Why is diagnosis using belief networks insensitive to imprecision in probabilities?
Max HenrionMalcolm PradhanBrendan Del FaveroKurt HuangGregory M. ProvanPaul O'RorkePublished in: UAI (1996)
Keyphrases
- belief networks
- diagnostic reasoning
- graphical models
- bayesian belief networks
- probabilistic inference
- probabilistic reasoning
- probability distribution
- conditional probabilities
- exact inference
- fuzzy logic
- model based diagnosis
- belief propagation
- stochastic simulation
- medical diagnosis
- probabilistic model
- artificial neural networks
- feature space