Bayesian Networks for Variable Groups.
Pekka ParviainenSamuel KaskiPublished in: Probabilistic Graphical Models (2016)
Keyphrases
- bayesian networks
- continuous variables
- markov blanket
- probabilistic model
- learning bayesian networks
- probability distribution
- naive bayes
- structure learning
- conditional independence
- genetic algorithm
- inference in bayesian networks
- probabilistic modeling
- causal relationships
- hidden variables
- incomplete data
- graphical models
- artificial intelligence
- database
- probabilistic reasoning
- probabilistic inference
- parameter learning
- junction tree
- expert knowledge
- observed variables