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book chapter · Frontiers in artificial intelligence and applications · 2010

Probabilistic Logic with Conditional Independence Formulae

Magdalena Ivanovska, Martin Giese

Cited by 2Open access

Abstract

We investigate a probabilistic propositional logic that is an extension of the logic proposed by Fagin et al. [4] with conditional independence formulae. We give an axiomatization which we show to be complete for the kind of inferences allowed by Bayesian networks.

Cite this paper

APA 7

Ivanovska, M., & Giese, M. (2010). Probabilistic Logic with Conditional Independence Formulae. Frontiers in artificial intelligence and applications, 127–139. https://doi.org/10.3233/978-1-60750-606-5-983

MLA 9

Ivanovska, Magdalena, and Martin Giese. “Probabilistic Logic with Conditional Independence Formulae.” Frontiers in artificial intelligence and applications, 2010, pp. 127–39, https://doi.org/10.3233/978-1-60750-606-5-983.

Chicago

Ivanovska, Magdalena, and Martin Giese. 2010. “Probabilistic Logic with Conditional Independence Formulae.” Frontiers in artificial intelligence and applications: 127–39. https://doi.org/10.3233/978-1-60750-606-5-983.

Harvard

Ivanovska, M. and Giese, M. (2010) ‘Probabilistic Logic with Conditional Independence Formulae’, Frontiers in artificial intelligence and applications, pp. 127–139. Available at: https://doi.org/10.3233/978-1-60750-606-5-983.

BibTeX
@incollection{ivanovska2010probabilistic,
  title = {{Probabilistic Logic with Conditional Independence Formulae}},
  author = {Ivanovska, Magdalena and Giese, Martin},
  booktitle = {Frontiers in artificial intelligence and applications},
  pages = {127--139},
  year = {2010},
  doi = {10.3233/978-1-60750-606-5-983}
}

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