Structure Learning of Bayesian Networks Using Elephant Swarm Water Search Algorithm.
Shahab Wahhab KareemMehmet Cudi OkurPublished in: Int. J. Swarm Intell. Res. (2020)
Keyphrases
- structure learning
- bayesian networks
- search algorithm
- search space
- graphical models
- parameter learning
- learning bayesian networks
- conditional independence
- bayesian network classifiers
- markov blanket
- dynamic bayesian networks
- bayesian network structures
- probabilistic reasoning
- structure learning algorithm
- markov logic networks
- posterior probability
- approximate inference
- bayesian network structure
- structure and parameter learning
- probability distribution
- random variables
- hidden variables
- probabilistic model
- conditional probabilities
- markov networks
- network structure
- parameter estimation
- continuous variables
- probabilistic inference
- exact inference
- decision trees
- pairwise
- transfer learning
- incomplete data
- machine learning
- hill climbing