Improving algorithms for structure learning in Bayesian Networks using a new implicit score.
Lobna BouchaalaAfif MasmoudiFaïez GargouriAhmed RebaiPublished in: Expert Syst. Appl. (2010)
Keyphrases
- structure learning
- bayesian networks
- conditional independence
- graphical models
- scoring function
- markov blanket
- parameter learning
- learning bayesian networks
- bayesian network structures
- structure learning algorithm
- learning algorithm
- bayesian network classifiers
- incomplete data
- transfer learning
- markov logic networks
- conditional independence tests
- pairwise