Generating Random Bayesian Networks with Constraints on Induced Width.
Jaime Shinsuke IdeFábio Gagliardi CozmanFabio Tozeto RamosPublished in: ECAI (2004)
Keyphrases
- databases
- bayesian networks
- database
- constraint satisfaction
- observable variables
- data sets
- continuous variables
- graphical models
- feature selection
- neural network
- case study
- clustering algorithm
- constraint programming
- hidden variables
- conditional independence
- uniformly distributed
- linear constraints
- bayesian network learning
- multiply sectioned bayesian networks