BNC-PSO: structure learning of Bayesian networks by Particle Swarm Optimization.
Soheila GheisariMohammad Reza MeybodiPublished in: Inf. Sci. (2016)
Keyphrases
- structure learning
- particle swarm optimization
- bayesian networks
- pso algorithm
- particle swarm optimization pso
- graphical models
- bayesian network classifiers
- particle swarm optimization algorithm
- conditional independence
- multi objective
- differential evolution
- parameter learning
- markov logic networks
- genetic algorithm
- continuous variables
- probabilistic reasoning
- markov networks
- markov blanket
- posterior probability
- probability distribution
- parameter estimation
- probabilistic model
- random variables
- naive bayes
- structure learning algorithm
- sample size
- bayesian network structures