Reasoning in Structured Bayesian Networks

摘要

The paper proposes a new type of Bayesian networks, so-called Structured Bayesian Networks (SBN). A new reasoning paradigm is proposed for SBN that is much simpler than for the general type Bayesian networks because the NP hard transformation to Markov trees can be avoided.