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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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Hlavní autoři: Mukhopadhyay, Anirban, Bandyopadhyay, Sanghamitra, Maulik, Ujjwal
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2010
Témata:
On-line přístup: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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