Minimum error entropy classification.

DOI10.1007/978-3-642-29029-9zbMath1280.68006OpenAlexW2398338688MaRDI QIDQ2429148

Jorge M. F. Santos, J. Marques de Sá, Luís A. Alexandre, Luís M. Silva

Publication date: 23 April 2012

Published in: Studies in Computational Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-642-29029-9

zbMATH Keywords

multilayer perceptronrecurrent neural networksclustering algorithmsrisk functionalsminimum error entropy (MEE)EE-inspired riskserror-entropy riskMEE with continuous errorsMEE with discrete errors

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Research exposition (monographs, survey articles) pertaining to computer science (68-02) Measures of information, entropy (94A17) Multivariate analysis (62Hxx)

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Robust adaptive filtering based on M-estimation-based minimum error entropy criterion

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