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Automated Construction of Sparse Bayesian Networks from Unstructured Probabilistic Models and Domain Information
An algorithm for automated construction of a sparse Bayesian network given an unstructured probabilistic model and causal domain information from an expert has been developed and implemented.
Stochastic Sensitivity Analysis Using Fuzzy Influence Diagrams
The practice of stochastic sensitivity analysis described in the decision analysis literature is a testimonial to the need for considering deviations from precise point estimates of uncertainty.
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