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Application of the method of maximum entropy in the mean to classification problems

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dc.contributor.authorGzyl, Henrykspa
dc.contributor.authorter Horst, Enriquespa
dc.contributor.authorMolina, Germánspa
dc.contributor.orcidter Horst, Enrique [0000-0001-5153-1475]
dc.contributor.orcidMolina, Germán [0000-0003-4693-6907]
dc.contributor.scopusGzyl, Henryk [6701665186]
dc.contributor.scopuster Horst, Enrique [25655619900]
dc.contributor.scopusMolina, Germán [15728099800]
dc.date.accessioned2023-06-21T22:23:10Z
dc.date.available2023-06-21T22:23:10Z
dc.date.issued2015-11-01
dc.description.abstractenglishIn this note we propose an application of the method of maximum entropy in the mean to solve a class of inverse problems comprising classification problems and feasibility problems appearing in optimization. Such problems may be thought of as linear inverse problems with convex constraints imposed on the solution as well as on the data. The method of maximum entropy in the mean proves to be a very useful tool to deal with this type of problems.eng
dc.description.orcidhttps://orcid.org/0000-0001-5153-1475
dc.description.orcidhttps://orcid.org/0000-0003-4693-6907
dc.description.scopushttps://www.scopus.com/authid/detail.uri?authorId=6701665186
dc.description.scopushttps://www.scopus.com/authid/detail.uri?authorId=25655619900
dc.description.scopushttps://www.scopus.com/authid/detail.uri?authorId=15728099800
dc.identifier.doihttps://doi.org/10.1016/j.physa.2015.05.105
dc.identifier.eissn1873-2119
dc.identifier.instnameinstname:Colegio de Estudios Superiores de Administración – CESA
dc.identifier.issn0378-4371
dc.identifier.reponamereponame:Biblioteca Digital – CESA
dc.identifier.repourlrepourl:https://repository.cesa.edu.co/
dc.identifier.urihttp://hdl.handle.net/10726/5118
dc.language.isoeng
dc.publisherElsevier BV
dc.relation.citationendpage108
dc.relation.citationstartpage101
dc.relation.citationvolume437
dc.relation.ispartofjournalPhysica A: Statistical Mechanics and its Applications
dc.rights.accessrightsinfo:eu-repo/semantics/restrictedAccess
dc.rights.coarhttp://vocabularies.coar-repositories.org/access_rights/c_16ec/
dc.rights.localAcceso Restringido
dc.subject.proposalMaximum entropy in the mean
dc.subject.proposalClassification problems
dc.subject.proposalCredit scoring
dc.subject.proposalLinear inverse problems
dc.titleApplication of the method of maximum entropy in the mean to classification problemseng
dc.typearticle
dc.type.coarhttp://purl.org/coar/resource_type/c_2df8fbb1
dc.type.coarversionhttp://purl.org/coar/version/c_71e4c1898caa6e32
dc.type.driverinfo:eu-repo/semantics/article
dc.type.redcolhttp://purl.org/redcol/resource_type/ART
dc.type.versioninfo:eu-repo/semantics/acceptedVersion

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