Reasoning About Infinite Random Structures with Relational Bayesian Networks.
Manfred JaegerPublished in: KR (1998)
Keyphrases
- bayesian networks
- probabilistic relational models
- probabilistic knowledge
- relational data
- probability distribution
- structural models
- formal theory
- probabilistic reasoning
- bayesian network structures
- relational databases
- structure learning
- neural network
- relational structures
- complex structures
- random variables
- logic programs
- conditional independence
- relational model
- entity relationship
- belief networks
- learning bayesian networks
- independent and identically distributed
- logic programming
- bayesian network structure
- maximum likelihood
- inference in bayesian networks
- probabilistic model