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    BMCBI
    2006
    158views more  BMCBI 2006»
    Parallelization of multicategory support vector machines (PMC-SVM) for classifying microarray data
    13 years 8 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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    IMSCCS
    2006
    IEEE
    111views Theoretical Computer Science» more  IMSCCS 2006»
    Parallel Multicategory Support Vector Machines (PMC-SVM) for Classifying Microcarray Data
    14 years 1 months ago
    Parallel Multicategory Support Vector Machines (PMC-SVM) for Classifying Microcarray Data
    Download  hpds.ee.kuas.edu.tw
    Multicategory Support Vector Machines (MC-SVM) are powerful classification systems with excellent performance in a variety of biological classification problems. However, the proc...
    Chaoyang Zhang, Peng Li, Arun Rajendran, Youping D...
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    SNPD
    2004
    156views Artificial Intelligence» more  SNPD 2004»
    Using extended phylogenetc profiles and support vector machines for protein family classification
    13 years 9 months ago
    Using extended phylogenetc profiles and support vector machines for protein family classification
    Download  www.eecis.udel.edu
    We proposed a new approach to compare profiles when the correlations among attributes can be represented as a tree. To account for these correlations, the profile is extended with...
    Kishore Narra, Li Liao
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    KDD
    2001
    ACM
    145views Data Mining» more  KDD 2001»
    Proximal support vector machine classifiers
    14 years 8 months ago
    Proximal support vector machine classifiers
    Download  www.cs.iastate.edu
    Given a dataset, each element of which labeled by one of k labels, we construct by a very fast algorithm, a k-category proximal support vector machine (PSVM) classifier. Proximal s...
    Glenn Fung, Olvi L. Mangasarian
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    SDM
    2004
    SIAM
    211views Data Mining» more  SDM 2004»
    Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects
    13 years 9 months ago
    Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects
    Download  www.dbs.informatik.uni-muenchen.de
    Databases are a key technology for molecular biology which is a very data intensive discipline. Since molecular biological databases are rather heterogeneous, unification and data...
    Hans-Peter Kriegel, Peer Kröger, Alexey Pryak...
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