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Pre-aggregation functions: construction and an application
dc.creator | Lucca, Giancarlo | es_ES |
dc.creator | Sanz Delgado, José Antonio | es_ES |
dc.creator | Pereira Dimuro, Graçaliz | es_ES |
dc.creator | Bedregal, Benjamin | es_ES |
dc.creator | Mesiar, Radko | es_ES |
dc.creator | Kolesárová, Anna | es_ES |
dc.creator | Bustince Sola, Humberto | es_ES |
dc.date.accessioned | 2015-07-27T10:15:49Z | |
dc.date.available | 2015-07-27T10:15:49Z | |
dc.date.issued | 2015 | |
dc.identifier.citation | G. Lucca et al., "Preaggregation Functions: Construction and an Application," in IEEE Transactions on Fuzzy Systems, vol. 24, no. 2, pp. 260-272, April 2016. doi: 10.1109/TFUZZ.2015.2453020 | en |
dc.identifier.issn | 1063-6706 | |
dc.identifier.uri | https://hdl.handle.net/2454/17691 | |
dc.description.abstract | In this work we introduce the notion of preaggregation function. Such a function satisfies the same boundary conditions as an aggregation function, but, instead of requiring monotonicity, only monotonicity along some fixed direction (directional monotonicity) is required. We present some examples of such functions. We propose three different methods to build pre-aggregation functions. We experimentally show that in fuzzy rule-based classification systems, when we use one of these methods, namely, the one based on the use of the Choquet integral replacing the product by other aggregation functions, if we consider the minimum or the Hamacher product t-norms for such construction, we improve the results obtained when applying the fuzzy reasoning methods obtained using two classical averaging operators like the maximum and the Choquet integral. | en |
dc.description.sponsorship | This work was supported in part by the Spanish Ministry of Science and Technology under projects TIN2008-06681-C06-01, TIN2010- 15055, TIN2013-40765-P, TIN2011-29520. | en |
dc.format.mimetype | application/pdf | en |
dc.language.iso | eng | en |
dc.publisher | IEEE | en |
dc.relation.ispartof | IEEE Transactions on Fuzzy Systems | en |
dc.rights | © 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, 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 components of this work in other works. | en |
dc.subject | Aggregation functions | en |
dc.subject | Directional monotonicity | en |
dc.subject | Fuzzy measures | en |
dc.subject | Choquet integral | en |
dc.subject | Fuzzy rule-based classification systems | en |
dc.subject | Fuzzy reasoning method | en |
dc.title | Pre-aggregation functions: construction and an application | en |
dc.type | Artículo / Artikulua | es |
dc.type | info:eu-repo/semantics/article | en |
dc.contributor.department | Automática y Computación | es_ES |
dc.contributor.department | Automatika eta Konputazioa | eu |
dc.rights.accessRights | Acceso abierto / Sarbide irekia | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | en |
dc.identifier.doi | 10.1109/TFUZZ.2015.2453020 | |
dc.relation.projectID | info:eu-repo/grantAgreement/MICINN//TIN2008-06681-C06-01/ES/ | en |
dc.relation.projectID | info:eu-repo/grantAgreement/MICINN//TIN2010-15055/ES/ | en |
dc.relation.projectID | info:eu-repo/grantAgreement/MINECO//TIN2013-40765-P/ES/ | en |
dc.relation.projectID | info:eu-repo/grantAgreement/MICINN//TIN2011-29520/ES/ | en |
dc.relation.publisherversion | https://dx.doi.org/10.1109/TFUZZ.2015.2453020 | |
dc.type.version | Versión aceptada / Onetsi den bertsioa | es |
dc.type.version | info:eu-repo/semantics/acceptedVersion | en |