Incremental Compilation of Bayesian networks
M. Julia FloresJosé A. GámezKristian G. OlesenPublished in: CoRR (2012)
Keyphrases
- bayesian networks
- learning bayesian networks
- incremental learning
- probabilistic inference
- inference in bayesian networks
- conditional independence
- incomplete data
- bayesian network inference
- data driven
- graphical models
- probabilistic model
- conditional probabilities
- hidden variables
- probabilistic reasoning
- probabilistic modeling
- domain knowledge
- probability distribution
- training data
- artificial intelligence
- structure learning
- incremental clustering
- parameter learning
- data sets
- incremental version
- neural network
- diagnostic reasoning
- machine learning
- bayesian network classifiers
- single pass
- continuous variables
- search engine
- expert knowledge