Structure Learning of Markov Logic Networks through Iterated Local Search.
Marenglen BibaStefano FerilliFloriana EspositoPublished in: ECAI (2008)
Keyphrases
- structure learning
- markov logic networks
- graphical models
- bayesian networks
- conditional independence
- parameter learning
- tabu search
- transfer learning
- parameter estimation
- markov networks
- network structure
- sample size
- probabilistic model
- belief propagation
- first order logic
- probabilistic reasoning
- probabilistic inference
- text classification
- special case
- knowledge representation
- machine learning