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Volume 2

by admin last modified 2007-01-31 13:01

Volume 2 (Oct 2001 -- Mar 2002)

    Introduction to the Special Issue on Kernel Methods
    Nello Cristianini, John Shawe-Taylor, Robert C. Williamson; 2(Dec):95-96, 2001.
    [abs] [pdf] [ps.gz] [ps]

    Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space
    Roman Rosipal, Leonard J. Trejo; 2(Dec):97-123, 2001.
    [abs] [pdf] [ps.gz] [ps]

    Support Vector Clustering
    Asa Ben-Hur, David Horn, Hava T. Siegelmann, Vladimir Vapnik; 2(Dec):125-137, 2001.
    [abs] [pdf] [ps.gz] [ps]
    revised version: Jan 2002
    [abs] [pdf] [ps.gz] [ps]

    One-Class SVMs for Document Classification
    Larry M. Manevitz, Malik Yousef; 2(Dec):139-154, 2001.
    [abs] [pdf] [ps.gz] [ps]

    Uniform Object Generation for Optimizing One-class Classifiers
    David M.J. Tax, Robert P.W. Duin; 2(Dec):155-173, 2001.
    [abs] [pdf] [ps.gz] [ps]

    A Generalized Kernel Approach to Dissimilarity-based Classification
    Elzbieta Pekalska, Pavel Paclik, Robert P.W. Duin; 2(Dec):175-211, 2001.
    [abs] [pdf] [ps.gz] [ps]

    A New Approximate Maximal Margin Classification Algorithm
    Claudio Gentile; 2(Dec):213-242, 2001.
    [abs] [pdf] [ps.gz] [ps]

    Efficient SVM Training Using Low-Rank Kernel Representations
    Shai Fine, Katya Scheinberg; 2(Dec):243-264, 2001.
    [abs] [pdf] [ps.gz] [ps]

    On the Algorithmic Implementation of Multiclass Kernel-based Vector Machines
    Koby Crammer, Yoram Singer; 2(Dec):265-292, 2001.
    [abs] [pdf] [ps.gz] [ps]

    Exact Simplification of Support Vector Solutions
    Tom Downs, Kevin E. Gates, Annette Masters; 2(Dec):293-297, 2001.
    [abs] [pdf] [ps.gz] [ps]

    Classes of Kernels for Machine Learning: A Statistics Perspective
    Marc G. Genton; 2(Dec):299-312, 2001.
    [abs] [pdf] [ps.gz] [ps]

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