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 e...

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Bibliographic Details
Main Authors: Vincent Gardeux, Rachid Chelouah, Maria F. Barbosa Wanderley, Patrick Siarry, Antônio P. Braga, Fabien Reyal, Roman Rouzier, Lajos Pusztai, René Natowicz
Format: Article
Language:English
Published: SAGE Publishing 2015-01-01
Series:Cancer Informatics
Online Access:https://doi.org/10.4137/CIN.S21111