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AMAI
2005
Springer
15 years 9 days ago
Graphoid properties of epistemic irrelevance and independence
This paper investigates Walley's concepts of epistemic irrelevance and epistemic independence for imprecise probability models. We study the mathematical properties of irrele...
Fabio Gagliardi Cozman, Peter Walley
CORR
2010
Springer
69views Education» more  CORR 2010»
15 years 14 days ago
Epistemic irrelevance in credal nets: the case of imprecise Markov trees
We focus on credal nets, which are graphical models that generalise Bayesian nets to imprecise probability. We replace the notion of strong independence commonly used in credal ne...
Gert de Cooman, Filip Hermans, Alessandro Antonucc...