Neural Relational Learning Through Semi-Propositionalization of Bottom Clauses.
Manoel Vitor Macedo FrançaGerson ZaveruchaArtur S. d'Avila GarcezPublished in: AAAI Spring Symposia (2015)
Keyphrases
- relational learning
- refinement operators
- inductive logic programming
- relational data
- ilp systems
- information extraction
- background knowledge
- first order logic
- statistical relational learning
- rule learning
- databases
- learning problems
- search space
- gaussian processes
- active learning
- relational databases
- rule learner
- prior knowledge
- expert systems
- computational complexity
- natural language
- decision trees
- machine learning