Maximal prime subgraph decomposition of Bayesian networks.
Kristian G. OlesenAnders L. MadsenPublished in: IEEE Trans. Syst. Man Cybern. Part B (2002)
Keyphrases
- bayesian networks
- structural learning
- probabilistic reasoning
- learning bayesian networks
- graphical models
- expert knowledge
- incomplete data
- structure learning
- probabilistic model
- inference in bayesian networks
- decomposition method
- probabilistic inference
- conditional independence
- probability distribution
- naive bayes
- hidden variables
- graph mining
- diagnostic reasoning
- graph classification
- subgraph matching
- image decomposition
- wavelet packet
- conditional probabilities
- maximum likelihood
- relational databases