Expert system for predicting unstable angina based on Bayesian networks.
Joan Vila-FrancésJuan Gómez-SanchísEmilio Soria-OlivasAntonio José SerranoMarcelino Martínez-SoberClara BonanadSilvia VenturaPublished in: Expert Syst. Appl. (2013)
Keyphrases
- bayesian networks
- expert systems
- expert knowledge
- structure learning
- knowledge engineering
- learning bayesian networks
- bayesian network structure
- probabilistic reasoning
- knowledge acquisition
- knowledge based systems
- user interface
- fuzzy logic
- bayesian belief networks
- probability distribution
- artificial intelligence
- conditional independence
- conditional probabilities
- hidden variables
- complex domains
- data mining
- hybrid intelligent
- incomplete data
- random variables
- graphical models
- knowledge representation
- probabilistic inference
- approximate inference
- inference engine
- parameter estimation
- probabilistic model
- domain knowledge
- markov blanket
- diagnostic reasoning
- decision making
- inference in bayesian networks
- database
- probabilistic classifiers