Department of Computer Science

Machine Learning Research Group

University of Texas at Austin Artificial Intelligence Lab

Publications: 1995


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  1. Refinement of Bayesian Networks by Combining Connectionist and Symbolic Techniques
    [Details] [PDF]
    Sowmya Ramachandran
    1995. Unpublished Ph.D. Thesis Proposal.
  2. Inducing Logic Programs without Explicit Negative Examples
    [Details] [PDF]
    John M. Zelle, Cynthia A. Thompson, Mary Elaine Califf, and Raymond J. Mooney
    In Proceedings of the Fifth International Workshop on Inductive Logic Programming (ILP-95), 403-416, Leuven, Belgium, 1995.
  3. Qualitative Multiple-Fault Diagnosis of Continuous Dynamic Systems Using Behavioral Modes
    [Details] [PDF]
    Siddarth Subramanian
    PhD Thesis, Department of Computer Sciences, University of Texas at Austin, Austin, TX, 1995. 128 pages. Also appears as Technical Report AI 95-239.
  4. Using Inductive Logic Programming to Automate the Construction of Natural Language Parsers
    [Details] [PDF]
    John M. Zelle
    PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 1995.
  5. A Comparison of Two Methods Employing Inductive Logic Programming for Corpus-based Parser Constuction
    [Details] [PDF]
    John M. Zelle and Raymond J. Mooney
    In Working Notes of the IJCAI-95 Workshop on New Approaches to Learning for Natural Language Processing, 79--86, Montreal, Quebec, Canada, August 1995.
  6. Multiple-Fault Diagnosis Using General Qualitative Models with Fault Modes
    [Details] [PDF]
    Siddarth Subramanian and Raymond J. Mooney
    In Working Notes of the IJCAI-95 Workshop on Engneering Problems for Qualitative Reasoning, Monreal, Quebec, August 1995.
  7. Acquisition of a Lexicon from Semantic Representations of Sentences
    [Details] [PDF]
    Cynthia A. Thompson
    In Proceedings of the 33rd Annual Meeting of the Association for Computational Linguistics (ACL-95), 335-337, Cambridge, MA, 1995.
  8. Induction of First-Order Decision Lists: Results on Learning the Past Tense of English Verbs
    [Details] [PDF]
    Raymond J. Mooney and Mary Elaine Califf
    Journal of Artificial Intelligence Research, 3:1-24, 1995.
  9. Automated Refinement of First-Order Horn-Clause Domain Theories
    [Details] [PDF]
    Bradley L. Richards and Raymond J. Mooney
    Machine Learning, 19(2):95-131, 1995.
  10. Encouraging Experimental Results on Learning CNF
    [Details] [PDF]
    Raymond J. Mooney
    Machine Learning, 19(1):79-92, 1995.
  11. A Preliminary PAC Analysis of Theory Revision
    [Details] [PDF]
    Raymond J. Mooney
    In T. Petsche and S. Hanson and Jude W. Shavlik, editors, Computational Learning Theory and Natural Learning Systems, Vol. 3, 43-53, Cambridge, MA, 1995. MIT Press.