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* Corresponding author 1 ORPAILLEUR - Knowledge representation, reasonning INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications 2 School of Computing Science 3 LIRMM-TATOO - Fouille de données environnementales LIRMM - Laboratoire d-Informatique de Robotique et de Microélectronique de Montpellier

Abstract : In this paper, we tackle the problem of efficient skycube computation. We introduce a novel approach significantly reducing domination tests for a given subspace and the number of subspaces searched. Technically, we identify two types of skyline points that can be directly derived without using any domination tests. Moreover, based on formal concept analysis, we introduce two closure operators that enable a concise representation of skyline cubes. We show that this concise representation is easy to compute and develop an efficient algorithm, which only needs to search a small portion of the huge search space. We show with empirical results the merits of our approach.

Keywords : skylines skycubes formal concept analysis





Autor: Chedy Raïssi - Jian Pei - Thomas Kister -

Fuente: https://hal.archives-ouvertes.fr/



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