Department of Computer Science

Machine Learning Research Group

University of Texas at Austin Artificial Intelligence Lab

Publications: 2002


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  1. Property-Based Feature Engineering and Selection
    [Details] [PDF]
    Noppadon Kamolvilassatian
    Masters Thesis, Department of Computer Sciences, University of Texas at Austin, Austin, TX, December 2002. 85 pages.
  2. Mining Soft-Matching Association Rules
    [Details] [PDF]
    Un Yong Nahm and Raymond J. Mooney
    In Proceedings of the Eleventh International Conference on Information and Knowledge Management (CIKM-2002), 681-683, McLean, VA, November 2002.
  3. Relational Data Mining with Inductive Logic Programming for Link Discovery
    [Details] [PDF]
    Raymond J. Mooney, Prem Melville, Lappoon R. Tang, Jude Shavlik, Inês de Castro Dutra, David Page, and Vítor Santos Costa
    In Proceedings of the National Science Foundation Workshop on Next Generation Data Mining, Baltimore, MD, November 2002.
  4. Two Approaches to Handling Noisy Variation in Text Mining
    [Details] [PDF]
    Un Yong Nahm, Mikhail Bilenko, and Raymond J. Mooney
    In Papers from the Nineteenth International Conference on Machine Learning (ICML-2002) Workshop on Text Learning, 18-27, Sydney, Australia, July 2002.
  5. Content-Boosted Collaborative Filtering for Improved Recommendations
    [Details] [PDF]
    Prem Melville, Raymond J. Mooney, and Ramadass Nagarajan
    In Proceedings of the Eighteenth National Conference on Artificial Intelligence (AAAI-02), 187-192, Edmonton, Alberta, 2002.
  6. Semi-supervised Clustering by Seeding
    [Details] [PDF]
    Sugato Basu, Arindam Banerjee, and Raymond J. Mooney
    In Proceedings of 19th International Conference on Machine Learning (ICML-2002), 19-26, 2002.
  7. Text Mining with Information Extraction
    [Details] [PDF]
    Un Yong Nahm and Raymond J. Mooney
    In Proceedings of the AAAI 2002 Spring Symposium on Mining Answers from Texts and Knowledge Bases, 60-67, Stanford, CA, March 2002.
  8. Extracting Gene and Protein Names from Biomedical Abstracts
    [Details] [PDF]
    Razvan Bunescu, Ruifang Ge, Raymond J. Mooney, Edward Marcotte, and Arun Kumar Ramani
    March 2002. Unpublished Technical Note.
  9. Learning to Combine Trained Distance Metrics for Duplicate Detection in Databases
    [Details] [PDF]
    Mikhail Bilenko and Raymond J. Mooney
    Technical Report AI 02-296, Artificial Intelligence Laboratory, University of Texas at Austin, Austin, TX, February 2002.