Nonlinear multiclass discriminant analysis

Junshui, Ma; Sancho Gómez, José Luis; Stanley, C. Ahalt

dc.contributor.author	Junshui, Ma
dc.contributor.author	Sancho Gómez, José Luis
dc.contributor.author	Stanley, C. Ahalt
dc.date.accessioned	2009-02-18T11:17:51Z
dc.date.available	2009-02-18T11:17:51Z
dc.date.issued	2003-07
dc.identifier.citation	JUNSHUI, Ma, SANCHO GÓMEZ, José L., STANLEY, C. Ahalt. Nonlinear multiclass discriminant analysis. IEEE Signal Processing Letters, 10 (7): 196-200, Julio 2003. ISSN 1070-9908	es
dc.identifier.issn	1070-9908
dc.description.abstract	An alternative nonlinear multiclass discriminant algorithm is presented.This algorithm is based on the use of kernel functions and is designed to optimize a general linear discriminant analysis criterion based on scatter matrices.By reformulating these matrices in a specific form,a straightforward derivation a lows the kernel function to be introduced in a simple and direct way.Moreover,we propose a method to determine the value of the regularization parameter,based on this derivation.	es
dc.description.sponsorship	This work was supported in part by the HPCMO PET program and by the Spanish Ministry of Science and Technology	es
dc.format	application/pdf
dc.language.iso	eng	es
dc.publisher	IEEE Signal Processing Society	es
dc.rights	Copyright © 2003 IEEE	es
dc.title	Nonlinear multiclass discriminant analysis	es
dc.type	info:eu-repo/semantics/article	es
dc.subject.other	Teoría de la Señal y las Comunicaciones	es
dc.subject	Análisis discriminante	es
dc.subject	Extracción de características	es
dc.subject	Método del núcleo	es
dc.identifier.uri	http://hdl.handle.net/10317/704

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