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    TNN
    2008
    97views more  TNN 2008»
    Training Hard-Margin Support Vector Machines Using Greedy Stagewise Algorithm
    14 years 9 months ago
    Training Hard-Margin Support Vector Machines Using Greedy Stagewise Algorithm
    Download  www.cs.washington.edu
    Hard-margin support vector machines (HM-SVMs) suffer from getting overfitting in the presence of noise. Soft-margin SVMs deal with this problem by introducing a regularization term...
    Liefeng Bo, Ling Wang, Licheng Jiao
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    MICCAI
    2006
    Springer
    131views Medical Imaging» more  MICCAI 2006»
    The Entire Regularization Path for the Support Vector Domain Description
    15 years 10 months ago
    The Entire Regularization Path for the Support Vector Domain Description
    Download  www2.imm.dtu.dk
    Abstract. The support vector domain description is a one-class classification method that estimates the shape and extent of the distribution of a data set. This separates the data ...
    Karl Sjöstrand, Rasmus Larsen
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    NECO
    1998
    83views more  NECO 1998»
    Properties of Support Vector Machines
    14 years 9 months ago
    Properties of Support Vector Machines
    Download  www.svms.org
    Support Vector Machines (SVMs) perform pattern recognition between two point classes by nding a decision surface determined by certain points of the training set, termed Support V...
    Massimiliano Pontil, Alessandro Verri
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    NIPS
    2004
    146views Information Technology» more  NIPS 2004»
    Parallel Support Vector Machines: The Cascade SVM
    14 years 11 months ago
    Parallel Support Vector Machines: The Cascade SVM
    Download  books.nips.cc
    We describe an algorithm for support vector machines (SVM) that can be parallelized efficiently and scales to very large problems with hundreds of thousands of training vectors. I...
    Hans Peter Graf, Eric Cosatto, Léon Bottou,...
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    IJCNN
    2000
    IEEE
    299views Neural Networks» more  IJCNN 2000»
    Geometric Neural Networks and Support Multi-Vector Machines
    15 years 2 months ago
    Geometric Neural Networks and Support Multi-Vector Machines
    Download  www.ee.oulu.fi
    Eduardo Bayro-Corrochano, Refugio Vallejo
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