Uniqueness of the Level Two Bayesian Network Representing a Probability Distribution.
Linda SmailPublished in: Int. J. Math. Math. Sci. (2011)
Keyphrases
- probability distribution
- bayesian networks
- random variables
- conditional independence
- conditional probabilities
- posterior probability
- neural network
- probabilistic model
- sufficient conditions
- information systems
- incomplete data
- levels of abstraction
- graphical models
- higher level
- special case
- genetic algorithm
- probabilistic inference
- maximum likelihood estimation
- causal relationships
- real time
- probabilistic reasoning
- parameter learning