LinCbO: fast algorithm for computation of the Duquenne-Guigues basis
November 10, 2020 Β· Declared Dead Β· π Information Sciences
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Authors
Radek Janostik, Jan Konecny, Petr KrajΔa
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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