ECAI 2004 Conference Paper

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Axiomatizing Noisy-OR

Fabio Cozman

The Noisy-OR function is extensively used in probabilistic reasoning, and usually justified with heuristic arguments. This paper investigates sets of conditions that imply the Noisy-OR function.

Keywords: Noisy-OR function, Bayesian networks, Probabilistic reasoning, Uncertainty representation

Citation: Fabio Cozman: Axiomatizing Noisy-OR. In R.López de Mántaras and L.Saitta (eds.): ECAI2004, Proceedings of the 16th European Conference on Artificial Intelligence, IOS Press, Amsterdam, 2004, pp.981-982.


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ECAI-2004 is organised by the European Coordinating Committee for Artificial Intelligence (ECCAI) and hosted by the Universitat Politècnica de València on behalf of Asociación Española de Inteligencia Artificial (AEPIA) and Associació Catalana d'Intel-ligència Artificial (ACIA).