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Identificador persistente para citar o vincular este elemento: http://hdl.handle.net/10553/42883
DC FieldValueLanguage
dc.contributor.authorMendez, Jen_US
dc.contributor.authorHernández, M.en_US
dc.contributor.authorLorenzo, J.en_US
dc.contributor.otherMendez, Juan-
dc.contributor.otherLorenzo-Navarro, Javier-
dc.contributor.otherLorenzo-Navarro, Javier-
dc.date.accessioned2018-11-21T11:31:36Z-
dc.date.available2018-11-21T11:31:36Z-
dc.date.issued1998en_US
dc.identifier.isbn3-540-65068-7en_US
dc.identifier.isbn9783540650683
dc.identifier.issn0302-9743en_US
dc.identifier.urihttp://hdl.handle.net/10553/42883-
dc.description.abstractThis paper describes a technique for associating a set of symbols with an event in the context of knowledge discovery in database or data mining. The set of symbols is related to the keywords in a database which is used as an implicit knowledge source. The aim of this approach is to discover the significant keyword groups which best represent the event. A significant contribution of this work is a procedure which obtains the representative prototype of a group of symbolic data. It can be used for both, unsupervised learning to describe classes, and supervised learning to compute prototypes. The procedure involves defining an objective function and the subsequent hypothesis-exploring system and obtaining an advantageous procedure regarding computational costs.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.otherLearningen_US
dc.subject.otherData miningen_US
dc.subject.otherKnowledge discoveryen_US
dc.subject.otherSymbolic clusteringen_US
dc.titleA procedure to compute prototypes for data mining in non-structured domainsen_US
dc.typeinfo:eu-repo/semantics/conferenceObjectes
dc.typeConferenceObjectes
dc.relation.conference2nd European Sympposium 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/BFb0094843en_US
dc.identifier.scopus84947792389-
dc.identifier.isi000083636500045-
dcterms.isPartOfPrinciples Of Data Mining And Knowledge Discovery-
dcterms.sourcePrinciples Of Data Mining And Knowledge Discovery[ISSN 0302-9743],v. 1510, p. 396-404-
dc.contributor.authorscopusid55377382200-
dc.contributor.authorscopusid57212239402
dc.contributor.authorscopusid7401972145-
dc.contributor.authorscopusid15042453800-
dc.description.lastpage404-
dc.description.firstpage396-
dc.relation.volume1510-
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Actas de congresosen_US
dc.identifier.wosWOS:000083636500045-
dc.contributor.daisngid726480
dc.contributor.daisngid2527455-
dc.contributor.daisngid10163192-
dc.contributor.daisngid3297402
dc.contributor.daisngid1190480-
dc.contributor.daisngid34923785
dc.identifier.investigatorRIDL-9297-2014-
dc.identifier.investigatorRIDL-1972-2014-
dc.identifier.investigatorRIDL-1972-2014-
dc.utils.revisionSíen_US
dc.contributor.wosstandardWOS:Mendez, J
dc.contributor.wosstandardWOS:Hernandez, M
dc.contributor.wosstandardWOS:Lorenzo, 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.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.deptDepartamento de Informática y Sistemas-
crisitem.author.orcid0000-0003-2628-7639-
crisitem.author.orcid0000-0001-9717-8048-
crisitem.author.orcid0000-0002-2834-2067-
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.fullNameMéndez Rodríguez,Juan Ángel-
crisitem.author.fullNameHernández Tejera, Francisco Mario-
crisitem.author.fullNameLorenzo Navarro, José Javier-
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