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    BMCBI
    2006
    119views more  BMCBI 2006»
    LS-NMF: A modified non-negative matrix factorization algorithm utilizing uncertainty estimates
    13 years 7 months ago
    LS-NMF: A modified non-negative matrix factorization algorithm utilizing uncertainty estimates
    Download  www.biomedcentral.com
    Background: Non-negative matrix factorisation (NMF), a machine learning algorithm, has been applied to the analysis of microarray data. A key feature of NMF is the ability to iden...
    Guoli Wang, Andrew V. Kossenkov, Michael F. Ochs
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    ICDM
    2008
    IEEE
    115views Data Mining» more  ICDM 2008»
    Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons
    14 years 2 months ago
    Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons
    Download  fodava.gatech.edu
    Nonnegative Matrix Factorization (NMF) is a dimension reduction method that has been widely used for various tasks including text mining, pattern analysis, clustering, and cancer ...
    Jingu Kim, Haesun Park
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    CSDA
    2007
    69views more  CSDA 2007»
    Algorithms and applications for approximate nonnegative matrix factorization
    13 years 7 months ago
    Algorithms and applications for approximate nonnegative matrix factorization
    Download  www.wfu.edu
    Michael W. Berry, Murray Browne, Amy Nicole Langvi...
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    IJCV
    2007
    83views more  IJCV 2007»
    On the Wiberg Algorithm for Matrix Factorization in the Presence of Missing Components
    13 years 7 months ago
    On the Wiberg Algorithm for Matrix Factorization in the Presence of Missing Components
    Download  www.fractal.is.tohoku.ac.jp
    Takayuki Okatani, Koichiro Deguchi
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    CORR
    2011
    Springer
    198views Education» more  CORR 2011»
    Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization
    12 years 11 months ago
    Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization
    Download  www.core.ucl.ac.be
    Nicolas Gillis, François Glineur
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