Assessing the foundation for Bayesian networks: a challenge to the principles and the practice.
Frank LadPublished in: Soft Comput. (1999)
Keyphrases
- bayesian networks
- learning bayesian networks
- data sets
- conditional probabilities
- graphical models
- special case
- domain knowledge
- probability distribution
- bayesian network structure
- probabilistic knowledge
- incomplete data
- structure learning
- inference in bayesian networks
- learning environment
- real time
- continuous variables
- probabilistic reasoning
- conditional independence
- hidden variables
- theoretical foundation
- real world
- website
- probabilistic model