Similarity Networks for the Construction of Multiple-Faults Belief Networks
David HeckermanPublished in: CoRR (2013)
Keyphrases
- belief networks
- multiple faults
- bayesian belief networks
- singly connected
- probabilistic inference
- fault diagnosis
- probabilistic reasoning
- conditional probabilities
- graphical models
- conditional probability tables
- probability distribution
- similarity measure
- scoring metrics
- graphical representation
- pairwise
- high quality
- stochastic simulation
- discrete event
- small number
- multilayer perceptron
- expert systems
- state space
- image processing
- belief propagation
- knn
- mutual information