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Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/42884
DC FieldValueLanguage
dc.contributor.authorLorenzo, Javieren_US
dc.contributor.authorHernández, Marioen_US
dc.contributor.authorMendez, Jen_US
dc.contributor.otherLorenzo-Navarro, Javier-
dc.contributor.otherLorenzo-Navarro, Javier-
dc.date.accessioned2018-11-21T11:31:50Z-
dc.date.available2018-11-21T11:31:50Z-
dc.date.issued1998en_US
dc.identifier.isbn978-3-540-65068-3en_US
dc.identifier.isbn3540650687
dc.identifier.issn0302-9743en_US
dc.identifier.urihttp://hdl.handle.net/10553/42884-
dc.description.abstractA new measure for attribute selection, called GD, is proposed. The GD measure is based on Information Theory and allows to detect the interdependence between attributes. This measure is based on a quadratic form of the Mántaras distance and a matrix called Transinformation Matrix. In order to test the quality of the proposed measure, it is compared with other two feature selection methods, namely Mántaras distance and Relief algorithms. The comparison is done over 19 datasets along with three different induction algorithms.en_US
dc.languageengen_US
dc.relation.ispartofLecture Notes in Computer Scienceen_US
dc.sourceŻytkow J.M., Quafafou M. (eds) Principles of Data Mining and Knowledge Discovery. PKDD 1998. Lecture Notes in Computer Science, vol 1510. Springer, Berlin, Heidelbergen_US
dc.subject120304 Inteligencia artificialen_US
dc.subject.otherDecision Tree Induction
dc.titleDetection of interdependences in attribute selectionen_US
dc.typeinfo:eu-repo/semantics/conferenceObjectes
dc.typeConferenceObjectes
dc.relation.conference2nd European Symposium on Principles of Data Mining and Knowledge Discovery in Databases (PKDD 98)
dc.relation.conference2nd European Symposium on Principles of Data Mining and Knowledge Discovery in Databases, PKDD 1998
dc.identifier.doi10.1007/BFb0094822en_US
dc.identifier.scopus84947715553-
dc.identifier.isi000083636500024-
dcterms.isPartOfPrinciples Of Data Mining And Knowledge Discovery-
dcterms.sourcePrinciples Of Data Mining And Knowledge Discovery[ISSN 0302-9743],v. 1510, p. 212-220-
dc.contributor.authorscopusid15042453800-
dc.contributor.authorscopusid7401972145-
dc.contributor.authorscopusid57212239402
dc.contributor.authorscopusid55377382200-
dc.description.lastpage220-
dc.description.firstpage212-
dc.relation.volume1510-
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Actas de congresosen_US
dc.identifier.wosWOS:000083636500024-
dc.contributor.daisngid34923785
dc.contributor.daisngid1190480-
dc.contributor.daisngid3297402
dc.contributor.daisngid10163192-
dc.contributor.daisngid2527455-
dc.contributor.daisngid726480
dc.identifier.investigatorRIDL-1972-2014-
dc.identifier.eisbn978-3-540-49687-8-
dc.utils.revisionSíen_US
dc.contributor.wosstandardWOS:Lorenzo, J
dc.contributor.wosstandardWOS:Hernandez, M
dc.contributor.wosstandardWOS:Mendez, J
dc.date.coverdateEnero 1998
dc.identifier.conferenceidevents120261
dc.identifier.ulpgcSíes
item.grantfulltextnone-
item.fulltextSin texto completo-
crisitem.event.eventsstartdate23-09-1998-
crisitem.event.eventsstartdate23-09-1998-
crisitem.event.eventsenddate26-09-1998-
crisitem.event.eventsenddate26-09-1998-
crisitem.author.deptGIR SIANI: Inteligencia Artificial, Robótica y Oceanografía Computacional-
crisitem.author.deptIU Sistemas Inteligentes y Aplicaciones Numéricas-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.deptGIR SIANI: Inteligencia Artificial, Redes Neuronales, Aprendizaje Automático e Ingeniería de Datos-
crisitem.author.deptIU Sistemas Inteligentes y Aplicaciones Numéricas-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.deptGIR SIANI: Inteligencia Artificial, Robótica y Oceanografía Computacional-
crisitem.author.deptIU Sistemas Inteligentes y Aplicaciones Numéricas-
crisitem.author.orcid0000-0002-2834-2067-
crisitem.author.orcid0000-0001-9717-8048-
crisitem.author.orcid0000-0003-2628-7639-
crisitem.author.parentorgIU Sistemas Inteligentes y Aplicaciones Numéricas-
crisitem.author.parentorgIU Sistemas Inteligentes y Aplicaciones Numéricas-
crisitem.author.parentorgIU Sistemas Inteligentes y Aplicaciones Numéricas-
crisitem.author.fullNameLorenzo Navarro, José Javier-
crisitem.author.fullNameHernández Tejera, Francisco Mario-
crisitem.author.fullNameMéndez Rodríguez,Juan Ángel-
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