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    PR
    2008
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    SVD based initialization: A head start for nonnegative matrix factorization
    13 years 4 months ago
    SVD based initialization: A head start for nonnegative matrix factorization
    Download  www.cs.rpi.edu
    We describe Nonnegative Double Singular Value Decomposition (NNDSVD), a new method designed to enhance the initialization stage of nonnegative matrix factorization (NMF). NNDSVD c...
    Christos Boutsidis, Efstratios Gallopoulos
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    BMCBI
    2010
    155views more  BMCBI 2010»
    A flexible R package for nonnegative matrix factorization
    13 years 4 months ago
    A flexible R package for nonnegative matrix factorization
    Download  www.biomedcentral.com
    Background: Nonnegative Matrix Factorization (NMF) is an unsupervised learning technique that has been applied successfully in several fields, including signal processing, face re...
    Renaud Gaujoux, Cathal Seoighe
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