The ALARM Monitoring System: A Case Study with two Probabilistic Inference Techniques for Belief Networks.
Ingo A. BeinlichHenri Jacques SuermondtR. Martin ChavezGregory F. CooperPublished in: AIME (1989)
Keyphrases
- monitoring system
- belief networks
- probabilistic inference
- graphical models
- conditional probabilities
- probabilistic reasoning
- bayesian belief networks
- probability distribution
- influence diagrams
- exact inference
- approximate inference
- variable elimination
- computer vision
- artificial neural networks
- junction tree
- safe operation
- multilayer perceptron
- random variables
- high quality