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    » A stable gene selection in microarray data analysis
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    BMCBI
    2006
    201views more  BMCBI 2006»
    Gene selection algorithms for microarray data based on least squares support vector machine
    13 years 4 months ago
    Gene selection algorithms for microarray data based on least squares support vector machine
    Download  www.biomedcentral.com
    Background: In discriminant analysis of microarray data, usually a small number of samples are expressed by a large number of genes. It is not only difficult but also unnecessary ...
    E. Ke Tang, Ponnuthurai N. Suganthan, Xin Yao
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    JIPS
    2007
    134views more  JIPS 2007»
    An Efficient Functional Analysis Method for Micro-array Data Using Gene Ontology
    13 years 4 months ago
    An Efficient Functional Analysis Method for Micro-array Data Using Gene Ontology
    Download  jips-k.org
    : Microarray data includes tens of thousands of gene expressions simultaneously, so it can be effectively used in identifying the phenotypes of diseases. However, the retrieval of ...
    Dong-wan Hong, Jong-keun Lee, Sung-soo Park, Sang-...
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    KDD
    2004
    ACM
    302views Data Mining» more  KDD 2004»
    Redundancy based feature selection for microarray data
    14 years 5 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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    KES
    2006
    Springer
    136views Information Technology» more  KES 2006»
    Combined Gene Selection Methods for Microarray Data Analysis
    13 years 4 months ago
    Combined Gene Selection Methods for Microarray Data Analysis
    Download  eprints.usq.edu.au
    In recent years, the rapid development of DNA Microarray technology has made it possible for scientists to monitor the expression level of thousands of genes in a single experiment...
    Hong Hu, Jiuyong Li, Hua Wang, Grant Daggard
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    RECOMB
    2003
    Springer
    106views Computational Biology» more  RECOMB 2003»
    Gene selection criterion for discriminant microarray data analysis based on extreme value distributions
    14 years 5 months ago
    Gene selection criterion for discriminant microarray data analysis based on extreme value distributions
    Download  www.nslij-genetics.org
    Wentian Li, Ivo Grosse
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