A decomposition hybrid structure learning algorithm for Bayesian network using expert knowledge.
Huiping GuoHongru LiPublished in: Knowl. Inf. Syst. (2023)
Keyphrases
- expert knowledge
- bayesian networks
- structure learning algorithm
- structure learning
- conditional independence
- graphical models
- probability distribution
- random variables
- conditional probabilities
- probabilistic model
- incomplete data
- naive bayes
- posterior probability
- parameter learning
- probabilistic inference
- approximate inference
- least squares
- exact inference
- semi supervised learning
- knowledge acquisition
- maximum likelihood
- continuous variables
- markov blanket
- probabilistic classifiers
- prior knowledge