Discovery of functional relationships in multi-relational data using inductive logic programming

@article{Alves2004DiscoveryOF,
  title={Discovery of functional relationships in multi-relational data using inductive logic programming},
  author={Alexessander Alves and Rui Camacho and Eug{\'e}nio C. Oliveira},
  journal={Fourth IEEE International Conference on Data Mining (ICDM'04)},
  year={2004},
  pages={319-322}
}
ILP systems have been largely applied to data mining classification tasks with a considerable success. The use of ILP systems in regression tasks has been far less successful. Current systems have very limited numerical reasoning capabilities, which limits the application of ILP to discovery of functional relationships of numeric nature. This paper proposes… CONTINUE READING