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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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Detalhes bibliográficos
Main Authors: Mukhopadhyay, Anirban, Bandyopadhyay, Sanghamitra, Maulik, Ujjwal
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2980474/
https://ncbi.nlm.nih.gov/pubmed/21103052
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0013803
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