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    EVOW
    2004
    Springer
    139views Artificial Intelligence» more  EVOW 2004»
    Evolutionary Search of Thresholds for Robust Feature Set Selection: Application to the Analysis of Microarray Data
    14 years 1 months ago
    Evolutionary Search of Thresholds for Robust Feature Set Selection: Application to the Analysis of Microarray Data
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    Abstract. We deal with two important problems in pattern recognition that arise in the analysis of large datasets. While most feature subset selection methods use statistical techn...
    Carlos Cotta, Christian Sloper, Pablo Moscato
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    BMCBI
    2005
    152views more  BMCBI 2005»
    CoPub Mapper: mining MEDLINE based on search term co-publication
    13 years 7 months ago
    CoPub Mapper: mining MEDLINE based on search term co-publication
    Download  www.biomedcentral.com
    Background: High throughput microarray analyses result in many differentially expressed genes that are potentially responsible for the biological process of interest. In order to ...
    Blaise T. F. Alako, Antoine Veldhoven, Sjozef van ...
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    BMCBI
    2006
    158views more  BMCBI 2006»
    Parallelization of multicategory support vector machines (PMC-SVM) for classifying microarray data
    13 years 7 months ago
    Parallelization of multicategory support vector machines (PMC-SVM) for classifying microarray data
    Download  www.biomedcentral.com
    Background: Multicategory Support Vector Machines (MC-SVM) are powerful classification systems with excellent performance in a variety of data classification problems. Since the p...
    Chaoyang Zhang, Peng Li, Arun Rajendran, Youping D...
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    BMCBI
    2010
    131views more  BMCBI 2010»
    Prediction of epigenetically regulated genes in breast cancer cell lines
    13 years 7 months ago
    Prediction of epigenetically regulated genes in breast cancer cell lines
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    Background: Methylation of CpG islands within the DNA promoter regions is one mechanism that leads to aberrant gene expression in cancer. In particular, the abnormal methylation o...
    Leandro A. Loss, Anguraj Sadanandam, Steffen Durin...
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    EVOW
    2007
    Springer
    107views Artificial Intelligence» more  EVOW 2007»
    A Genetic Embedded Approach for Gene Selection and Classification of Microarray Data
    14 years 1 months ago
    A Genetic Embedded Approach for Gene Selection and Classification of Microarray Data
    Download  www.info.univ-angers.fr
    Jose Crispin Hernandez Hernandez, Béatrice ...
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