A probabilistic approach to hierarchical model-based diagnosis . Two recent developments in probabilistic reasoning using BNs widened the scope of potential applicability of the MSBN representation inference formalism. The representation formalism used can be viewed as a special case of MSBNs. The representation formalism used can be viewed as a special case of MSBNs. A probabilistic approach to hierarchical model-based diagnosis .
Bayesian networks provide a general and natural representation for reasoning under uncertainty.
A probabilistic approach to hierarchical model-based diagnosis . In R. Lopez de Mantaras and D. Poole, editor, Proc. A probabilistic approach to hierarchical modelbased diagnosis . In UAI, 1994. We demonstrate how these probabilities can be computed using an example.