Please use this identifier to cite or link to this item: https://hdl.handle.net/10216/76037
Author(s): Rui Camacho
Title: Improving the efficiency of ILP systems using an incremental language level search
Issue Date: 2002
Abstract: We propose and evaluate a technique to improve the eciency of an ILP system. The technique avoids the generation of useless hypotheses.It denes a language bias coupled with a search strategy and is called Incremental Language Level Search (ILLS). The techniques havebeen encoded in the ILP system IndLog. The proposal leads to substantial eciency improvements in a set of ILP datasets referenced on theliterature.
Subject: Engenharia de computadores, Engenharia electrotécnica, electrónica e informática
Computer engineering, Electrical engineering, Electronic engineering, Information engineering
Scientific areas: Ciências da engenharia e tecnologias::Engenharia electrotécnica, electrónica e informática
Engineering and technology::Electrical engineering, Electronic engineering, Information engineering
URI: https://repositorio-aberto.up.pt/handle/10216/76037
Source: Twelfth Belgian-Dutch Conference on Machine Learning (Benelearn 2002)
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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