Inductive Logic Programming via Differentiable Deep Neural Logic Networks.
Ali PayaniFaramarz FekriPublished in: CoRR (2019)
Keyphrases
- inductive logic programming
- logic programming
- computational logic
- background knowledge
- relational learning
- logic programs
- horn clauses
- first order logic
- relational data mining
- statistical relational learning
- predicate invention
- ilp systems
- machine learning
- refinement operators
- logical theories
- rule learning
- finite element mesh
- social networks
- inference rules
- programming language
- domain knowledge
- objective function
- multi relational classification
- modal logic
- higher order
- object oriented
- knowledge discovery
- multi relational data mining
- rule learner
- bayesian networks
- knowledge base