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Multi-Class Clustering of Cancer Subtypes through SVM Based Ensemble of Pareto-Optimal Solutions for Gene Marker Identification

With the advancement of microarray technology, it is now possible to study the expression profiles of thousands of genes across different experimental conditions or tissue samples simultaneously. Microarray cancer datasets, organized as samples versus genes fashion, are being used for classification...

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Detalles Bibliográficos
Autores principales: Mukhopadhyay, Anirban, Bandyopadhyay, Sanghamitra, Maulik, Ujjwal
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2980474/
https://www.ncbi.nlm.nih.gov/pubmed/21103052
http://dx.doi.org/10.1371/journal.pone.0013803