Layout of Bayesian Networks.
Kim MarriottPeter MoulderLucas R. HopeCharles TwardyPublished in: ACSC (2005)
Keyphrases
- bayesian networks
- probabilistic reasoning
- learning bayesian networks
- probabilistic model
- bayesian network learning
- graphical models
- inference in bayesian networks
- conditional independence
- probability distribution
- hidden variables
- probabilistic inference
- layout design
- parameter learning
- dynamic bayesian networks
- incomplete data
- structure learning
- bayesian network structure
- multiply sectioned bayesian networks
- naive bayes
- machine learning
- conditional probabilities
- real time
- case study
- training data
- genetic algorithm
- bayesian network models
- social networks
- information systems
- probabilistic knowledge
- diagnostic reasoning
- bayesian network classifiers
- random variables
- continuous variables
- expert knowledge
- belief networks