Publication: Moderate deviation and restricted equivalence functions for measuring similarity between data
dc.contributor.author | Altalhi, A. H. | |
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 | |
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 | |
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 | |
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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