Discriminative Parameter Learning of Bayesian Networks Using Differential Evolution: A Preliminary Analysis.
Alejandro Platas-LópezNicandro Cruz-RamírezEfrén Mezura-MontesAlejandro Guerra-HernándezPublished in: Res. Comput. Sci. (2020)
Keyphrases
- differential evolution
- preliminary analysis
- bayesian network classifiers
- bayesian networks
- evolutionary algorithm
- optimization algorithm
- particle swarm optimization
- structure learning
- differential evolution algorithm
- optimization method
- tree augmented naive bayes
- numerical optimization problems
- global optimization problems
- bayesian network structure
- parameter optimization
- genetic algorithm
- naive bayes
- graphical models
- discriminative learning
- conditional probabilities
- multi objective
- probabilistic inference
- parameter learning
- probabilistic model
- probability distribution
- random variables
- conditional independence
- knn
- training data
- bayesian network models
- solving global optimization problems
- naive bayes classifier
- incomplete data
- feature selection