Incremental Compilation of Bayesian Networks Based on Maximal Prime Subgraphs.
M. Julia FloresJosé A. GámezKristian G. OlesenPublished in: Int. J. Uncertain. Fuzziness Knowl. Based Syst. (2011)
Keyphrases
- bayesian networks
- incremental learning
- graph mining
- probabilistic reasoning
- graphical models
- probabilistic model
- conditional independence
- learning bayesian networks
- data structure
- inference in bayesian networks
- structure learning
- conditional probabilities
- probabilistic inference
- incomplete data
- graph databases
- probability distribution
- bayesian network classifiers
- data driven
- multiply sectioned bayesian networks
- polynomial delay
- model counting
- incremental clustering
- incremental algorithms
- data mining
- expert knowledge
- random variables