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An explication of uncertain evidence in Bayesian networks: likelihood evidence and probabilistic evidence

Ali Ben Mrad, Véronique Delcroix, Sylvain Piechowiak, Philip Leicester, Mohamed Abid

This paper proposes a systematized presentation and a terminology for observations in a Bayesian network. It focuses on the three main concepts of uncertain evidence, namely likelihood evidence and fixed and not-fixed probabilistic evidence, using a review of previous literature. A probabilistic…

An explication of uncertain evidence in Bayesian networks: likelihood evidence and probabilistic evidence: Uncertain evidence in Bayesian networks. Applied Intelligence, 2015, 43 (4), pp.802-824. ⟨10.1007/s10489-015-0678-6⟩. ⟨hal-03401086⟩