Moderate deviation and restricted equivalence functions for measuring similarity between data

Altalhi, A. H.; Forcén Carvalho, Juan Ignacio; Pagola Barrio, Miguel; Barrenechea Tartas, Edurne; Bustince Sola, Humberto; Takáč, Zdenko

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

dc.contributor.author	Altalhi, A. H.	es_ES
dc.contributor.author	Forcén Carvalho, Juan Ignacio
dc.contributor.author	Pagola Barrio, Miguel
dc.contributor.author	Barrenechea Tartas, Edurne
dc.contributor.author	Bustince Sola, Humberto
dc.contributor.author	Takáč, Zdenko	es_ES
dc.contributor.department	Estatistika, Informatika eta Matematika	eu
dc.contributor.department	Institute of Smart Cities - ISC	en
dc.contributor.department	Estadística, Informática y Matemáticas	es_ES
dc.date.accessioned	2020-01-27T09:50:35Z
dc.date.available	2021-10-01T23:00:14Z
dc.date.issued	2019
dc.description.abstract	In 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.sponsorship	This 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.lift	2021-10-01
dc.embargo.terms	2021-10-01
dc.format.extent	21 p.
dc.format.mimetype	application/pdf	en
dc.identifier.doi	10.1016/j.ins.2019.05.078
dc.identifier.issn	0020-0255
dc.identifier.uri	https://academica-e.unavarra.es/handle/2454/36157
dc.language.iso	eng	en
dc.publisher	Elsevier	en
dc.relation.ispartof	Information Sciences, 501 (2019) 19-29	en
dc.relation.projectID	info:eu-repo/grantAgreement/ES/1PE/TIN2016-77356-P	en
dc.relation.publisherversion	https://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.accessRights	info:eu-repo/semantics/openAccess	en
dc.rights.accessRights	Acceso abierto / Sarbide irekia	es
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject	Deviation	en
dc.subject	Aggregation function	en
dc.subject	Restricted equivalence function	en
dc.subject	Moderate deviation function	en
dc.subject	Penalty function	en
dc.title	Moderate deviation and restricted equivalence functions for measuring similarity between data	en
dc.type	info:eu-repo/semantics/article	en
dc.type	Artículo / Artikulua	es
dc.type.version	info:eu-repo/semantics/acceptedVersion	en
dc.type.version	Versión aceptada / Onetsi den bertsioa	es
dspace.entity.type	Publication
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