The interval-valued Choquet integral based on admissible permutations
| dc.contributor.author | Paternain Dallo, Daniel | |
| dc.contributor.author | Miguel Turullols, Laura de | |
| dc.contributor.author | Ochoa Lezaun, Gustavo | |
| dc.contributor.author | Lizasoain Iriso, María Inmaculada | |
| dc.contributor.author | Mesiar, Radko | |
| dc.contributor.author | Bustince Sola, Humberto | |
| dc.contributor.department | Estatistika, Informatika eta Matematika | eu |
| dc.contributor.department | Institute of Smart Cities - ISC | en |
| dc.contributor.department | Institute for Advanced Materials and Mathematics - INAMAT2 | en |
| dc.contributor.department | Estadística, Informática y Matemáticas | es_ES |
| dc.contributor.funder | Universidad Pública de Navarra / Nafarroako Unibertsitate Publikoa | es |
| dc.date.accessioned | 2019-10-22T08:33:02Z | |
| dc.date.available | 2020-08-01T23:00:17Z | |
| dc.date.issued | 2018 | |
| dc.description.abstract | Aggregation or fusion of interval data is not a trivial task, since the necessity of arranging data arises in many aggregation functions, such as OWA operators or the Choquet integral. Some arranging procedures have been given to solve this problem, but they need certain parameters to be set. In order to solve this problem, in this work we propose the concept of an admissible permutation of intervals. Based on this concept, which avoids any parameter selection, we propose a new approach for the interval-valued Choquet integral that takes into account every possible permutation fitting to the considered ordinal structure of data. Finally, a consensus among all the permutations is constructed. | en |
| dc.description.sponsorship | This work has been partially supported by MINECO, AEI/FEDER,UE under grant TIN2016-77356-P, by grant VEGA 1/0420/15, by grant LQ1602 IT4Innovations excellence in science and by the Research Services of the Universidad Publica de Navarra. | en |
| dc.embargo.lift | 2020-08-01 | |
| dc.embargo.terms | 2020-08-01 | |
| dc.format.extent | 10 p. | |
| dc.format.mimetype | application/pdf | en |
| dc.identifier.doi | 10.1109/TFUZZ.2018.2886157 | |
| dc.identifier.issn | 1063-6706 | |
| dc.identifier.uri | https://academica-e.unavarra.es/handle/2454/35275 | |
| dc.language.iso | eng | en |
| dc.publisher | IEEE | en |
| dc.relation.ispartof | IEEE Transactions on Fuzzy Systems, vol. 27, no. 8, August 2019 | en |
| dc.relation.projectID | info:eu-repo/grantAgreement/ES/1PE/TIN2016-77356-P/ | |
| dc.relation.publisherversion | https://doi.org/10.1109/TFUZZ.2018.2886157 | |
| dc.rights | © 2019 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. | en |
| dc.rights.accessRights | info:eu-repo/semantics/openAccess | |
| dc.subject | Admissible order | en |
| dc.subject | Admissible permutation | en |
| dc.subject | Choquet integral | en |
| dc.subject | Information fusion | en |
| dc.subject | Interval-valued Choquet integral | en |
| dc.title | The interval-valued Choquet integral based on admissible permutations | en |
| dc.type | info:eu-repo/semantics/article | |
| dc.type.version | info:eu-repo/semantics/acceptedVersion | |
| dspace.entity.type | Publication | |
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