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Application of the method of maximum entropy in the mean to classification problems
dc.contributor.author | Gzyl, Henryk | spa |
dc.contributor.author | ter Horst, Enrique | spa |
dc.contributor.author | Molina, Germán | spa |
dc.date.accessioned | 2023-06-21T22:23:10Z | |
dc.date.available | 2023-06-21T22:23:10Z | |
dc.date.issued | 2015-11-01 | |
dc.identifier.issn | 0378-4371 | |
dc.identifier.uri | http://hdl.handle.net/10726/5118 | |
dc.language.iso | eng | |
dc.publisher | Elsevier BV | |
dc.title | Application of the method of maximum entropy in the mean to classification problems | eng |
dc.type | article | |
dc.rights.accessrights | info:eu-repo/semantics/restrictedAccess | |
dc.rights.local | Acceso Restringido | |
dc.type.version | info:eu-repo/semantics/acceptedVersion | |
dc.identifier.instname | instname:Colegio de Estudios Superiores de Administración – CESA | |
dc.identifier.reponame | reponame:Biblioteca Digital – CESA | |
dc.identifier.repourl | repourl:https://repository.cesa.edu.co/ | |
dc.description.abstractenglish | In 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.type.coar | http://purl.org/coar/resource_type/c_2df8fbb1 | |
dc.relation.citationvolume | 437 | |
dc.relation.citationstartpage | 101 | |
dc.relation.citationendpage | 108 | |
dc.contributor.orcid | ter Horst, Enrique [0000-0001-5153-1475] | |
dc.contributor.orcid | Molina, Germán [0000-0003-4693-6907] | |
dc.type.driver | info:eu-repo/semantics/article | |
dc.type.redcol | http://purl.org/redcol/resource_type/ART | |
dc.type.coarversion | http://purl.org/coar/version/c_71e4c1898caa6e32 | |
dc.contributor.scopus | Gzyl, Henryk [6701665186] | |
dc.contributor.scopus | ter Horst, Enrique [25655619900] | |
dc.contributor.scopus | Molina, Germán [15728099800] | |
dc.description.orcid | https://orcid.org/0000-0001-5153-1475 | |
dc.description.orcid | https://orcid.org/0000-0003-4693-6907 | |
dc.description.scopus | https://www.scopus.com/authid/detail.uri?authorId=6701665186 | |
dc.description.scopus | https://www.scopus.com/authid/detail.uri?authorId=25655619900 | |
dc.description.scopus | https://www.scopus.com/authid/detail.uri?authorId=15728099800 | |
dc.identifier.eissn | 1873-2119 | |
dc.relation.ispartofjournal | Physica A: Statistical Mechanics and its Applications | |
dc.identifier.doi | https://doi.org/10.1016/j.physa.2015.05.105 | |
dc.subject.proposal | Maximum entropy in the mean | |
dc.subject.proposal | Classification problems | |
dc.subject.proposal | Credit scoring | |
dc.subject.proposal | Linear inverse problems | |
dc.rights.coar | http://vocabularies.coar-repositories.org/access_rights/c_16ec/ |
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