A parallel ILP algorithm that incorporates incremental batch learning

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Nuno Fonseca; Rui Camacho; Fernado Silva;
  • Subject: :Electrical engineering, Electronic engineering, Information engineering [Engineering and technology] | Computer engineering, Electrical engineering, Electronic engineering, Information engineering | :Engenharia electrotécnica, electrónica e informática [Ciências da engenharia e tecnologias] | Engenharia de computadores, Engenharia electrotécnica, electrónica e informática

In this paper we tackle the problems of eciency and scala-bility faced by Inductive Logic Programming (ILP) systems. We proposethe use of parallelism to improve eciency and the use of an incrementalbatch learning to address the scalability problem. We describe a novelpa... View more
  • References (5)

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    3. C. Nedellec, C. Rouveirol, H. Ade, F. Bergadano, and B. Tausend. Declarative bias in ILP. In L. De Raedt, ed., Advances in Inductive Logic Programming, pages 82{103. IOS Press, 1996.

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