Join Bayes Nets: A new type of Bayes net for relational data
Oliver SchulteHassan KhosraviFlavia MoserMartin EsterPublished in: CoRR (2008)
Keyphrases
- bayes nets
- relational data
- bayes net
- statistical relational learning
- relational learning
- relational databases
- efficient learning
- probabilistic inference
- structured data
- functional dependencies
- bayesian networks
- rule learning
- data objects
- xml documents
- reasoning under uncertainty
- knowledge representation
- inductive logic programming
- xml data
- structure learning
- markov logic networks
- query processing
- machine learning
- object oriented
- data model