OpenAlexW2081132369MaRDI QIDQ5409758

Liya Fan, Lizhong Xu, Li Li, Jian-Qiang Gao

Publication date: 14 April 2014

Published in: International Journal of Applied Mathematics and Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.2478/amcs-2013-0066

zbMATH Keywords

SVDt-testQR decompositionfuzzy membership matrixfuzzy k-nearest neighbors

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Image analysis in multivariate analysis (62H35) Special matrices (15B99) Multivariate analysis and fuzziness (62H86)

Related Items (2)

A connectionist computational method for face recognition ⋮ Flexible resampling for fuzzy data

Uses Software

• KPCA plus LDA
• ElemStatLearn
• ORL face

Cites Work

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• Flexible Discriminant Analysis by Optimal Scoring
• Fuzzy sets
• Enumeration of Seven-Argument Threshold Functions
• A direct LDA algorithm for high-dimensional data -- with application to face recognition

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