Department of Computer Science

Machine Learning Research Group

University of Texas at Austin Artificial Intelligence Lab

Publications: 1994


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  1. Automatic Student Modeling and Bug Library Construction using Theory Refinement
    [Details] [PDF]
    Paul T. Baffes
    PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 1994.
  2. Multiple-Fault Diagnosis Using General Qualitative Models with Fault Modes
    [Details] [PDF]
    Siddarth Subramanian and Raymond J. Mooney
    In Working Papers of the Fifth International Workshop on Principles of Diagnosis, 321-325, New Paltz, NY, October 1994.
  3. Inductive Learning For Abductive Diagnosis
    [Details] [PDF]
    Cynthia A. Thompson and Raymond J. Mooney
    In Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94), 664-669, Seattle, WA, August 1994.
  4. Comparing Methods For Refining Certainty Factor Rule-Bases
    [Details] [PDF]
    J. Jeffrey Mahoney and Raymond J. Mooney
    In Proceedings of the Eleventh International Workshop on Machine Learning (ML-94), 173--180, Rutgers, NJ, July 1994.
  5. Combining Top-Down And Bottom-Up Techniques In Inductive Logic Programming
    [Details] [PDF]
    John M. Zelle, Raymond J. Mooney, and Joshua B. Konvisser
    In Proceedings of the Eleventh International Workshop on Machine Learning (ML-94), 343--351, Rutgers, NJ, July 1994.
  6. Inducing Deterministic Prolog Parsers From Treebanks: A Machine Learning Approach
    [Details] [PDF]
    John M. Zelle and Raymond J. Mooney
    In Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94), 748--753, Seattle, WA, July 1994.
  7. Learning Qualitative Models for Systems with Multiple Operating Regions
    [Details] [PDF]
    Sowmya Ramachandran, Raymond J. Mooney, and Benjamin J. Kuipers
    In Proceedings of the Eighth International Workshop on Qualitative Reasoning about Physical Systems, Nara, Japan, 1994.
  8. Modifying Network Architectures For Certainty-Factor Rule-Base Revision
    [Details] [PDF]
    J. Jeffrey Mahoney and Raymond J. Mooney
    In Proceedings of the International Symposium on Integrating Knowledge and Neural Heuristics (ISIKNH-94), 75--85, Pensacola, FL, May 1994.
  9. A Multistrategy Approach to Theory Refinement
    [Details] [PDF]
    Raymond J. Mooney and Dirk Ourston
    In Ryszard S. Michalski and G. Teccuci, editors, Machine Learning: A Multistrategy Approach, Vol. IV, 141-164, San Mateo, CA, 1994. Morgan Kaufmann.
  10. Theory Refinement Combining Analytical and Empirical Methods
    [Details] [PDF]
    Dirk Ourston and Raymond J. Mooney
    Artificial Intelligence:311-344, 1994.
  11. Integrating ILP and EBL
    [Details] [PDF]
    Raymond J. Mooney and John M. Zelle
    Sigart Bulletin (special issue on Inductive Logic Programmming), 5(1):12-21, 1994.