An evaluation of automated structure learning with Bayesian networks: An application to estuarine chlorophyll dynamics.
Ibrahim AlameddineYoonKyung ChaKenneth H. ReckhowPublished in: Environ. Model. Softw. (2011)
Keyphrases
- structure learning
- bayesian networks
- learning bayesian networks
- conditional independence
- graphical models
- parameter learning
- bayesian network classifiers
- bayesian network structure learning
- structure learning algorithm
- markov logic networks
- structure and parameter learning
- probabilistic inference
- bayesian network structures
- transfer learning
- conditional probabilities
- continuous variables
- dynamic bayesian networks
- probability distribution
- hidden variables
- network structure
- probabilistic reasoning
- bayesian network structure
- social networks
- image segmentation
- feature space
- active learning
- parameter estimation
- exact inference
- sample size
- markov networks