Attaining Monotonicity for Bayesian Networks.
Merel T. RietbergenLinda C. van der GaagPublished in: ECSQARU (2011)
Keyphrases
- bayesian networks
- probabilistic model
- inference in bayesian networks
- probabilistic reasoning
- bayesian network learning
- bayesian network structures
- learning bayesian networks
- graphical models
- hidden variables
- structure learning
- conditional independence
- social networks
- bayesian belief networks
- incomplete data
- probabilistic inference
- bayesian network structure
- monotonicity constraints
- approximate inference
- random variables
- parameter learning
- markov blanket
- diagnostic reasoning
- probability distribution
- classification accuracy
- bayesian network models
- bayesian network inference
- conditional probabilities