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Parallel Induction Algorithms for Large Samples

Tohgoroh Matsui, Nobuhiro Inuzuka, Hirohisa Seki, and Hidenori Itoh. In S. Arikawa and H. Motoda, editors, Proceedings of the First International Conference on Discovery Science, volume 1532 of Lecture Notes in Artificial Intelligence, pages 397--398. Springer-Verlag, December 1998. More behind this link.

Abstract

This paper proposes three approaches to implement an ILP algorithm FOIL in parallel, partitioning the search space, the traning set, and the background knowledge. We experimented on a parallel environment to compare among these approaches and discuss the efficiency of them.

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