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Publications Related to: Text Categorization

By Shaul Markovitch

  1. Evgeniy Gabrilovich and Shaul Markovitch. Harnessing the Expertise of 70,000 Human Editors: Knowledge-Based Feature Generation for Text Categorization. Journal of Machine Learning Research, 8:2297-2345 2007.[abstract][pdf]
  2. Evgeniy Gabrilovich and Shaul Markovitch. Overcoming the Brittleness Bottleneck using Wikipedia: Enhancing Text Categorization with Encyclopedic Knowledge. In Proceedings of the Twenty-First National Conference on Artificial Intelligence, 1301-1306 Boston, MA, 2006.[abstract][pdf]
  3. Evgeniy Gabrilovich and Shaul Markovitch. Feature Generation for Text Categorization Using World Knowledge. In Proceedings of The Nineteenth International Joint Conference for Artificial Intelligence, 1048-1053 Edinburgh, Scotland, 2005.[abstract][pdf]
  4. Evgeniy Gabrilovich and Shaul Markovitch. Text Categorization with Many Redundant Features: Using Aggressive Feature Selection to Make SVMs Competitive with C4.5. In Proceedings of The Twenty-First International Conference on Machine Learning, 321-328 Banff, Alberta, Canada, 2004.Morgan Kaufmann[abstract][pdf]
  5. Dmitry Davidov, Evgeniy Gabrilovich and Shaul Markovitch. Parameterized Generation of Labeled Datasets for Text Categorization Based on a Hierarchical Directory. In Proceedings of The 27th Annual International ACM SIGIR Conference, 250-257 Sheffield, UK, 2004.ACM Press[abstract][pdf]