Triangulation of Bayesian Networks: A Relational Database Perspective.
S. K. Michael WongDan WuCory J. ButzPublished in: Rough Sets and Current Trends in Computing (2002)
Keyphrases
- bayesian networks
- relational databases
- databases
- database
- expert knowledge
- xml data
- learning bayesian networks
- object oriented
- normal form
- structure learning
- relational data
- viewpoint
- conditional probabilities
- functional dependencies
- graphical models
- sql queries
- xml databases
- probability distribution
- inference in bayesian networks
- physical database design
- multiply sectioned bayesian networks
- semantic query
- markov blanket
- probabilistic reasoning
- incomplete data
- range data