Structure learning of Bayesian Networks using global optimization with applications in data classification.
Sona TaheriMusa A. MammadovPublished in: Optim. Lett. (2015)
Keyphrases
- global optimization
- bayesian networks
- structure learning
- data sets
- feature selection
- bayesian network classifiers
- graphical models
- training data
- prior knowledge
- machine learning
- knowledge discovery
- data points
- probability distribution
- particle swarm optimization
- labeled data
- probabilistic model
- evolutionary algorithm
- decision trees