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    NIPS
    1997
    211views Information Technology» more  NIPS 1997»
    EM Algorithms for PCA and SPCA
    13 years 9 months ago
    EM Algorithms for PCA and SPCA
    Download  www.cs.nyu.edu
    I present an expectation-maximization (EM) algorithm for principal component analysis (PCA). The algorithm allows a few eigenvectors and eigenvalues to be extracted from large col...
    Sam T. Roweis
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    GRC
    2010
    IEEE
    267views Applied Computing» more  GRC 2010»
    Learning Multiple Latent Variables with Self-Organizing Maps
    13 years 8 months ago
    Learning Multiple Latent Variables with Self-Organizing Maps
    Download  www.ece.rice.edu
    Inference of latent variables from complicated data is one important problem in data mining. The high dimensionality and high complexity of real world data often make accurate infe...
    Lili Zhang, Erzsébet Merényi
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    BMCBI
    2010
    155views more  BMCBI 2010»
    BISMA - Fast and accurate bisulfite sequencing data analysis of individual clones from unique and repetitive sequences
    13 years 7 months ago
    BISMA - Fast and accurate bisulfite sequencing data analysis of individual clones from unique and repetitive sequences
    Download  www.biomedcentral.com
    Background: Bisulfite sequencing is a popular method to analyze DNA methylation patterns at high resolution. A region of interest is targeted by PCR and about 20-50 subcloned DNA ...
    Christian Rohde, Yingying Zhang, Richard Reinhardt...
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    BMCBI
    2008
    95views more  BMCBI 2008»
    Methodology capture: discriminating between the "best" and the rest of community practice
    13 years 7 months ago
    Methodology capture: discriminating between the "best" and the rest of community practice
    Download  www.biomedcentral.com
    Background: The methodologies we use both enable and help define our research. However, as experimental complexity has increased the choice of appropriate methodologies has become...
    James M. Eales, John W. Pinney, Robert D. Stevens,...
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    BMCBI
    2007
    166views more  BMCBI 2007»
    PathFinder: mining signal transduction pathway segments from protein-protein interaction networks
    13 years 7 months ago
    PathFinder: mining signal transduction pathway segments from protein-protein interaction networks
    Download  www.biomedcentral.com
    Background: A Signal transduction pathway is the chain of processes by which a cell converts an extracellular signal into a response. In most unicellular organisms, the number of ...
    Gürkan Bebek, Jiong Yang
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