Volume 2,
October 2001
Volume 2,
November 2001
Volume 2,
December 2001
Kernel Machines Section
- Roman Rosipal, Leonard J. Trejo:
Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space.
97-123
Electronic Edition (link) BibTeX
- Asa Ben-Hur, David Horn, Hava T. Siegelmann, Vladimir Vapnik:
Support Vector Clustering.
125-137
Electronic Edition (link) BibTeX
- Larry M. Manevitz, Malik Yousef:
One-Class SVMs for Document Classification.
139-154
Electronic Edition (link) BibTeX
- David M. J. Tax, Robert P. W. Duin:
Uniform Object Generation for Optimizing One-class Classifiers.
155-173
Electronic Edition (link) BibTeX
- Elzbieta Pekalska, Pavel Paclík, Robert P. W. Duin:
A Generalized Kernel Approach to Dissimilarity-based Classification.
175-211
Electronic Edition (link) BibTeX
- Claudio Gentile:
A New Approximate Maximal Margin Classification Algorithm.
213-242
Electronic Edition (link) BibTeX
- Shai Fine, Katya Scheinberg:
Efficient SVM Training Using Low-Rank Kernel Representations.
243-264
Electronic Edition (link) BibTeX
- Koby Crammer, Yoram Singer:
On the Algorithmic Implementation of Multiclass Kernel-based Vector Machines.
265-292
Electronic Edition (link) BibTeX
- Tom Downs, Kevin E. Gates, Annette Masters:
Exact Simplification of Support Vector Solutions.
293-297
Electronic Edition (link) BibTeX
- Marc G. Genton:
Classes of Kernels for Machine Learning: A Statistics Perspective.
299-312
Electronic Edition (link) BibTeX
Volume 2,
Feburary 2002
- Tong Zhang, Vijay S. Iyengar:
Recommender Systems Using Linear Classifier.
313-334
Electronic Edition (link) BibTeX
- Adam Cannon, J. Mark Ettinger, Don R. Hush, Clint Scovel:
Machine Learning with Data Dependent Hypothesis Classes.
335-358
Electronic Edition (link) BibTeX
- Nader H. Bshouty, Vitaly Feldman:
On Using Extended Statistical Queries to Avoid Membership Queries.
359-395
Electronic Edition (link) BibTeX
- Christopher Meek, Bo Thiesson, David Heckerman:
The Learning-Curve Sampling Method Applied to Model-Based Clustering.
397-418
Electronic Edition (link) BibTeX
- Huma Lodhi, Craig Saunders, John Shawe-Taylor, Nello Cristianini, Christopher J. C. H. Watkins:
Text Classification using String Kernels.
419-444
Electronic Edition (link) BibTeX
- David Maxwell Chickering:
Learning Equivalence Classes of Bayesian-Network Structures.
445-498
Electronic Edition (link) BibTeX
- Olivier Bousquet, André Elisseeff:
Stability and Generalization.
499-526
Electronic Edition (link) BibTeX
Volume 2,
March 2002
Special Issue on Machine Learning Approaches to Shallow Parsing
Copyright © Sun May 17 00:10:12 2009
by Michael Ley (ley@uni-trier.de)
