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    BMCBI
    2006
    195views more  BMCBI 2006»
    Hubs of knowledge: using the functional link structure in Biozon to mine for biologically significant entities
    13 years 10 months ago
    Hubs of knowledge: using the functional link structure in Biozon to mine for biologically significant entities
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    Background: Existing biological databases support a variety of queries such as keyword or definition search. However, they do not provide any measure of relevance for the instance...
    Paul Shafer, Timothy Isganitis, Golan Yona
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    BMCBI
    2006
    158views more  BMCBI 2006»
    Parallelization of multicategory support vector machines (PMC-SVM) for classifying microarray data
    13 years 10 months ago
    Parallelization of multicategory support vector machines (PMC-SVM) for classifying microarray data
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    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
    2006
    142views more  BMCBI 2006»
    Improving the Performance of SVM-RFE to Select Genes in Microarray Data
    13 years 10 months ago
    Improving the Performance of SVM-RFE to Select Genes in Microarray Data
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    Background: Recursive Feature Elimination is a common and well-studied method for reducing the number of attributes used for further analysis or development of prediction models. ...
    Yuanyuan Ding, Dawn Wilkins
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    BMCBI
    2006
    95views more  BMCBI 2006»
    Discrete profile comparison using information bottleneck
    13 years 10 months ago
    Discrete profile comparison using information bottleneck
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    Sequence homologs are an important source of information about proteins. Amino acid profiles, representing the position-specific mutation probabilities found in profiles, are a ri...
    Sean O'Rourke, Gal Chechik, Robin Friedman, Eleaza...
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    BMCBI
    2006
    114views more  BMCBI 2006»
    A methodology for global validation of microarray experiments
    13 years 10 months ago
    A methodology for global validation of microarray experiments
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    Background: DNA microarrays are popular tools for measuring gene expression of biological samples. This ever increasing popularity is ensuring that a large number of microarray st...
    Mathieu Miron, Owen Z. Woody, Alexandre Marcil, Ca...
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