Publication:
Moderate deviation and restricted equivalence functions for measuring similarity between data

dc.contributor.authorAltalhi, A. H.
dc.contributor.authorForcén Carvalho, Juan Ignacio
dc.contributor.authorPagola Barrio, Miguel
dc.contributor.authorBarrenechea Tartas, Edurne
dc.contributor.authorBustince Sola, Humberto
dc.contributor.authorTakáč, Zdenko
dc.contributor.departmentEstatistika, Informatika eta Matematikaeu
dc.contributor.departmentInstitute of Smart Cities - ISCen
dc.contributor.departmentEstadística, Informática y Matemáticases_ES
dc.date.accessioned2020-01-27T09:50:35Z
dc.date.available2021-10-01T23:00:14Z
dc.date.issued2019
dc.description.abstractIn this work we study the relation between moderate deviation functions, restricted dissimilarity functions and restricted equivalence functions. We use moderate deviation functions in order to measure the similarity or dissimilarity between a given set of data. We show an application of moderate deviate functions used in the same way as penalty functions to make a final decision from a score matrix in a classification problem.en
dc.description.sponsorshipThis work was supported in part by the Spanish Ministry of Science and Technology under project TIN2016-77356-P (AEI / FEDER, UE) and by grant VEGA 1/0614/18 .en
dc.embargo.lift2021-10-01
dc.embargo.terms2021-10-01
dc.format.extent21 p.
dc.format.mimetypeapplication/pdfen
dc.identifier.doi10.1016/j.ins.2019.05.078
dc.identifier.issn0020-0255
dc.identifier.urihttps://academica-e.unavarra.es/handle/2454/36157
dc.language.isoengen
dc.publisherElsevieren
dc.relation.ispartofInformation Sciences, 501 (2019) 19-29en
dc.relation.projectIDinfo:eu-repo/grantAgreement/ES/1PE/TIN2016-77356-Pen
dc.relation.publisherversionhttps://doi.org/10.1016/j.ins.2019.05.078
dc.rights© 2019 Elsevier Inc. This manuscript version is made available under the CC-BY-NC-ND 4.0.en
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectDeviationen
dc.subjectAggregation functionen
dc.subjectRestricted equivalence functionen
dc.subjectModerate deviation functionen
dc.subjectPenalty functionen
dc.titleModerate deviation and restricted equivalence functions for measuring similarity between dataen
dc.typeinfo:eu-repo/semantics/article
dc.type.versioninfo:eu-repo/semantics/acceptedVersionen
dc.type.versionVersión aceptada / Onetsi den bertsioaes
dspace.entity.typePublication
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relation.isAuthorOfPublication.latestForDiscovery2980928f-fd1b-4d86-858b-f8c28e18b365

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