Works matching IS 15324435 AND DT 2002 AND VI 2 AND IP 2

Results: 11

Classes of Kernels for Machine Learning: A Statistics Perspective.

Published in:

Journal of Machine Learning Research, 2002, v. 2, n. 2, p. 299, doi. 10.1162/15324430260185646

By:

Genton, Marc G.

Publication type:

Article

Exact Simplification of Support Vector Solutions.

Published in:

Journal of Machine Learning Research, 2002, v. 2, n. 2, p. 293, doi. 10.1162/15324430260185637

By:

Downs, Tom;
Gates, Kevin E;
Masters, Annette

Publication type:

Article

On the Algorithmic Implementation of Multiclass Kernel--based Vector Machines.

Published in:

Journal of Machine Learning Research, 2002, v. 2, n. 2, p. 265

By:

Crammer, Koby;
Singer, Yoram

Publication type:

Article

Support Vector Clustering.

Published in:

Journal of Machine Learning Research, 2002, v. 2, n. 2, p. 125, doi. 10.1162/15324430260185565

By:

Ben-Hur, Asa;
Horn, David;
Siegelmann, Hava T.;
Vapnik, Vladimir

Publication type:

Article

A New Approximate Maximal Margin Classification Algorithm.

Published in:

Journal of Machine Learning Research, 2002, v. 2, n. 2, p. 213, doi. 10.1162/15324430260185600

By:

Gentile, Claudio

Publication type:

Article

Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space.

Published in:

Journal of Machine Learning Research, 2002, v. 2, n. 2, p. 97, doi. 10.1162/15324430260185556

By:

Rosipal, Roman;
Trejo, Leonard J.

Publication type:

Article

Introduction to the Special Issue on Kernel Methods.

Published in:

Journal of Machine Learning Research, 2002, v. 2, n. 2, p. 95, doi. 10.1162/15324430260185547

By:

Cristianini, Nello;
Shawe-Taylor, John;
Williamson, Robert C.

Publication type:

Article

A Generalized Kernel Approach to Dissimilarity-based Classification.

Published in:

Journal of Machine Learning Research, 2002, v. 2, n. 2, p. 175, doi. 10.1162/15324430260185592

By:

Pekalska, Elżbieta;
Paclík, Pavel;
Duin, Robert P.W.

Publication type:

Article

Efficient SVM Training Using Low--Rank Kernel Representations.

Published in:

Journal of Machine Learning Research, 2002, v. 2, n. 2, p. 243

By:

Fine, Shai;
Scheinberg, Katya

Publication type:

Article

One--Class SVMs for Document Classification.

Published in:

Journal of Machine Learning Research, 2002, v. 2, n. 2, p. 139

By:

Manevitz, Larry M.;
Yousef, Malik

Publication type:

Article

Uniform Object Generation for Optimizing One--class Classifiers.

Published in:

Journal of Machine Learning Research, 2002, v. 2, n. 2, p. 155

By:

Tax, David M.J.;
Duin, Robert P.W.

Publication type:

Article