Department of Computer Science

Machine Learning Research Group

University of Texas at Austin Artificial Intelligence Lab

Publications: 1998

  1. Semantic Lexicon Acquisition for Learning Natural Language Interfaces
    [Details] [PDF]
    Cynthia Ann Thompson
    PhD Thesis, Department of Computer Sciences, University of Texas at Austin, Austin, TX, December 1998. 101 pages. Also appears as Technical Report AI 99-278, Artificial Intelligence Lab, University of Texas at Austin.
  2. Semantic Lexicon Acquisition for Learning Natural Language Interfaces
    [Details] [PDF]
    Cynthia A. Thompson and Raymond J. Mooney
    In Proceedings of the Sixth Workshop on Very Large Corpora, Montreal, Quebec, Canada, August 1998. Also available as TR AI 98-273, Artificial Intelligence Lab, University of Texas at Austin, May 1998.
  3. Relational Learning Techniques for Natural Language Information Extraction
    [Details] [PDF]
    Mary Elaine Califf
    PhD Thesis, Department of Computer Sciences, University of Texas, Austin, TX, August 1998. 142 pages. Also appears as Artificial Intelligence Laboratory Technical Report AI 98-276.
  4. Theory Refinement for Bayesian Networks with Hidden Variables
    [Details] [PDF]
    Sowmya Ramachandran and Raymond J. Mooney
    In Proceedings of the Fifteenth International Conference on Machine Learning (ICML-98), 454--462, Madison, WI, July 1998.
  5. Book Recommending Using Text Categorization with Extracted Information
    [Details] [PDF]
    Raymond J. Mooney, Paul N. Bennett, and Loriene Roy
    In Proceedings of the Fifteenth National Conference on Artificial Intelligence (AAAI-98)"-REC-WKSHP98, year="1998, 70-74, Madison, WI, 1998.
  6. Text Categorization Through Probabilistic Learning: Applications to Recommender Systems
    [Details] [PDF]
    Paul N. Bennett
    1998. Honors thesis, Department of Computer Sciences, The University of Texas at Austin.
  7. Theory Refinement of Bayesian Networks with Hidden Variables
    [Details] [PDF]
    Sowmya Ramachandran and Raymond J. Mooney
    PhD Thesis, Department of Computer Sciences, University of Texas at Austin, Austin, TX, May 1998. 139 pages. Also appears as Technical Report AI 98-265, Artificial Intelligence Lab, University of Texas at Austin.
  8. An Experimental Comparison of Genetic Programming and Inductive Logic Programming on Learning Recursive List Functions
    [Details] [PDF]
    Lappoon R. Tang, Mary Elaine Califf, and Raymond J. Mooney
    Technical Report AI 98-271, Artificial Intelligence Lab, University of Texas at Austin, May 1998.
  9. Advantages of Decision Lists and Implicit Negatives in Inductive Logic Programming
    [Details] [PDF]
    Mary Elaine Califf and Raymond J. Mooney
    New Generation Computing, 16(3):263-281, 1998.
  10. Using Multi-Strategy Learning to Improve Planning Efficiency and Quality
    [Details] [PDF]
    Tara A. Estlin
    PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 1998.
  11. Relational Learning of Pattern-Match Rules for Information Extraction
    [Details] [PDF]
    Mary Elaine Califf and Raymond J. Mooney
    In Proceedings of AAAI Spring Symposium on Applying Machine Learning to Discourse Processing, 6-11, Standford, CA, March 1998.