TopLog: ILP using a logic program declarative bias

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

Volumn 5366 LNCS, Issue , 2008, Pages 687-692

  Muggleton, Stephen H ^a   Santos, José Carlos Almeida ^a   Tamaddoni Nezhad, Alireza ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARK DATASETS; HYPOTHESIS SPACE; INDUCTIVE LOGIC PROGRAMMING (ILP); LOGIC PROGRAMS; PROTOTYPE IMPLEMENTATIONS; DECLARATIVE BIAS; STATE OF THE ART; THEORETICAL FRAMEWORK;

COMPUTER PROGRAMMING; FAULT DETECTION; PROGRAMMING THEORY; SOFTWARE PROTOTYPING; LOGIC PROGRAMMING;

LOGIC PROGRAMMING; INDUCTIVE LOGIC PROGRAMMING (ILP);

EID: 58549087411     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-89982-2_58     Document Type: Conference Paper

References (10)

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3. Bostrom, H., Idestam-Almquist, P.: Specialisation of logic programs by pruning SLD-trees. In: Proceedings of the 4th ILP Workshop (ILP 1994), Bonn, pp. 31-48 (1994)
4. Kedar-Cabelli, S.T., McCarty, L.T.: Explanation-based generalization as resolution theorem proving. In: Langley, P. (ed.) Proceedings of the 4th Int. Workshop on Machine Learning, Los Altos, pp. 383-389. Morgan Kaufmann, San Francisco (1987)
5. Srinivasan, A., Muggleton, S., King, R., Sternberg, M.: Mutagenesis: ILP experiments in a non-determinate biological domain. In: Wrobel, S. (ed.) Proceedings of the 4th ILP Workshop, ILP 1994, GMD-Studien Nr 237 (1994)
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7. King, R.D., Srinivasan, A., Sternberg, M.J.E.: Relating chemical activity to structure: an examination of ILP successes. New Gen. Comp. 13, 411-433 (1995)
8. Richard, A.M., Williams, C.R.: Distributed structure-searchable toxicity DSSTox public database network: A proposal. Mutation Research 499, 27-52 (2000)
9. Srinivasan, A.: The Aleph Manual. University of Oxford (2007)
10. Muggleton, S.: Stochastic logic programs. In: De Raedt, L. (ed.) Proceedings of the 5th International Workshop on ILP, Katholieke Universiteit Leuven (1995)