Graph constrained discriminant analysis: a new method for the integration of a graph into a classification process.

Integrating gene regulatory networks (GRNs) into the classification process of DNA microarrays is an important issue in bioinformatics, both because this information has a true biological interest and because it helps in the interpretation of the final classifier. We present a method called graph-co...

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Bibliographic Details
Main Authors: Vincent Guillemot, Arthur Tenenhaus, Laurent Le Brusquet, Vincent Frouin
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2011-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/22022543/pdf/?tool=EBI