Structure Learning of Bayesian Networks Using Dual Genetic Algorithm.
Jaehun LeeWooyong ChungEuntai KimPublished in: IEICE Trans. Inf. Syst. (2008)
Keyphrases
- structure learning
- bayesian networks
- genetic algorithm
- learning bayesian networks
- graphical models
- parameter learning
- conditional independence
- bayesian network structure learning
- markov logic networks
- markov blanket
- structure learning algorithm
- bayesian network classifiers
- probabilistic model
- structure and parameter learning
- bayesian network structures
- markov networks
- probability distribution
- continuous variables
- bayesian network structure
- random variables
- dynamic bayesian networks
- exact inference
- transfer learning
- posterior probability
- approximate inference
- probabilistic inference
- probabilistic graphical models
- hidden variables
- conditional probabilities
- probabilistic reasoning
- upper bound
- neural network
- conditional independence tests
- learning algorithm