Cautious Propagation in Bayesian Networks

@inproceedings{Jensen1995CautiousPI,
  title={Cautious Propagation in Bayesian Networks},
  author={Finn Verner Jensen},
  booktitle={UAI},
  year={1995}
}
Consider the situation where some evidence e has been entered to a Bayesian network. When performing conflict analysis, sensitiv­ ity analysis, or when answering questions like "What if the finding on X had been y instead of x?", you need probabilities P(e' I h) where e' is a subset of e, and his a configuration of a (possibly empty) set of variables. Cautious propagation is a modification of HUGIN propagation into a Shafer-Shenoy­ like architecture. It is less efficient than HUG IN propagation… CONTINUE READING

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SHOWING 1-4 OF 4 REFERENCES

Applications of a general propa ­ gation algorithm for probabilistic expert system

F. V. Jensen, S. Aldenryd, K. B. Jensen
  • Statistics and Computing
  • 1992

The equivalence of exact methods for probabilistic inference on belief networks

G. Shafer, P. Shenoy
  • 1991

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