BibSonomy publications for /tag/text-classification

A Re-Examination of Text Categorization Methods

sb3000 — 2008-05-20T15:06:47+02:00

Y. Yang and X. Liu Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '99), August 15-19, 1999, Berkeley, CA, USA, page42--49. ACM Press, New York, NY, USA, (1999)

Complex Linguistic Features for Text Classification: A Comprehensive Study

sb3000 — 2008-05-16T16:36:08+02:00

Alessandro Moschitti and Roberto Basili Advances in Information Retrieval --- Proceedings of the 26th European Conference on Informatino Retrieval (ECIR 2004), April 5-7, 2004, Sunderland, UK, volume2997ofLecture Notes in Computer Science, page181-196. Springer, Berlin--Heidelberg, Germany, (2004)

Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification

sb3000 — 2008-05-16T16:35:51+02:00

Dimitrios Mavroeidis and George Tsatsaronis and Michalis Vazirgiannis and Martin Theobald and Gerhard Weikum Knowledge Discovery in Databases --- Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2005), October 3-7, 2005, Porto, Portugal, volume3721ofLecture Notes in Computer Science, page181--192. Springer, Berlin--Heidelberg, Germany, (2005)

Text Classification Using WordNet Hypernyms

sb3000 — 2008-05-16T16:26:23+02:00

S. Scott and S. Matwin Proceedings of the COLING/ACL Workshop on Usage of WordNet in Natural Language Processing Systems, August 16, 1998, Montreal, Canada, Association for Computational Linguistics, Morristown, NJ, USA, (1998)

CONSTRUE/TIS: A System for Content-Based Indexing of a Database of News Stories

sb3000 — 2008-05-16T16:06:44+02:00

Philip J. Hayes and Steven P. Weinstein Proceedings of the 2nd Conference on Innovative Applications of Artificial Intelligence (IAAI-90), May 1-3, 1990, Washington, DC, USA, page49--64. AAAI Press, Chicago, IL, USA, (1991)

A Statistical Learning Model of Text Classification for Support Vector Machines

sb3000 — 2008-05-16T15:16:55+02:00

Thorsten Joachims Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2001), September 9-13, 2001, New Orleans, LA, USA, page128-136. ACM Press, New York, NY, USA, (2001)

Evaluating Text Categorization

sb3000 — 2008-05-16T14:44:10+02:00

D. D. Lewis Proceedings of Speech and Natural Language Workshop, Feb 1991, Asilomar, CA, USA, page312--318. Morgan-Kaufman Publishers, San Francisco, CA, USA, (1991)

Learning Question Classifiers

sb3000 — 2008-05-16T14:41:11+02:00

Xin Li and Dan Roth Proceedings of the 19th International Conference on Computational Linguistics (COLING 2002), August 24 - September 1, 2002, Taipei, Taiwan, page556--562. Morgan-Kaufman Publishers, San Francisco, CA, USA, (2002)

Boosting for Text Classification with Semantic Features

sb3000 — 2008-04-25T14:55:08+02:00

Stephan Bloehdorn and Andreas Hotho Proceedings of the Workshop on Text-Based Information Retrieval (TIR-04) at the 27th German Conference on Artificial Intelligence (KI 2004), (2004) REPRINT .

Learning Ontologies to Improve Text Clustering and Classification

sb3000 — 2008-04-25T14:50:09+02:00

Stephan Bloehdorn and Philipp Cimiano and Andreas Hotho From Data and Information Analysis to Knowledge Engineering: Proceedings of the 29th Annual Conference of the German Classification Society (GfKl 2005), March 9-11, 2005, Magdeburg, Germany, volume30ofStudies in Classification, Data Analysis, and Knowledge Organization, page334--341. Springer, Berlin--Heidelberg, Germany, (2006)

Boosting for Text Classification with Semantic Features

sb3000 — 2008-04-25T14:49:14+02:00

Stephan Bloehdorn and Andreas Hotho Proceedings of the Workshop on Mining for and from the Semantic Web at the 10th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2004), page70-87. (2004) Joint Session with WebKDD workshop. .

Boosting for Text Classification with Semantic Features

sb3000 — 2008-04-25T14:46:50+02:00

Stephan Bloehdorn and Andreas Hotho Advances in Web Mining and Web Usage Analysis, Revised Selected Papers of the 6th International Workshop on Knowledge Discovery on the Web, WebKDD 2004, Seattle, WA, USA, August 22-25, 2004, 3932, page149-166. Springer, Berlin--Heidelberg, Germany, (2006) REPRINT .

Hierarchical Document Categorization with Support Vector Machines

sb3000 — 2008-04-03T11:47:14+02:00

Lijuan Cai and Thomas Hofmann Proceedings of the 13th ACM International Conference on Information and Knowledge Management (CIKM '04), November 8-13, 2004, Washington, D.C., USA, page78--87. ACM Press, New York, NY, USA, (2004)

Adapting Associative Classification to Text Categorization

sb3000 — 2008-03-17T16:18:30+01:00

Baoli Li and Neha Sugandh and Ernest V. Garcia and Ashwin Ram Proceedings of the 2007 ACM Symposium on Document Engineering (DocEng '07), August 28 - 31, 2007, Winnipeg, Manitoba, Canada, page205--208. ACM, New York, NY, USA, (2007)

An Analysis of the Relative Hardness of Reuters-21578 Subsets

sb3000 — 2008-03-17T14:01:47+01:00

Franca Debole and Fabrizio Sebastiani Journal of the American Society for Information Science and56(6):584--596(2004)

Learning to Classify Text Using Support Vector Machines --- Methods, Theory, and Algorithms

sb3000 — 2008-03-11T13:32:06+01:00

Thorsten Joachims Kluwer Academic Publishers, Norwell, MA, USA, (2002) Originally published as PhD Thesis, 2001, Technische Universität Dortmund, Germany. .

Question classification using Support Vector Machines

sb3000 — 2008-03-10T17:30:07+01:00

Dell Zhang and Wee Sun Lee Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '03), July 28 - August 1, 2003, Toronto, Canada, page26--32. ACM Press, New York, NY, USA, (2003)

Feature Engineering for Text Classification

sb3000 — 2008-03-10T17:15:20+01:00

Sam Scott and Stan Matwin Proceedings of the 16th International Conference on Machine Learning (ICML 1999), June 27-30, 1999, Bled, Slovenia, page379--388. Morgan Kaufmann Publishers, San Francisco, CA, USA, (1999)

Text Categorization with Support Vector Machines: Learning with many Relevant Features

sb3000 — 2008-03-10T17:01:53+01:00

Thorsten Joachims Proceedings of the 10th European Conference on Machine Learning (ECML 1998), April 21-23, 1998, Chemnitz, Germany, page137--142. Springer, Berlin--Heidelberg, Germany, (1998)

Text Categorization by Boosting Automatically Extracted Concepts

sb3000 — 2008-03-10T15:48:35+01:00

Lijuan Cai and Thomas Hofmann Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '03), July 28 - August 1, 2003, Toronto, Canada, page182--189. ACM Press, New York, NY, USA, (2003)