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    TREC
    2001
    134views Information Technology» more  TREC 2001»
    Applying Support Vector Machines to the TREC-2001 Batch Filtering and Routing Tasks
    15 years 2 months ago
    Applying Support Vector Machines to the TREC-2001 Batch Filtering and Routing Tasks
    Download  trec.nist.gov
    David D. Lewis
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    IJCAI
    2003
    152views Artificial Intelligence» more  IJCAI 2003»
    SVMC: Single-Class Classification With Support Vector Machines
    15 years 2 months ago
    SVMC: Single-Class Classification With Support Vector Machines
    Download  dli.iiit.ac.in
    Single-Class Classification (SCC) seeks to distinguish one class of data from the universal set of multiple classes. We present a new SCC algorithm that efficiently computes an ac...
    Hwanjo Yu
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    107
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    NIPS
    2003
    197views Information Technology» more  NIPS 2003»
    1-norm Support Vector Machines
    15 years 2 months ago
    1-norm Support Vector Machines
    Download  www.stat.lsa.umich.edu
    The standard 2-norm SVM is known for its good performance in twoclass classi£cation. In this paper, we consider the 1-norm SVM. We argue that the 1-norm SVM may have some advanta...
    Ji Zhu, Saharon Rosset, Trevor Hastie, Robert Tibs...
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    99
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    PARCO
    2003
    120views Distributed And Parallel Com...» more  PARCO 2003»
    Parallel Decomposition Approaches for Training Support Vector Machines
    15 years 2 months ago
    Parallel Decomposition Approaches for Training Support Vector Machines
    Download  eprints.pascal-network.org
    Thomas Serafini, Gaetano Zanghirati, Luca Zanni
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    88
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    ESANN
    2000
    88views Neural Networks» more  ESANN 2000»
    Support Vector Committee Machines
    15 years 2 months ago
    Support Vector Committee Machines
    Download  www.dice.ucl.ac.be
    Abstract. This paper proposes a mathematical programming framew ork for combining SVMs with possibly di erent kernels. Compared to single SVMs, the advantage of this approach is tw...
    Dominique Martinez, Gilles Millerioux
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