Department of Computer Science

Machine Learning Research Group

University of Texas at Austin Artificial Intelligence Lab

Publications: 1991


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  1. Using Explanation-Based and Empirical Methods in Theory Revision
    [Details] [PDF]
    Dirk Ourston
    PhD Thesis, Department of Computer Science, University of Texas at Austin, 1991.
  2. First-Order Theory Revision
    [Details] [PDF]
    Bradley L. Richards and Raymond J. Mooney
    In Proceedings of the Eighth International Machine Learning Workshop, pp. 447-451, Evanston, IL, June 1991.
  3. Symbolic and Neural Learning Algorithms: An Experimental Comparison
    [Details] [PDF]
    J.W. Shavlik, Raymond J. Mooney and G. Towell
    Machine Learning, 6:111-143, 1991. Reprinted in {it Readings in Knowledge Acquisition and Learning}, Bruce G. Buchanan and David C. Wilkins (eds.), Morgan Kaufman, San Mateo, CA, 1993..
  4. An Efficient First-Order Horn-Clause Abduction System Based on the ATMS
    [Details] [PDF]
    Hwee Tou Ng and Raymond J. Mooney
    In Proceedings of the Ninth National Conference on Artificial Intelligence (AAAI-91), 494-499, Anaheim, CA, July 1991.
  5. Improving Shared Rules in Multiple Category Domain Theories
    [Details] [PDF]
    Dirk Ourston and Raymond J. Mooney
    In Proceedings of the Eighth International Workshop on Machine Learning, 534-538, Evanston, IL, June 1991.
  6. Constructive Induction in Theory Refinement
    [Details] [PDF]
    Raymond J. Mooney and Dirk Ourston
    In Proceedings of the Eighth International Workshop on Machine Learning, 178-182, Evanston, IL, June 1991.
  7. Theory Refinement with Noisy Data
    [Details] [PDF]
    Raymond J. Mooney and Dirk Ourston
    Technical Report AI91-153, Artificial Intelligence Laboratory, University of Texas, Austin, TX, March 1991.