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    JMLR
    2006
    150views more  JMLR 2006»
    Building Support Vector Machines with Reduced Classifier Complexity
    15 years 15 days ago
    Building Support Vector Machines with Reduced Classifier Complexity
    Download  jmlr.csail.mit.edu
    Support vector machines (SVMs), though accurate, are not preferred in applications requiring great classification speed, due to the number of support vectors being large. To overc...
    S. Sathiya Keerthi, Olivier Chapelle, Dennis DeCos...
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    73
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    KDD
    2001
    ACM
    136views Data Mining» more  KDD 2001»
    Gaining insights into support vector machine pattern classifiers using projection-based tour methods
    16 years 28 days ago
    Gaining insights into support vector machine pattern classifiers using projection-based tour methods
    Download  www.cs.iastate.edu
    Doina Caragea, Dianne Cook, Vasant Honavar
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    63
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    IJCNN
    2006
    IEEE
    90views Neural Networks» more  IJCNN 2006»
    Support Vector Machine with Fuzzy Decision-Making for Real-world Data Classification
    15 years 6 months ago
    Support Vector Machine with Fuzzy Decision-Making for Real-world Data Classification
    Download  www.hflab.ips.waseda.ac.jp
    Boyang Li, Jinglu Hu, Kotaro Hirasawa, Pu Sun, Mar...
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    SAC
    2004
    ACM
    89views Applied Computing» more  SAC 2004»
    Multidimensional support vector machines for visualization of gene expression data
    15 years 6 months ago
    Multidimensional support vector machines for visualization of gene expression data
    Download  cbio.ensmp.fr
    Daisuke Komura, Hiroshi Nakamura, Shuichi Tsutsumi...
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    BIOINFORMATICS
    2006
    105views more  BIOINFORMATICS 2006»
    Support vector machine learning from heterogeneous data: an empirical analysis using protein sequence and structure
    15 years 18 days ago
    Support vector machine learning from heterogeneous data: an empirical analysis using protein sequence and structure
    Download  noble.gs.washington.edu
    Darrin P. Lewis, Tony Jebara, William Stafford Nob...
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