Discrete fuzzy integrals and their applications

Consultable a partir de

2027-01-31

Date

2025

Publisher

Acceso embargado / Sarbidea bahitua dago
Tesis doctoral / Doktoretza tesia

Project identifier

Impacto
OpenAlexGoogle Scholar
No disponible en Scopus

Abstract

This 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.

Description

Keywords

d-XChoquet integral, dCF -integrals, Families of discrete Choquet and Sugeno integrals, Better flexibility and performance, Monotonicity, Classification, Decision-making analysis, Brain signal processing

Department

Estadística, Informática y Matemáticas / Estatistika, Informatika eta Matematika

Faculty/School

Degree

Doctorate program

Programa de Doctorado en Ciencias y Tecnologías Industriales (RD 99/2011)
Industria Zientzietako eta Teknologietako Doktoretza Programa (ED 99/2011)

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item.page.rights

Creative Commons Reconocimiento-NoComercial-CompartirIgual 4.0 Internacional (CC BY-NC-SA 4.0)

Licencia

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