A Matrix-Based Genetic Algorithm for Structure Learning of Bayesian Networks.
Song KoDae-Won KimBo-Yeong KangPublished in: Int. J. Fuzzy Log. Intell. Syst. (2011)
Keyphrases
- structure learning
- bayesian networks
- genetic algorithm
- graphical models
- learning bayesian networks
- parameter learning
- conditional independence
- bayesian network classifiers
- markov logic networks
- probabilistic inference
- markov blanket
- probabilistic reasoning
- neural network
- probabilistic model
- transfer learning
- markov networks
- structure learning algorithm
- parameter estimation
- structure and parameter learning
- approximate inference
- dynamic bayesian networks
- random variables
- bayesian network structures
- incomplete data
- posterior probability
- continuous variables
- network structure
- naive bayes
- hidden variables
- conditional probabilities
- exact inference
- semi supervised
- information extraction
- probability distribution