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Machine Learning, Volume 47, 2002

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Volume 47, Number 1, April 2002

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Douglas H. Fisher:
Editorial. 5-6
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Igor V. Cadez, Padhraic Smyth, Geoffrey J. McLachlan, Christine E. McLaren:
Maximum Likelihood Estimation of Mixture Densities for Binned and Truncated Multivariate Data. 7-34
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Shlomo Dubnov, Ran El-Yaniv, Yoram Gdalyahu, Elad Schneidman, Naftali Tishby, Golan Yona:
A New Nonparametric Pairwise Clustering Algorithm Based on Iterative Estimation of Distance Profiles. 35-61
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José M. Peña, José Antonio Lozano, Pedro Larrañaga:
Learning Recursive Bayesian Multinets for Data Clustering by Means of Constructive Induction. 63-89
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Marco Ramoni, Paola Sebastiani, Paul R. Cohen:
Bayesian Clustering by Dynamics. 91-121

Volume 47, Number 2-3, May-June 2002

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Jyrki Kivinen:
Guest Editor's Introduction. 131-132
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Rocco A. Servedio:
PAC Analogues of Perceptron and Winnow Via Boosting the Margin. 133-151
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Nigel Duffy, David P. Helmbold:
Boosting Methods for Regression. 153-200
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Koby Crammer, Yoram Singer:
On the Learnability and Design of Output Codes for Multiclass Problems. 201-233
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Peter Auer, Nicolò Cesa-Bianchi, Paul Fischer:
Finite-time Analysis of the Multiarmed Bandit Problem. 235-256
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Judy Goldsmith, Robert H. Sloan, György Turán:
Theory Revision with Queries: DNF Formulas. 257-295

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