June 2005, Volume 7, Issue 1
Editor in Chief
Sunita Sarawagi (I.I.T. Bombay)
Associate Editors
Usama Fayyad (Yahoo!)
Bing Liu (Univ. of Illinois, Chicago)
Osmar R. Zaiane (University of Alberta, Canada)
Guest Editors
Anne Kao (Boeing Phantom Works)
Steve Poteet (Boeing Phantom Works)

Special Issue
Text Mining and Natural Language Processing Introduction for the Special Issue [1]
Anne Kao, Steve Poteet
Mining Knowledge from Text Using Information Extraction [3]
Raymond J. Mooney, Razvan Bunescu
Instance Filtering for Entity Recognition [11]
Alfio Massimiliano Gliozzo, Claudio Giuliano, Raffaella Rinaldi
Chinese Named Entity Recognition using Lexicalized HMMs [19]
Guohong Fu, Kang-Kwong Luke
Distributed Higher Order Association Rule Mining Using Information Extracted from Textual Data [26]
Shenzhi Li, Tianhao Wu, William M. Pottenger
Support Vector Machines Classification with A Very Large-scale Taxonomy [36]
Tie-Yan Liu, Yiming Yang, Hao Wan, Hua-Jun Zeng, Zheng Chen, Wei-Ying Ma
Mining Logs Files for DataDriven System Management [44]
Wei Peng, Tao Li, Sheng Ma
A baseline feature set for learning rhetorical zones using full articles in the biomedical domain [52]
Tony Mullen, Yoko Mizuta, Nigel Collier
Using Text Mining and Natural Language Processing for Health Care Claims Processing [59]
Fred Popowich
Extracting Statistical Data Frames from Text [67]
Jisheng Liang, Krzysztof Koperski, Thien Nguyen, Giovanni Marchisio
ARTICLES
Generalized Naive Bayes Classifiers [76]
Kim Larsen