Machine Learning, Volume 39, 2000

Volume 39, Number 1, April 2000

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

Volume 39, Number 2/3, May 2000

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