Exploiting Determinism to Scale Relational Inference.
Mohamed Hamza IbrahimChristopher J. PalGilles PesantPublished in: AAAI (2015)
Keyphrases
- statistical relational learning
- collective classification
- probabilistic inference
- relational learning
- scale space
- collective inference
- relational data
- relational databases
- data model
- database
- database language
- databases
- probabilistic reasoning
- inference engine
- bayesian inference
- database schema
- bayesian networks
- decision theoretic
- search engine
- bayesian model
- efficient learning
- data mining
- inference mechanism
- relational model
- markov logic
- belief networks
- object oriented