Please use this identifier to cite or link to this item: http://hdl.handle.net/10216/75047
Author(s): Nuno Fonseca
Rui Camacho
Fernado Silva
Title: A parallel ILP algorithm that incorporates incremental batch learning
Issue Date: 2003
Abstract: 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 novelparallel algorithm that incorporates into ILP the method of incremen-tal batch learning. The theoretical complexity of the algorithm indicatesthat a linear speedup can be achieved.
Subject: Engenharia de computadores, Engenharia electrotécnica, electrónica e informática
Call Number: 64365
URI: http://hdl.handle.net/10216/75047
Source: 14th European Conference on Machine Learning (ECML 2003)
Document Type: Artigo em Livro de Atas de Conferência Internacional
Rights: openAccess
License: https://creativecommons.org/licenses/by-nc/4.0/
Appears in Collections:FEUP - Artigo em Livro de Atas de Conferência Internacional

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