LinCbO: fast algorithm for computation of the Duquenne-Guigues basis

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Authors Radek Janostik, Jan Konecny, Petr Krajča arXiv ID 2011.04928 Category cs.DS: Data Structures & Algorithms Citations 13 Venue Information Sciences Last Checked 3 months ago
Abstract
We propose and evaluate a novel algorithm for computation of the Duquenne-Guigues basis which combines Close-by-One and LinClosure algorithms. This combination enables us to reuse attribute counters used in LinClosure and speed up the computation. Our experimental evaluation shows that it is the most efficient algorithm for computation of the Duquenne-Guigues basis.
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