Optimizing the Calculation of Conditional Probability Tables in Hybrid Bayesian Networks Using Binary Factorization.
Martin NeilXiaoli ChenNorman E. FentonPublished in: IEEE Trans. Knowl. Data Eng. (2012)
Keyphrases
- bayesian networks
- conditional probability tables
- context specific independence
- linear gaussian
- bayesian belief networks
- graphical models
- probabilistic inference
- conditional probabilities
- probabilistic model
- knowledge engineering
- belief networks
- structure learning
- expert knowledge
- hidden variables
- parameter learning
- incomplete data
- artificial intelligence
- conditional independence
- approximate inference
- naive bayes
- fuzzy logic
- probability distribution
- domain knowledge