FastLAS: Scalable Inductive Logic Programming Incorporating Domain-Specific Optimisation Criteria.
Mark LawAlessandra RussoElisa BertinoKrysia BrodaJorge LoboPublished in: AAAI (2020)
Keyphrases
- inductive logic programming
- domain specific
- background knowledge
- relational learning
- general purpose
- relational data mining
- logic programs
- logic programming
- first order logic
- rule learning
- machine learning
- knowledge discovery in databases
- web scale
- multi relational classification
- multi relational data mining
- predicate invention
- statistical relational learning
- ilp systems
- finite element mesh
- genetic algorithm
- definite clause
- refinement operators
- subgroup discovery
- rule learner
- information extraction
- data points
- reinforcement learning