Discrete fuzzy integrals and their applications

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dc.contributor.advisorLópez Molina, Carlos
dc.contributor.advisorPereira Dimuro, Graçaliz
dc.contributor.authorWieczynski, Jonata
dc.contributor.departmentEstadística, Informática y Matemáticases_ES
dc.contributor.departmentEstatistika, Informatika eta Matematikaeu
dc.date.accessioned2025-02-04T07:36:15Z
dc.date.issued2025
dc.date.submitted2025-01-31
dc.description.abstractThis doctoral thesis introduces new generalizations of discrete fuzzy integrals with three distinct applications. We introduce four new families of discrete fuzzy integrals, including the d-XChoquet integral, the dCF -integrals, and the extended families of discrete Choquet and Sugeno integrals. These new generalizations are designed to provide better flexibility and performance in applications. In addition, we investigate the theoretical properties of these new integral generalizations, such as monotonicity. Furthermore, extensive experiments are conducted to compare the performance of the new, proposed, integrals with existing ones in three distinct applications: in classification, decision-making analysis, and in brain signal processing. The results demonstrate that the proposed generalizations perform better than other discrete fuzzy integrals in most applications.en
dc.description.doctorateProgramPrograma de Doctorado en Ciencias y Tecnologías Industriales (RD 99/2011)es_ES
dc.description.doctorateProgramIndustria Zientzietako eta Teknologietako Doktoretza Programa (ED 99/2011)eu
dc.embargo.lift2027-01-31
dc.embargo.terms2027-01-31
dc.format.extent168 p.
dc.format.mimetypeapplication/pdfen
dc.identifier.doi10.48035/Tesis/2454/53270
dc.identifier.urihttps://academica-e.unavarra.es/handle/2454/53270
dc.language.isoeng
dc.relation.publisherversionhttps://doi.org/10.48035/Tesis/2454/53270
dc.rightsCreative Commons Reconocimiento-NoComercial-CompartirIgual 4.0 Internacional (CC BY-NC-SA 4.0)
dc.rights.accessRightsinfo:eu-repo/semantics/embargoedAccess
dc.rights.urihttps://creativecommons.org/licenses/by-nc-sa/4.0/deed.es/
dc.subjectd-XChoquet integralen
dc.subjectdCF -integralsen
dc.subjectFamilies of discrete Choquet and Sugeno integralsen
dc.subjectBetter flexibility and performanceen
dc.subjectMonotonicityen
dc.subjectClassificationen
dc.subjectDecision-making analysisen
dc.subjectBrain signal processingen
dc.titleDiscrete fuzzy integrals and their applicationsen
dc.title.alternativeIntegrales difusas discretas y sus aplicacioneses_ES
dc.typeinfo:eu-repo/semantics/doctoralThesis
dspace.entity.typePublication
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