Self-learning Bayesian Networks in Diagnosis.
Petr SuchánekFranciszek MareckiRobert BuckiPublished in: KES (2014)
Keyphrases
- bayesian networks
- diagnostic reasoning
- consistency based diagnosis
- model based diagnosis
- medical diagnosis
- conditional independence
- structure learning
- graphical models
- probabilistic inference
- learning bayesian networks
- fault diagnosis
- inference in bayesian networks
- probability distribution
- fault detection
- breast cancer diagnosis
- probabilistic reasoning
- probabilistic modeling
- parameter learning
- bayesian belief networks
- medical diagnostic
- bayesian network structure
- probabilistic classifiers
- causal knowledge
- multiple faults
- continuous variables
- fuzzy neural network
- incomplete data
- conditional probabilities
- probabilistic model
- attention deficit hyperactivity disorder
- bayesian network learning
- data mining
- automatic diagnosis
- bayesian network structures
- causal relationships
- naive bayes
- expert systems
- knowledge base