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Language Invariance and Spectrum Exchangeability in Inductive Logic

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4724))

Abstract

A sufficient condition, in terms of a de Finetti style representation, is given for a probability function in Inductive Logic (with relations of all arities) satisfying Spectrum Exchangeability to additionally satisfy Language Invariance. This condition is shown to also be necessary in the case of homogeneous probability functions. In contrast it is proved that (purely) t-heterogeneous probability functions can never be members of a language invariant family satisfying Spectrum Exchangeability.

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© 2007 Springer-Verlag Berlin Heidelberg

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Landes, J., Paris, J., Vencovská, A. (2007). Language Invariance and Spectrum Exchangeability in Inductive Logic. In: Mellouli, K. (eds) Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ECSQARU 2007. Lecture Notes in Computer Science(), vol 4724. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-75256-1_16

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  • DOI: https://doi.org/10.1007/978-3-540-75256-1_16

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-75255-4

  • Online ISBN: 978-3-540-75256-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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