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Computing Molecular Signatures as Optima of a Bi-Objective Function: Method and Application to Prediction in Oncogenomics

BACKGROUND: Filter feature selection methods compute molecular signatures by selecting subsets of genes in the ranking of a valuation function. The motivations of the valuation functions choice are almost always clearly stated, but those for selecting the genes according to their ranking are hardly...

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Detalles Bibliográficos
Autores principales: Gardeux, Vincent, Chelouah, Rachid, Wanderley, Maria F Barbosa, Siarry, Patrick, Braga, Antônio P, Reyal, Fabien, Rouzier, Roman, Pusztai, Lajos, Natowicz, René
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Libertas Academica 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4426938/
https://www.ncbi.nlm.nih.gov/pubmed/25983540
http://dx.doi.org/10.4137/CIN.S21111