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    KDD
    2004
    ACM
    302views Data Mining» more  KDD 2004»
    Redundancy based feature selection for microarray data
    14 years 6 months ago
    Redundancy based feature selection for microarray data
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    In gene expression microarray data analysis, selecting a small number of discriminative genes from thousands of genes is an important problem for accurate classification of diseas...
    Lei Yu, Huan Liu
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    BMCBI
    2004
    158views more  BMCBI 2004»
    A novel Mixture Model Method for identification of differentially expressed genes from DNA microarray data
    13 years 5 months ago
    A novel Mixture Model Method for identification of differentially expressed genes from DNA microarray data
    Download  www.biomedcentral.com
    Background: The main goal in analyzing microarray data is to determine the genes that are differentially expressed across two types of tissue samples or samples obtained under two...
    Kayvan Najarian, Maryam Zaheri, Ali Ajdari Rad, Si...
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    BMCBI
    2006
    140views more  BMCBI 2006»
    Feature selection using Haar wavelet power spectrum
    13 years 6 months ago
    Feature selection using Haar wavelet power spectrum
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    Background: Feature selection is an approach to overcome the 'curse of dimensionality' in complex researches like disease classification using microarrays. Statistical m...
    Prabakaran Subramani, Rajendra Sahu, Shekhar Verma
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    BMCBI
    2007
    154views more  BMCBI 2007»
    h-Profile plots for the discovery and exploration of patterns in gene expression data with an application to time course data
    13 years 6 months ago
    h-Profile plots for the discovery and exploration of patterns in gene expression data with an application to time course data
    Download  www.biomedcentral.com
    Background: An ever increasing number of techniques are being used to find genes with similar profiles from microarray studies. Visualization of gene expression profiles can aid t...
    Yvonne E. Pittelkow, Susan R. Wilson
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    RECOMB
    2009
    Springer
    162views Computational Biology» more  RECOMB 2009»
    A Robust Bayesian Two-Sample Test for Detecting Intervals of Differential Gene Expression in Microarray Time Series
    14 years 6 months ago
    A Robust Bayesian Two-Sample Test for Detecting Intervals of Differential Gene Expression in Microarray Time Series
    Download  www.inference.phy.cam.ac.uk
    Abstract. Understanding the regulatory mechanisms that are responsible for an organism's response to environmental changes is an important question in molecular biology. A fir...
    Oliver Stegle, Katherine J. Denby, David L. Wild, ...
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