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    » Gene Classification using Expression Profiles: A Feasibility...
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    BMCBI
    2006
    200views more  BMCBI 2006»
    Comparison and evaluation of methods for generating differentially expressed gene lists from microarray data
    13 years 7 months ago
    Comparison and evaluation of methods for generating differentially expressed gene lists from microarray data
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    Background: Numerous feature selection methods have been applied to the identification of differentially expressed genes in microarray data. These include simple fold change, clas...
    Ian B. Jeffery, Desmond G. Higgins, Aedín C...
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    ISMB
    2008
    209views Computational Biology» more  ISMB 2008»
    Classification of arrayCGH data using fused SVM
    13 years 10 months ago
    Classification of arrayCGH data using fused SVM
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    Motivation: Array-based comparative genomic hybridization (arrayCGH) has recently become a popular tool to identify DNA copy number variations along the genome. These profiles are...
    Franck Rapaport, Emmanuel Barillot, Jean-Philippe ...
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    BMCBI
    2008
    102views more  BMCBI 2008»
    Response projected clustering for direct association with physiological and clinical response data
    13 years 8 months ago
    Response projected clustering for direct association with physiological and clinical response data
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    Background: Microarray gene expression data are often analyzed together with corresponding physiological response and clinical metadata of biological subjects, e.g. patients'...
    Sung-Gon Yi, Taesung Park, Jae K. Lee
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    KES
    2006
    Springer
    136views Information Technology» more  KES 2006»
    Combined Gene Selection Methods for Microarray Data Analysis
    13 years 7 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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    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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