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    GRC
    2008
    IEEE
    138views Applied Computing» more  GRC 2008»
    Fuzzy Entropy based Max-Relevancy and Min-Redundancy Feature Selection
    13 years 5 months ago
    Fuzzy Entropy based Max-Relevancy and Min-Redundancy Feature Selection
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    Feature selection is an important problem for pattern classification systems. Mutual information is a good indicator of relevance between variables, and has been used as a measure...
    Shuang An, Qinghua Hu, Daren Yu
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    BMCBI
    2010
    151views more  BMCBI 2010»
    Classification of G-protein coupled receptors based on support vector machine with maximum relevance minimum redundancy and gene
    13 years 4 months ago
    Classification of G-protein coupled receptors based on support vector machine with maximum relevance minimum redundancy and gene
    Download  www.biomedcentral.com
    Background: Because a priori knowledge about function of G protein-coupled receptors (GPCRs) can provide useful information to pharmaceutical research, the determination of their ...
    Zhanchao Li, Xuan Zhou, Zong Dai, Xiaoyong Zou
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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 4 months ago
    Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass ge
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    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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    BMCBI
    2008
    219views more  BMCBI 2008»
    Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles
    13 years 4 months ago
    Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles
    Download  www.biomedcentral.com
    Background: Pancreatic cancer is the fourth leading cause of cancer death in the United States. Consequently, identification of clinically relevant biomarkers for the early detect...
    Guangtao Ge, G. William Wong
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    BMCBI
    2010
    208views more  BMCBI 2010»
    A multi-filter enhanced genetic ensemble system for gene selection and sample classification of microarray data
    13 years 4 months ago
    A multi-filter enhanced genetic ensemble system for gene selection and sample classification of microarray data
    Download  www.biomedcentral.com
    Background: Feature selection techniques are critical to the analysis of high dimensional datasets. This is especially true in gene selection from microarray data which are common...
    Pengyi Yang, Bing Bing Zhou, Zili Zhang, Albert Y....
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