 On the Size of Convex Hulls of Small Sets
 Shahar Mendelson;
2(Oct):118, 2001.
[abs]
[pdf]
[ps.gz]
[ps]

 GraphBased Hierarchical Conceptual Clustering
 Istvan Jonyer, Diane J. Cook, Lawrence B. Holder;
2(Oct):1943, 2001.
[abs]
[pdf]
[ps.gz]
[ps]

 Support Vector Machine Active Learning with Applications to Text Classification
 Simon Tong, Daphne Koller;
2(Nov):4566, 2001.
[abs]
[pdf]
[ps.gz]
[ps]

 On the Influence of the Kernel on the Consistency of Support Vector Machines
(Kernel Machines Section)
 Ingo Steinwart;
2(Nov):6793, 2001.
[abs]
[pdf]
[ps.gz]
[ps]

 Introduction to the Special Issue on Kernel Methods
(Kernel Machines Section)
 Nello Cristianini, John ShaweTaylor, Robert C. Williamson;
2(Dec):9596, 2001.
[abs]
[pdf]
[ps.gz]
[ps]

 Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space
(Kernel Machines Section)
 Roman Rosipal, Leonard J. Trejo;
2(Dec):97123, 2001.
[abs]
[pdf]
[ps.gz]
[ps]

 Support Vector Clustering
(Kernel Machines Section)
 Asa BenHur, David Horn, Hava T. Siegelmann, Vladimir Vapnik;
2(Dec):125137, 2001.
[abs]
[pdf]
[ps.gz]
[ps]
revision: Jan 2002
[abs]
[pdf]
[ps.gz]
[ps]

 OneClass SVMs for Document Classification
(Kernel Machines Section)
 Larry M. Manevitz, Malik Yousef;
2(Dec):139154, 2001.
[abs]
[pdf]
[ps.gz]
[ps]

 Uniform Object Generation for Optimizing Oneclass Classifiers
(Kernel Machines Section)
 David M.J. Tax, Robert P.W. Duin;
2(Dec):155173, 2001.
[abs]
[pdf]
[ps.gz]
[ps]
errata: [pdf]
[ps.gz]
[ps]

 A Generalized Kernel Approach to Dissimilaritybased Classification
(Kernel Machines Section)
 Elzbieta Pekalska, Pavel Paclik, Robert P.W. Duin;
2(Dec):175211, 2001.
[abs]
[pdf]
[ps.gz]
[ps]
revision: Jan 2002
[abs]
[pdf]
[ps.gz]
[ps]

 A New Approximate Maximal Margin Classification Algorithm
(Kernel Machines Section)
 Claudio Gentile;
2(Dec):213242, 2001.
[abs]
[pdf]
[ps.gz]
[ps]

 Efficient SVM Training Using LowRank Kernel Representations
(Kernel Machines Section)
 Shai Fine, Katya Scheinberg;
2(Dec):243264, 2001.
[abs]
[pdf]
[ps.gz]
[ps]

 On the Algorithmic Implementation of Multiclass Kernelbased Vector Machines
(Kernel Machines Section)
 Koby Crammer, Yoram Singer;
2(Dec):265292, 2001.
[abs]
[pdf]
[ps.gz]
[ps]

 Exact Simplification of Support Vector Solutions
(Kernel Machines Section)
 Tom Downs, Kevin E. Gates, Annette Masters;
2(Dec):293297, 2001.
[abs]
[pdf]
[ps.gz]
[ps]

 Classes of Kernels for Machine Learning: A Statistics Perspective
(Kernel Machines Section)
 Marc G. Genton;
2(Dec):299312, 2001.
[abs]
[pdf]
[ps.gz]
[ps]

 Recommender Systems Using Linear Classifiers
 Tong Zhang, Vijay S. Iyengar;
2(Feb):313334, 2002.
[abs]
[pdf]
[ps.gz]
[ps]

 Machine Learning with Data Dependent Hypothesis Classes
 Adam Cannon, J. Mark Ettinger, Don Hush, Clint Scovel;
2(Feb):335358, 2002.
[abs]
[pdf]
[ps.gz]
[ps]

 On Using Extended Statistical Queries to Avoid Membership Queries
 Nader H. Bshouty, Vitaly Feldman;
2(Feb):359395, 2002.
[abs]
[pdf]
[ps.gz]
[ps]

 The LearningCurve Sampling Method Applied to ModelBased Clustering
 Christopher Meek, Bo Thiesson, David Heckerman;
2(Feb):397418, 2002.
[abs]
[pdf]
[ps.gz]
[ps]

 Text Classification using String Kernels
 Huma Lodhi, Craig Saunders, John ShaweTaylor, Nello Cristianini, Chris Watkins;
2(Feb):419444, 2002.
[abs]
[pdf]
[ps.gz]
[ps]

 Learning Equivalence Classes of BayesianNetwork Structures
 David Maxwell Chickering;
2(Feb):445498, 2002.
[abs]
[pdf]
[ps.gz]
[ps]
errata: [pdf]
[ps.gz]
[ps]

 Stability and Generalization
 Olivier Bousquet, André Elisseeff;
2(Mar):499526, 2002.
[abs]
[pdf]
[ps.gz]
[ps]

 Covering Number Bounds of Certain Regularized Linear Function Classes
 Tong Zhang;
2(Mar):527550, 2002.
[abs]
[pdf]
[ps.gz]
[ps]

 Introduction to Special Issue on Machine Learning Approaches to Shallow Parsing
 James Hammerton, Miles Osborne, Susan Armstrong, Walter Daelemans;
2(Mar):551558, 2002.
[abs]
[pdf]
[ps.gz]
[ps]

 MemoryBased Shallow Parsing
 Erik F. Tjong Kim Sang;
2(Mar):559594, 2002.
[abs]
[pdf]
[ps.gz]
[ps]

 Shallow Parsing using Specialized HMMs
 Antonio Molina, Ferran Pla;
2(Mar):595613, 2002.
[abs]
[pdf]
[ps.gz]
[ps]

 Text Chunking based on a Generalization of Winnow
 Tong Zhang, Fred Damerau, David Johnson;
2(Mar):615637, 2002.
[abs]
[pdf]
[ps.gz]
[ps]

 Shallow Parsing with PoS Taggers and Linguistic Features
 Beáta Megyesi;
2(Mar):639668, 2002.
[abs]
[pdf]
[ps.gz]
[ps]

 Learning Rules and Their Exceptions
 Hervé Déjean;
2(Mar):669693, 2002.
[abs]
[pdf]
[ps.gz]
[ps]

 Shallow Parsing using Noisy and NonStationary Training Material
 Miles Osborne;
2(Mar):695719, 2002.
[abs]
[pdf]
[ps.gz]
[ps]

 Round Robin Classification
 Johannes Fürnkranz;
2(Mar):721747, 2002.
[abs]
[pdf]
[ps.gz]
[ps]
[html]
