SIGKDD Explorations

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)

June 2005, Volume 7, Issue 1

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


Generalized Naive Bayes Classifiers [76]
Kim Larsen

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