Getting adaptability or expressivity in inductive logic programming by using fuzzy predicates.
Henri PradeMathieu SerrurierPublished in: FUZZ-IEEE (2004)
Keyphrases
- inductive logic programming
- predicate invention
- background knowledge
- horn clauses
- relational learning
- logic programs
- relational data mining
- fuzzy logic
- first order logic
- machine learning
- statistical relational learning
- rule learning
- fuzzy sets
- multi relational classification
- knowledge discovery in databases
- membership functions
- multi relational data mining
- finite element mesh
- logic programming
- fuzzy numbers
- fuzzy rules
- higher order
- ilp systems
- multi relational
- object oriented
- data model
- prior knowledge
- xml documents
- pairwise
- search algorithm