A Construction of Bayesian Networks from Databases Based on an MDL Principle.
Joe SuzukiPublished in: UAI (1993)
Keyphrases
- mdl principle
- bayesian networks
- databases
- minimum description length
- relational databases
- database
- database systems
- conditional independence
- information theory
- data model
- knowledge discovery
- data management
- polynomial regression
- database applications
- data sets
- special case
- learning algorithm
- inference in bayesian networks
- data integration
- random variables
- data warehouse
- probabilistic inference
- probabilistic reasoning
- computer vision