Improving Expressivity of Inductive Logic Programming by Learning Different Kinds of Fuzzy Rules.
Mathieu SerrurierHenri PradePublished in: Soft Comput. (2007)
Keyphrases
- rule learner
- inductive logic programming
- rule learning
- rule sets
- fuzzy rules
- relational learning
- background knowledge
- learning scheme
- membership functions
- predicate invention
- ilp systems
- rule base
- machine learning
- fuzzy logic
- first order logic
- learning algorithm
- refinement operators
- logic programs
- fuzzy model
- statistical relational learning
- fuzzy systems
- evolutionary algorithm
- learning process
- fuzzy inference system
- reinforcement learning
- artificial intelligence
- prior knowledge
- learning tasks
- active learning
- information extraction
- genetic programming