A linear discriminant analysis method based on mutual information maximization

DOI10.1016/j.patcog.2010.11.001zbMath1213.68559OpenAlexW2102798359MaRDI QIDQ621089

Yuanqing Li, Cuntai Guan, Haihong Zhang

Publication date: 2 February 2011

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2010.11.001

zbMATH Keywords

mutual informationdiscriminant analysisfeature extraction

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10)

Uses Software

• UCI-ml
• LIBSVM
• sm

Cites Work

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• KPCA for semantic object extraction in images
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• On the relation between discriminant analysis and mutual information for supervised linear feature extraction
• A feature extraction method for use with bimodal biometrics
• Nonparametric Discriminant Analysis
• Information-theoretic algorithm for feature selection
• 10.1162/153244303322753742
• Laplacian Regularized D-Optimal Design for Active Learning and Its Application to Image Retrieval
• Elements of Information Theory

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