New skeleton-based approaches for Bayesian structure learning of Bayesian networks.
Andrés R. MasegosaSerafín MoralPublished in: Appl. Soft Comput. (2013)
Keyphrases
- bayesian networks
- structure learning
- bayesian network structures
- graphical models
- learning bayesian networks
- conditional independence
- parameter learning
- markov logic networks
- posterior probability
- bayesian network classifiers
- structure learning algorithm
- structure and parameter learning
- probabilistic model
- probability distribution
- probabilistic reasoning
- markov blanket
- incomplete data
- parameter estimation
- bayesian network structure
- transfer learning
- hidden variables
- probabilistic inference
- conditional probabilities
- conditional random fields
- hidden markov models