A multiple-filter-GA-SVM method for dimension reduction and classification of DNA-microarray data.

The following article proposes a Multiple-Filter by using a genetic algorithm (GA) combined with a support vector machine (SVM) for gene selection and classification of DNA microarray data. The proposed method is designed to select a subset of relevant genes that classify the DNA-microarray data mor...

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Detalles Bibliográficos

Publicado en:	Revista Mexicana de Ingeniería Biomédica Vol. 32; no. 1; pp. 32 - 40
Autores principales:	Montiel, L. A. Hernández, Huerta, E. Bonilla, Caporal, R. Morales
Formato:	Artículo
Publicado:	Sociedad Mexicana de Ingenieria Biomedica, A.C. jul2011
Materias:	DNA microarrays Genetic algorithms Support vector machines Gene frequency Leukemia Colon (Anatomy)
Acceso en línea:	Ver este registro en EBSCOhost