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    SDM
    2010
    SIAM
    226views Data Mining» more  SDM 2010»
    Two-View Transductive Support Vector Machines
    13 years 10 months ago
    Two-View Transductive Support Vector Machines
    Download  www.cais.ntu.edu.sg
    Obtaining high-quality and up-to-date labeled data can be difficult in many real-world machine learning applications, especially for Internet classification tasks like review spam...
    Guangxia Li, Steven C. H. Hoi, Kuiyu Chang
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    NIPS
    2008
    129views Information Technology» more  NIPS 2008»
    Support Vector Machines with a Reject Option
    13 years 10 months ago
    Support Vector Machines with a Reject Option
    Download  eprints.pascal-network.org
    We consider the problem of binary classification where the classifier may abstain instead of classifying each observation. The Bayes decision rule for this setup, known as Chow�...
    Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshe...
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    ESANN
    2004
    109views Neural Networks» more  ESANN 2004»
    On-line support vector machines and optimization strategies
    13 years 10 months ago
    On-line support vector machines and optimization strategies
    Download  www.dice.ucl.ac.be
    Juan Manuel Górriz, Carlos García Pu...
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    ESANN
    2006
    133views Neural Networks» more  ESANN 2006»
    Bootstrap feature selection in support vector machines for ventricular fibrillation detection
    13 years 10 months ago
    Bootstrap feature selection in support vector machines for ventricular fibrillation detection
    Download  www.dice.ucl.ac.be
    Felipe Alonso Atienza, José Luis Rojo-&Aacu...
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    ESANN
    2006
    144views Neural Networks» more  ESANN 2006»
    Evolino for recurrent support vector machines
    13 years 10 months ago
    Evolino for recurrent support vector machines
    Download  www.dice.ucl.ac.be
    Abstract. We introduce a new class of recurrent, truly sequential SVM-like devices with internal adaptive states, trained by a novel method called EVOlution of systems with KErnel-...
    Jürgen Schmidhuber, Matteo Gagliolo, Daan Wie...
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