A flexible R package for nonnegative matrix factorization

20101,600 citationsJournal Articlegold Open Access

Authors

Renaud Gaujoux · University of Cape Town

Cathal Seoighe · Ollscoil na Gaillimhe – University of Galway

Abstract

The NMF package helps realize the potential of Nonnegative Matrix Factorization, especially in bioinformatics, providing easy access to methods that have already yielded new insights in many applications. Documentation, source code and sample data are available from CRAN.

Topics & Keywords

Gene expression and cancer classification Genomics and Chromatin Dynamics Face and Expression Recognition

Publication Details

Published in: BMC Bioinformatics

Volume 11, Issue 1, pp. 367-367

DOI: 10.1186/1471-2105-11-367

Field-Weighted Citation Impact: 4.47

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A flexible R package for nonnegative matrix factorization

Authors

Abstract

Topics & Keywords

Publication Details