A new notion of convexity in digraphs with an application to Bayesian networks.
Francesco M. MalvestutoPublished in: Discret. Math. Algorithms Appl. (2017)
Keyphrases
- bayesian networks
- conditional independence
- probability distribution
- equivalence classes
- sets of probability measures
- inference in bayesian networks
- learning bayesian networks
- bayesian network classifiers
- structure learning
- probabilistic reasoning
- parameter learning
- directed graph
- bayesian network structures
- naive bayes
- markov models
- hidden variables
- bayesian belief networks
- probabilistic inference
- expert knowledge
- diagnostic reasoning
- bayesian network structure