Constrained Score+(Local)Search Methods for Learning Bayesian Networks.
José A. GámezJosé Miguel PuertaPublished in: ECSQARU (2005)
Keyphrases
- learning bayesian networks
- statistical data
- bayesian networks
- incomplete data
- structure learning
- conditional independence
- bayesian network structures
- bayesian network structure
- scoring function
- social networks
- database systems
- missing data
- machine learning algorithms
- database
- maximum likelihood
- graphical models
- probabilistic model
- lower bound
- data analysis
- data sets