Machine Learning
, Volume 42, 2001
Volume 42, Number 1/2, January 2001
Douglas H. Fisher
:
Introduction.
5-7
Marina Meila
,
David Heckerman
:
An Experimental Comparison of Model-Based Clustering Methods.
9-29
Mohammed Javeed Zaki
:
SPADE: An Efficient Algorithm for Mining Frequent Sequences.
31-60
Peter A. Flach
,
Nicolas Lachiche
:
Confirmation-Guided Discovery of First-Order Rules with Tertius.
61-95
Nathalie Japkowicz
:
Supervised Versus Unsupervised Binary-Learning by Feedforward Neural Networks.
97-122
Adam J. Grove
,
Dan Roth
:
Linear Concepts and Hidden Variables.
123-141
Inderjit S. Dhillon
,
Dharmendra S. Modha
:
Concept Decompositions for Large Sparse Text Data Using Clustering.
143-175
Thomas Hofmann
:
Unsupervised Learning by Probabilistic Latent Semantic Analysis.
177-196
Volume 42, Number 3, March 2001
Foster J. Provost
,
Tom Fawcett
:
Robust Classification for Imprecise Environments.
203-231
Yoram Gat
:
A Learning Generalization Bound with an Application to Sparse-Representation Classifiers.
233-239
Vladislav Tadic
:
On the Convergence of Temporal-Difference Learning with Linear Function Approximation.
241-267
Jeffrey P. Bradford
,
Carla E. Brodley
:
The Effect of Instance-Space Partition on Significance.
269-286
Gunnar Rätsch
,
Takashi Onoda
,
Klaus-Robert Müller
:
Soft Margins for AdaBoost.
287-320
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