Monotonicity in Bayesian Networks
Linda C. van der GaagHans L. BodlaenderAd FeeldersPublished in: CoRR (2012)
Keyphrases
- bayesian networks
- structure learning
- learning bayesian networks
- probabilistic inference
- conditional independence
- probability distribution
- incomplete data
- monotonicity constraints
- conditional probabilities
- probabilistic model
- probabilistic reasoning
- graphical models
- inference in bayesian networks
- expert knowledge
- diagnostic reasoning
- parameter learning
- bayesian network learning
- random variables
- probabilistic modeling
- hidden variables
- belief revision
- machine learning