Representing biases for inductive logic programming

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Abstract

As each of the four main approaches to a declarative bias represention in Inductive Logic Programming (ILP), the representation by parameterized languages or by clause sets, the grammar-based and the scheme-based representation, fails in representing all language biases in ILP systems, we present a unifying representation language MILES-CTL for these biases by extending the scheme-based approach.

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Tausend, B. (1994). Representing biases for inductive logic programming. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 784 LNCS, pp. 427–430). Springer Verlag. https://doi.org/10.1007/3-540-57868-4_90

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