Speeding Up Inference in Markov Logic Networks by Preprocessing to Reduce the Size of the Resulting Grounded Network.
Jude W. ShavlikSriraam NatarajanPublished in: IJCAI (2009)
Keyphrases
- markov logic networks
- preprocessing
- collective classification
- statistical relational learning
- markov logic
- probabilistic reasoning
- structure learning
- first order logic
- markov networks
- graphical models
- probabilistic graphical models
- network structure
- artificial intelligence
- social networks
- dynamic bayesian networks