Abstraction in Belief Networks: The Role of Intermediate States in Diagnostic Reasoning
Gregory M. ProvanPublished in: CoRR (2013)
Keyphrases
- diagnostic reasoning
- belief networks
- graphical models
- probabilistic inference
- probabilistic reasoning
- bayesian belief networks
- influence diagrams
- diagnostic problem solving
- probability distribution
- conditional probabilities
- medical diagnosis
- model based diagnosis
- bayesian networks
- reasoning systems
- artificial intelligence
- multilayer perceptron
- belief propagation
- higher order
- small number
- automated reasoning
- decision making