Reference: Heckerman, D. Similarity Networks for the Construction of Multiple-Fault Belief Networks. 1990.
Abstract: A similarity network is a tool for constructing belief networks for the diagnosis of a single fault. In this paper, we examine modifications to the similarity-network representation that facilitate the construction of belief networks for the diagnosis of multiple coexisting faults.