A comparative study on swarm intelligence for structure learning of Bayesian networks.
Junzhong JiCuicui YangJiming LiuJinduo LiuBaocai YinPublished in: Soft Comput. (2017)
Keyphrases
- swarm intelligence
- structure learning
- bayesian networks
- learning bayesian networks
- graphical models
- particle swarm optimization
- parameter learning
- ant colony optimization
- conditional independence
- computational intelligence
- bayesian network classifiers
- evolutionary computation
- ant colonies
- social behavior
- parameter estimation
- markov logic networks
- particle swarm optimization pso
- probabilistic model
- bayesian network structures
- structure learning algorithm
- markov blanket
- theoretical and empirical study
- probability distribution
- probabilistic reasoning
- social insects
- collective behavior
- structure and parameter learning
- posterior probability
- markov networks
- incomplete data
- network structure
- random variables
- hidden variables
- sample size
- machine learning
- transfer learning
- optimization algorithm
- generative model
- artificial intelligence