Repeat learning using predicate invention

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1446, Issue , 1998, Pages 165-174

  Khan, Khalid ^a,b   Muggleton, Stephen ^a   Parson, Rupert ^b  

^a UNIVERSITY OF YORK   (United Kingdom)

^b UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER CIRCUITS; PATENTS AND INVENTIONS;

BAYESIAN FRAMEWORKS; FINITE SEQUENCE; POSTERIOR ESTIMATIONS;

INDUCTIVE LOGIC PROGRAMMING (ILP);

EID: 84897578385     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/bfb0027320     Document Type: Conference Paper

References (11)

1. J. Baxter. Theoretical models of learning to learn. In T. Mitchell and S. Thrun, editors, Learning to Learn. Kluwer, Boston, 1997.
2. J. Goodacre. Inductive learning of chess rules using progol. Master's thesis, Oxford University, Oxford University Computing Laboratory, 1996.
3. C. Ling. Inventing necessary theoretical terms in scientific discovery and inductive logic programming. Technical Report 302, Dept. of Comp. Sci., Univ. of Western Ontario, 1991.
4. S. Muggleton. Predicate invention and utilisation. Journal of Experimental and Theoretical Artificial Intelligence, 6(1): 127-130, 1994.
5. S. Muggleton. Inverse entailment and Progol. New Generation Computing, 13: 245-286, 1995.
6. S. Muggleton. Learning from positive data. In Proceedings of the Sixth Workshop on Inductive Logic Programming, Stockholm, 1996.
7. S. Muggleton and W. Buntine. Machine invention of first-order predicates by inverting resolution. In Proceedings of the 5th International Conference on Machine Learning, pages 339-352. Kaufmann, 1988.
8. S. Muggleton and C. D. Page. A learnability model for Universal representations. In S. Wrobel, editor, Proceedings of the 4th International Workshop on Inductive Logic Programming, 1994.
9. I. Stahl. Constructive induction in inductive logic programming: an overview. Technical report, Fakultat Informatik, Universitat Stuttgart, 1992.
10. I. Stahl. Predicate invention in inductive logic programming. In L. De Raedt, editor, Advances in Inductive Logic Programming, pages 34-47. IOS Press, Ohmsha, Amsterdam, 1996.
11. R. Wirth and P. O'Rorke. Constraints on predicate invention. In Proceedings of the 8th International Workshop on Machine Learning, pages 457-461. Kaufmann, 1991.