Refinement of Bayesian Networks by Combining Connectionist and Symbolic Techniques [Details] [PDF] Sowmya Ramachandran 1995. Unpublished Ph.D. Thesis Proposal.
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.
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.
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.
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.
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.
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.
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.
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.
Encouraging Experimental Results on Learning CNF [Details] [PDF] Raymond J. Mooney Machine Learning, 19(1):79-92, 1995.
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.