Why Is Diagnosis Using Belief Networks Insensitive to Imprecision In Probabilities?
Max HenrionMalcolm PradhanBrendan Del FaveroKurt HuangGregory M. ProvanPaul O'RorkePublished in: CoRR (2013)
Keyphrases
- belief networks
- diagnostic reasoning
- probabilistic inference
- graphical models
- probability distribution
- bayesian belief networks
- probabilistic reasoning
- conditional probabilities
- medical diagnosis
- model based diagnosis
- stochastic simulation
- fuzzy logic
- multilayer perceptron
- inference in belief networks
- data sets
- belief propagation
- artificial neural networks
- training data
- image processing