Learning Structured Bayesian Networks: Combining Abstraction Hierarchies and Tree-Structured Conditional Probability Tables.
Marie desJardinsPriyang RathodLise GetoorPublished in: Comput. Intell. (2008)
Keyphrases
- conditional probability tables
- bayesian networks
- context specific independence
- bayesian belief networks
- knowledge engineering
- belief networks
- conditional probabilities
- learning algorithm
- graphical models
- structure learning
- probabilistic inference
- parameter learning
- supervised learning
- hidden variables
- probability distribution
- belief propagation
- reinforcement learning
- artificial neural networks
- conditional independence
- object oriented
- decision theoretic
- probabilistic model
- learning process