Investigating Markov Logic Networks for Collective Classification.
Robert CraneLuke McDowellPublished in: ICAART (1) (2012)
Keyphrases
- collective classification
- markov logic networks
- statistical relational learning
- markov networks
- structure learning
- first order logic
- relational data
- graphical models
- spam filtering
- probabilistic reasoning
- link prediction
- probabilistic graphical models
- sentiment analysis
- belief propagation
- relational learning
- inductive logic programming
- maximum margin
- conditional random fields
- probabilistic logic
- maximum likelihood
- bayesian inference
- bayesian networks
- probabilistic model
- approximate inference
- document classification
- multi task
- machine learning
- multi relational
- stereo matching
- multi label
- parameter learning
- semi supervised learning
- semi supervised
- probability distribution