bioNMF is a web-based tool designed to provide a set of analysis methods using the Non-negative Matrix Factorization (NMF) model, widely used in the last few years by the biomedical community due to its intuitive nature, since it has the ability to extract highly-interpretable additive parts from datasets, reducing therefore its dimensionality.
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Pascual-Montano A, Carmona-Saez P, Chagoyen M, Tirado F, Carazo JM, Pascual-Marqui RD .
bioNMF: A versatile tool for non-negative matrix factorization in biology
BMC Bioinformatics. 2006, 7:366
E. Mejía-Roa, P. Carmona-Saez, R. Nogales, C. Vicente, M. Vázquez, X. Y. Yang, C. García, F. Tirado and A. Pascual-Montano.
bioNMF: a web-based tool for nonnegative matrix factorization in biology.
Nucl. Acids Res. 2008, 36 (suppl 2, Web Server issue), W523-W528.