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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
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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
    100views more  BMCBI 2006»
    Using the nucleotide substitution rate matrix to detect horizontal gene transfer
    13 years 7 months ago
    Using the nucleotide substitution rate matrix to detect horizontal gene transfer
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    Background: Horizontal gene transfer (HGT) has allowed bacteria to evolve many new capabilities. Because transferred genes perform many medically important functions, such as conf...
    Micah Hamady, M. D. Betterton, Rob Knight
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    CCR
    2006
    76views more  CCR 2006»
    Secure distributed data-mining and its application to large-scale network measurements
    13 years 7 months ago
    Secure distributed data-mining and its application to large-scale network measurements
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    The rapid growth of the Internet over the last decade has been startling. However, efforts to track its growth have often fallen afoul of bad data -- for instance, how much traffi...
    Matthew Roughan, Yin Zhang
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    BMCBI
    2007
    173views more  BMCBI 2007»
    Recursive Cluster Elimination (RCE) for classification and feature selection from gene expression data
    13 years 7 months ago
    Recursive Cluster Elimination (RCE) for classification and feature selection from gene expression data
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    Background: Classification studies using gene expression datasets are usually based on small numbers of samples and tens of thousands of genes. The selection of those genes that a...
    Malik Yousef, Segun Jung, Louise C. Showe, Michael...
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    BMCBI
    2007
    116views more  BMCBI 2007»
    Clustering protein environments for function prediction: finding PROSITE motifs in 3D
    13 years 7 months ago
    Clustering protein environments for function prediction: finding PROSITE motifs in 3D
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    Background: Structural genomics initiatives are producing increasing numbers of threedimensional (3D) structures for which there is little functional information. Structure-based ...
    Sungroh Yoon, Jessica C. Ebert, Eui-Young Chung, G...
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