Increased robustness of Bayesian networks through probability intervals.
Helmut ThöneUlrich GüntzerWerner KießlingPublished in: Int. J. Approx. Reason. (1997)
Keyphrases
- bayesian networks
- conditional probabilities
- probability distribution
- posterior probability
- random variables
- inference in bayesian networks
- structure learning
- conditional independence
- confidence intervals
- graphical models
- naive bayes
- expert knowledge
- hidden variables
- generative model
- incomplete data
- endpoints
- probabilistic model
- special case
- expert systems
- continuous variables
- complex domains
- bayesian network classifiers
- learning bayesian networks
- data mining