A statistical method for structure learning of Bayesian networks from data.
Soojung HaSeyun KimMinkook SuhHyunwoo SeongKwang Mo JeongSung-Ho KimPublished in: ICHIT (2009)
Keyphrases
- bayesian networks
- structure learning
- statistical methods
- data sets
- prior knowledge
- parameter learning
- data mining
- incomplete data
- network structure
- missing values
- missing data
- graphical models
- bayesian network structure
- em algorithm
- probability distribution
- learning bayesian networks
- probabilistic model
- markov blanket
- structure learning algorithm
- conditional independence
- sample size
- parameter estimation
- social networks