A Decomposition Algorithm for Learning Bayesian Networks Based on Scoring Function.
Mingmin ZhuSanyang LiuPublished in: J. Appl. Math. (2012)
Keyphrases
- decomposition algorithm
- learning bayesian networks
- scoring function
- structure learning
- bayesian networks
- graphical models
- conditional independence
- decomposition method
- statistical data
- bayesian network structure
- transfer learning
- parameter estimation
- bayesian network structures
- recognition algorithm
- incomplete data
- maximum likelihood estimation
- sample size
- probabilistic model
- markov networks
- conditional probabilities
- belief propagation
- network structure
- upper bound
- probability distribution