Propagation Computation for Mixed Bayesian Networks Using Minimal Strong Triangulation
Yao Liu,
Shuai Wang,
Can Zhou
et al.
Abstract:In recent years, mixed Bayesian networks have received increasing attention across various fields for probabilistic reasoning. Though many studies have been devoted to propagation computation on strong junction trees for mixed Bayesian networks, few have addressed the construction of appropriate strong junction trees. In this work, we establish a connection between the minimal strong triangulation for marked graphs and the minimal triangulation for star graphs. We further propose a minimal strong triangulation… Show more
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