Gene Tree Labeling Using Nonnegative Matrix Factorization on Biomedical Literature

Identifying functional groups of genes is a challenging problem for biological applications. Text mining approaches can be used to build hierarchical clusters or trees from the information in the biological literature. In particular, the nonnegative matrix factorization (NMF) is examined as one appr...

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Bibliographic Details
Main Authors: Kevin E. Heinrich, Michael W. Berry, Ramin Homayouni
Format: Article
Language:English
Published: Hindawi Limited 2008-01-01
Series:Computational Intelligence and Neuroscience
Online Access:http://dx.doi.org/10.1155/2008/276535