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    CSB
    2003
    IEEE
    98views Bioinformatics» more  CSB 2003»
    Minimum Redundancy Feature Selection from Microarray Gene Expression Data
    14 years 22 days ago
    Minimum Redundancy Feature Selection from Microarray Gene Expression Data
    Download  ranger.uta.edu
    Chris H. Q. Ding, Hanchuan Peng
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    BMCBI
    2006
    126views more  BMCBI 2006»
    Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass ge
    13 years 7 months ago
    Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass ge
    Download  www.biomedcentral.com
    Background: Due to the large number of genes in a typical microarray dataset, feature selection looks set to play an important role in reducing noise and computational cost in gen...
    Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
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    KDD
    2004
    ACM
    302views Data Mining» more  KDD 2004»
    Redundancy based feature selection for microarray data
    14 years 7 months ago
    Redundancy based feature selection for microarray data
    Download  www.public.asu.edu
    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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    ISMDA
    2005
    Springer
    129views Medical Imaging» more  ISMDA 2005»
    Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data
    14 years 28 days ago
    Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data
    Download  personal.gscit.monash.edu.au
    The large number of genes in microarray data makes feature selection techniques more crucial than ever. From various ranking-based filter procedures to classifier-based wrapper tec...
    Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
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    BMCBI
    2005
    190views more  BMCBI 2005»
    An Entropy-based gene selection method for cancer classification using microarray data
    13 years 7 months ago
    An Entropy-based gene selection method for cancer classification using microarray data
    Download  www.biomedcentral.com
    Background: Accurate diagnosis of cancer subtypes remains a challenging problem. Building classifiers based on gene expression data is a promising approach; yet the selection of n...
    Xiaoxing Liu, Arun Krishnan, Adrian Mondry
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