Grammar-Guided Evolutionary Construction of Bayesian Networks.
José María FontDaniel ManriqueEduardo PascuaPublished in: IWINAC (1) (2011)
Keyphrases
- bayesian networks
- stochastic context free grammars
- genetic algorithm
- natural language
- conditional independence
- multiply sectioned bayesian networks
- evolutionary computation
- random variables
- natural language processing
- probability distribution
- probabilistic model
- neural network
- structure learning
- probabilistic reasoning
- context free grammars
- learning bayesian networks
- construction process
- inference in bayesian networks
- evolutionary methods
- graph grammars
- incomplete data
- grammatical inference
- linguistic knowledge
- parameter learning
- expert knowledge
- conditional probabilities
- information extraction
- multi objective
- machine learning