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Properties of inductive logic programming in function-free horn logic

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (1994) 784 LNCS 423-426
DOI: 10.1007/3-540-57868-4_89
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Abstract

Inductive Logic Programming (ILP) deals with inductive inference in first order Horn logic. A commonly employed restriction on the hypothesis space in ILP is that to function-free programs. It yields a more tractable hypothesis space, and simplifies induction. This paper investigates basic properties of ILP in function-free languages.

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Stahl, I. (1994). Properties of inductive logic programming in function-free horn logic. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 784 LNCS, pp. 423–426). Springer Verlag. https://doi.org/10.1007/3-540-57868-4_89

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