Two generalizations of the semi-graphoid rule of probabilistic independence and more.
Janneke H. BoltPublished in: Int. J. Approx. Reason. (2023)
Keyphrases
- conditional independence
- bayesian networks
- independence assumption
- association rules
- probabilistic model
- rule learning
- databases
- information systems
- inference process
- generative model
- uncertain data
- data driven
- probabilistic approaches
- probabilistic logic
- logic programming
- real time
- knowledge representation
- expert systems
- search algorithm
- data sets