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At the Interface of Inductive Logic Programming and Statistics

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3194))

Abstract

Inductive logic programming can be viewed as a style of statistical inference where the model that is inferred to explain the observed data happens to be a logic program. In general, logic programs have important differences to other models (such as linear models, tree-based models, etc) found in the statistical literature. This why we have ILP conferences!

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© 2004 Springer-Verlag Berlin Heidelberg

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Cussens, J. (2004). At the Interface of Inductive Logic Programming and Statistics. In: Camacho, R., King, R., Srinivasan, A. (eds) Inductive Logic Programming. ILP 2004. Lecture Notes in Computer Science(), vol 3194. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30109-7_2

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  • DOI: https://doi.org/10.1007/978-3-540-30109-7_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-22941-4

  • Online ISBN: 978-3-540-30109-7

  • eBook Packages: Springer Book Archive

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