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New simplification rules for databases with positive and negative attributes
Depto. de Matemática Aplicada, Universidad de Málaga, Andalucía Tech, Málaga, Spain.ORCID iD: 0000-0002-0172-1585
Umeå University, Faculty of Science and Technology, Department of Computing Science.ORCID iD: 0000-0003-4785-6802
Depto. de Matemática Aplicada, Universidad de Málaga, Andalucía Tech, Málaga, Spain.ORCID iD: 0000-0003-0769-436X
2025 (English)In: Mathematics, E-ISSN 2227-7390, Vol. 13, no 2, p. 309-309Article in journal (Refereed) Published
Abstract [en]

In this paper, new logical equivalences are presented within the simplification logic with mixed attributes paradigm, which allow the obtention of bases of shorter, easier-to-read attribute implications. In addition to the theoretical results which show that the proposed equivalences indeed hold in simplification logic with mixed attributes, experimental results which showcase the effectiveness of this method are also provided. Furthermore, the simplification method presented is iterative and gives sufficiently good results in only one or two iterations, therefore presenting itself as a reasonable procedure in time-sensitive experiments.

Place, publisher, year, edition, pages
MDPI, 2025. Vol. 13, no 2, p. 309-309
Keywords [en]
formal concept analysis, simplification logic, mixed attributes, size reduction, implication basis
National Category
Computational Mathematics Computer and Information Sciences
Research subject
Mathematics
Identifiers
URN: urn:nbn:se:umu:diva-234398DOI: 10.3390/math13020309ISI: 001404480800001Scopus ID: 2-s2.0-85215802575OAI: oai:DiVA.org:umu-234398DiVA, id: diva2:1929962
Funder
European Social Fund (ESF), JCSMK24-0053European Social Fund (ESF), PID2021-127870OB-I00The Kempe FoundationsAvailable from: 2025-01-21 Created: 2025-01-21 Last updated: 2025-02-03Bibliographically approved

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Ojeda-Hernández, Manuel

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López-Rodríguez, DomingoOjeda-Hernández, ManuelBejines, Carlos
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