Learning graphical models for relational data via lattice search.
Oliver SchulteHassan KhosraviPublished in: Mach. Learn. (2012)
Keyphrases
- relational data
- graphical models
- relational dependency networks
- relational models
- relational learning
- statistical relational learning
- collective classification
- relational databases
- relational domains
- statistical models
- belief propagation
- probabilistic model
- relational classification
- approximate inference
- probabilistic graphical models
- random variables
- probabilistic inference
- databases
- bayesian networks
- belief networks
- structure learning
- conditional independence
- structured data
- xml documents
- learning algorithm