Boosting learning and inference in Markov logic through metaheuristics.
Marenglen BibaStefano FerilliFloriana EspositoPublished in: Appl. Intell. (2011)
Keyphrases
- markov logic
- learning algorithm
- entity resolution
- web scale
- markov logic networks
- coreference resolution
- inductive logic programming
- probabilistic graphical models
- first order logic
- markov networks
- integrating multiple
- supervised learning
- active learning
- prior knowledge
- latent variables
- machine learning
- probabilistic reasoning
- statistical models
- structured prediction
- probabilistic model
- domain knowledge
- inference problems
- feature selection
- relational domains