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Machine Learning, Volume 39, 2000

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Volume 39, Number 1, April 2000

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Ron Meir:
Nonparametric Time Series Prediction Through Adaptive Model Selection. 5-34
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Avrim Blum, Carl Burch:
On-line Learning and the Metrical Task System Problem. 35-58
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Lluís Màrquez, Lluís Padró, Horacio Rodríguez:
A Machine Learning Approach to POS Tagging. 59-91

Volume 39, Number 2/3, May 2000

Machine Learning on Information Retrieval

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Jaime G. Carbonell, Yiming Yang, William W. Cohen:
Special Issue of Machine Learning on Information Retrieval - Introduction. 99-101
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Kamal Nigam, Andrew Kachites McCallum, Sebastian Thrun, Tom M. Mitchell:
Text Classification from Labeled and Unlabeled Documents using EM. 103-134
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Robert E. Schapire, Yoram Singer:
BoosTexter: A Boosting-based System for Text Categorization. 135-168
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Dayne Freitag:
Machine Learning for Information Extraction in Informal Domains. 169-202
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Filippo Menczer, Richard K. Belew:
Adaptive Retrieval Agents: Internalizing Local Context and Scaling up to the Web. 203-242

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