Additively generated (a,b)-implication functions*

Date

2023

Authors

Director

Publisher

IEEE
Acceso abierto / Sarbide irekia
Contribución a congreso / Biltzarrerako ekarpena
Versión aceptada / Onetsi den bertsioa

Project identifier

  • AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-108392GB-I00/ES/ recolecta
Impacto
No disponible en Scopus

Abstract

Some problems involving classification through neural networks are known to use inputs out of the scope of the unit interval. Therefore, defining operations on arbitrary closed real intervals may be an interesting strategy to tackle this issue and enhance those application environments. In this paper we follow the ideas already discussed in the literature regarding (a,b)-fusion functions, and (a,b)-negations, to provide a new way to construct implication functions. The main idea is to construct an operator using additively generated functions that preserve the properties required by implication functions.

Description

Keywords

(a, b)-negations, Additive generators, Aggregation functions, Implication operators

Department

Estadística, Informática y Matemáticas / Estatistika, Informatika eta Matematika

Faculty/School

Degree

Doctorate program

item.page.cita

Santos, H., Dimuro, G. P., Bedregal, B., Paiva, R., Asmus, T., Lucca, G., Moura, B., Cruz, A., Bustince, H. (2023) Additively Generated (a,b)-implication functions*. In IEEE International Conference on Fuzzy Systems, 2023 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (pp. 1-5). IEEE. https://doi.org/10.1109/FUZZ52849.2023.10309754.

item.page.rights

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