D-Separation and computation of probability distributions in Bayesian networks.
Linda SmailPublished in: Artif. Intell. Rev. (2009)
Keyphrases
- probability distribution
- bayesian networks
- random variables
- conditional probabilities
- conditional independence
- sets of probability measures
- structure learning
- inference in bayesian networks
- graphical models
- probabilistic reasoning
- probabilistic model
- posterior probability
- hidden variables
- probabilistic inference
- posterior distribution
- website
- artificial intelligence
- machine learning
- incomplete data
- real time
- belief networks
- efficient computation
- complex domains
- learning bayesian networks
- diagnostic reasoning