Additively generated (a,b)-implication functions*
| dc.contributor.author | Santos, Helida | |
| dc.contributor.author | Pereira Dimuro, Graçaliz | |
| dc.contributor.author | Bedregal, Benjamin | |
| dc.contributor.author | Paiva, Rui | |
| dc.contributor.author | Lucca, Giancarlo | |
| dc.contributor.author | Moura, Bruno | |
| dc.contributor.author | Cruz, Anderson | |
| dc.contributor.author | Bustince Sola, Humberto | |
| dc.contributor.department | Estadística, Informática y Matemáticas | es_ES |
| dc.contributor.department | Estatistika, Informatika eta Matematika | eu |
| dc.date.accessioned | 2024-10-07T18:38:44Z | |
| dc.date.available | 2024-10-07T18:38:44Z | |
| dc.date.issued | 2023 | |
| dc.date.updated | 2024-10-07T18:03:12Z | |
| dc.description.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. | en |
| dc.description.sponsorship | The authors gratefully acknowledge the partial support of Brazilian funding agencies CNPq (301618/2019-4, 200282/2022-0, 409696/2022-6), CNPq/FAPERGS (23/2551-0000126-8), Agencia Estatal de Investigación from the Government of Spain (PID2019-108392GB-I00 (AEI/10.13039/ 501100011033)), and Fundación La Caixa. | |
| dc.format.mimetype | application/pdf | en |
| dc.identifier.citation | 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. | |
| dc.identifier.doi | 10.1109/FUZZ52849.2023.10309754 | |
| dc.identifier.isbn | 979-8-3503-3228-5 | |
| dc.identifier.uri | https://academica-e.unavarra.es/handle/2454/52033 | |
| dc.language.iso | eng | |
| dc.publisher | IEEE | |
| dc.relation.ispartof | 2023 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Piscataway: IEEE; 2023. p. 1-5 979-8-3503-3228-5 | |
| dc.relation.projectID | info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-108392GB-I00/ES/ | |
| dc.relation.publisherversion | https://doi.org/10.1109/FUZZ52849.2023.10309754 | |
| dc.rights | © 2023 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other work. | |
| dc.rights.accessRights | info:eu-repo/semantics/openAccess | |
| dc.subject | (a, b)-negations | en |
| dc.subject | Additive generators | en |
| dc.subject | Aggregation functions | en |
| dc.subject | Implication operators | en |
| dc.title | Additively generated (a,b)-implication functions* | en |
| dc.type | info:eu-repo/semantics/conferenceObject | |
| dc.type.version | info:eu-repo/semantics/acceptedVersion | |
| dspace.entity.type | Publication | |
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