Proceedings

A Theory of Clausal Discovery

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Proceedings of the Thirteenth International Joint Conference on Artificial Intelligence. Machine Learning. Pages 1058-1062.

Abstract

A framework and algorithm for inducing full clausal theories from databases is presented. The algorithm is implemented in the system CLAUDIEN. The system combines clausal refinement operators, depth-first iterative deepening and language bias, to find clausal theories that satisfy a given database and that are expressible in the language. The clausal discovery algorithm computes a minimally complete theory expressible in the language. Such theories are most informative and logically nonredundant.

Luc de Raedt, and Maurice Bruynooghe. 1993. A Theory of Clausal Discovery. In Proceedings of the Thirteenth International Joint Conference on Artificial Intelligence, IJCAI-93. IJCAI, 1058–1062. https://ijcai.org/proceedings/1993/146
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