Boosting Inductive Logic Programming via Decomposition, Merging, and Refinement.
Andrej ChovanecRoman BartákPublished in: ICTAI (2011)
Keyphrases
- inductive logic programming
- refinement operators
- background knowledge
- relational learning
- logic programs
- multi relational classification
- relational data mining
- concept learning
- machine learning
- logic programming
- first order logic
- rule learning
- learning algorithm
- statistical relational learning
- finite element mesh
- multi relational data mining
- predicate invention
- ensemble methods
- description logics
- ilp systems
- knowledge representation
- prior knowledge
- expert systems
- feature selection