Learning Bayesian Networks with Largest Chain Graphs.
Mohamed BendouPaul MunteanuPublished in: ICEIS (2) (2004)
Keyphrases
- learning bayesian networks
- chain graphs
- conditional independence
- bayesian networks
- graphical models
- structure learning
- random variables
- probability distribution
- causal models
- directed acyclic graph
- incomplete data
- probabilistic graphical models
- statistical data
- hidden variables
- markov property
- exact inference
- learning algorithm
- belief propagation
- lower bound
- metadata