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Impact of the choice of normalization method on molecular cancer class discovery using nonnegative matrix factorization
(Public Library of Science (PLoS), 2016-10-14)
Nonnegative Matrix Factorization (NMF) has proved to be an effective method for unsupervised clustering analysis of gene expression data. By the nonnegativity constraint, NMF provides a decomposition of the data matrix ...