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    » Towards knowledge-based gene expression data mining
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    BMCBI
    2008
    142views more  BMCBI 2008»
    Microarray data mining: A novel optimization-based approach to uncover biologically coherent structures
    13 years 8 months ago
    Microarray data mining: A novel optimization-based approach to uncover biologically coherent structures
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    Background: DNA microarray technology allows for the measurement of genome-wide expression patterns. Within the resultant mass of data lies the problem of analyzing and presenting...
    Meng Piao Tan, Erin N. Smith, James R. Broach, Chr...
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    BMCBI
    2011
    242views Artificial Intelligence» more  BMCBI 2011»
    Statistical Test of Expression Pattern (STEPath): a new strategy to integrate gene expression data with genomic information in i
    13 years 3 months ago
    Statistical Test of Expression Pattern (STEPath): a new strategy to integrate gene expression data with genomic information in i
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    Background: In the last decades, microarray technology has spread, leading to a dramatic increase of publicly available datasets. The first statistical tools developed were focuse...
    Paolo G. V. Martini, Davide Risso, Gabriele Sales,...
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    GPB
    2010
    231views Solid Modeling» more  GPB 2010»
    Mining Gene Expression Profiles: An Integrated Implementation of Kernel Principal Component Analysis and Singular Value Decompos
    13 years 6 months ago
    Mining Gene Expression Profiles: An Integrated Implementation of Kernel Principal Component Analysis and Singular Value Decompos
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    The detection of genes that show similar profiles under different experimental conditions is often an initial step in inferring the biological significance of such genes. Visualiz...
    Ferran Reverter, Esteban Vegas, Pedro Sánch...
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    KDD
    2003
    ACM
    152views Data Mining» more  KDD 2003»
    Interactive exploration of coherent patterns in time-series gene expression data
    14 years 9 months ago
    Interactive exploration of coherent patterns in time-series gene expression data
    Download  www.cs.sfu.ca
    Discovering coherent gene expression patterns in time-series gene expression data is an important task in bioinformatics research and biomedical applications. In this paper, we pr...
    Daxin Jiang, Jian Pei, Aidong Zhang
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    ADMA
    2006
    Springer
    192views Data Mining» more  ADMA 2006»
    GEPCLASS: A Classification Rule Discovery Tool Using Gene Expression Programming
    14 years 10 days ago
    GEPCLASS: A Classification Rule Discovery Tool Using Gene Expression Programming
    Download  sci2s.ugr.es
    This work describes the use of a recently proposed technique
    Wagner Rodrigo Weinert, Heitor S. Lopes
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