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    BIOINFORMATICS
    2008
    121views more  BIOINFORMATICS 2008»
    Hybrid huberized support vector machines for microarray classification and gene selection
    14 years 9 months ago
    Hybrid huberized support vector machines for microarray classification and gene selection
    Download  www.stat.umn.edu
    Li Wang, Ji Zhu, Hui Zou
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    ESWA
    2006
    58views more  ESWA 2006»
    A GA-based feature selection and parameters optimizationfor support vector machines
    14 years 9 months ago
    A GA-based feature selection and parameters optimizationfor support vector machines
    Download  nlg.csie.ntu.edu.tw
    Cheng-Lung Huang, Chieh-Jen Wang
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    JMLR
    2008
    80views more  JMLR 2008»
    An Information Criterion for Variable Selection in Support Vector Machines
    14 years 9 months ago
    An Information Criterion for Variable Selection in Support Vector Machines
    Download  www.econ.kuleuven.be
    Gerda Claeskens, Christophe Croux, Johan Van Kerck...
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    ISBI
    2008
    IEEE
    212views Medical Imaging» more  ISBI 2008»
    Support vector driven Markov random fields towards DTI segmentation of the human skeletal muscle
    15 years 4 months ago
    Support vector driven Markov random fields towards DTI segmentation of the human skeletal muscle
    Download  hal-supelec.archives-ouvertes.fr
    In this paper we propose a classification-based method towards the segmentation of diffusion tensor images. We use Support Vector Machines to classify diffusion tensors and we ex...
    Radhouène Neji, Gilles Fleury, Jean Francoi...
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    ICML
    2005
    IEEE
    160views Machine Learning» more  ICML 2005»
    Building Sparse Large Margin Classifiers
    15 years 10 months ago
    Building Sparse Large Margin Classifiers
    Download  www.kyb.mpg.de
    This paper presents an approach to build Sparse Large Margin Classifiers (SLMC) by adding one more constraint to the standard Support Vector Machine (SVM) training problem. The ad...
    Bernhard Schölkopf, Gökhan H. Bakir, Min...
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