Graphical Representation of Asymmetric Graphoid Structures

Abstract

Independence models induced by some uncertainty measures (e.g. conditional probability, possibility) do not obey the usual graphoid properties, since they do not satisfy the symmetry property. They are efficiently representable through directed acyclic l-graphs by using L-separation criterion. In this paper, we show that in general there is not a l-graph… (More)

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