Bayesian Networks: a Non-Frequentist Approach for Parametrization, and a more Accurate Structural Complexity Measure Bayesian Networks Learning.
Sylvain GellyOlivier TeytaudPublished in: Rev. d'Intelligence Artif. (2006)
Keyphrases
- bayesian networks
- learning bayesian networks from data
- hidden variables
- learning bayesian networks
- learning process
- parameter learning
- structure learning algorithm
- bayesian network structure
- bayesian network structures
- online learning
- learning systems
- bayesian network learning
- complex domains
- supervised learning
- markov blanket
- context specific independence
- bayesian network classifiers
- dynamic bayesian networks
- inference in bayesian networks
- junction tree
- learning algorithm
- structure learning
- incomplete data
- knowledge acquisition
- prior knowledge
- similarity measure
- probabilistic reasoning
- markov networks
- probabilistic modeling
- mobile learning
- complexity measures
- structural models
- high accuracy
- probabilistic model
- reinforcement learning
- machine learning