On Axiomatizing Probabilistic Conditional Independencies in Bayesian Networks.
Cory J. ButzPublished in: Web Intelligence (2001)
Keyphrases
- bayesian networks
- conditional independencies
- conditional independence
- probabilistic reasoning
- probabilistic model
- graphical models
- posterior probability
- conditional probabilities
- probabilistic inference
- structure learning
- probability distribution
- structural learning
- random variables
- probability theory
- dynamic bayesian networks
- exact inference
- causal networks
- markov networks
- causal models
- information theoretic
- continuous variables
- equivalence classes
- probabilistic networks
- naive bayes
- data sets