Identificador persistente para citar o vincular este elemento:
http://hdl.handle.net/10553/42882
| Campo DC | Valor | idioma |
|---|---|---|
| dc.contributor.author | Lorenzo, Javier | en_US |
| dc.contributor.author | Hernández, Mario | en_US |
| dc.contributor.author | Mendez, Juan | en_US |
| dc.contributor.other | Lorenzo-Navarro, Javier | - |
| dc.contributor.other | Mendez, Juan | - |
| dc.contributor.other | Mendez, Juan | - |
| dc.date.accessioned | 2018-11-21T11:31:22Z | - |
| dc.date.available | 2018-11-21T11:31:22Z | - |
| dc.date.issued | 1998 | en_US |
| dc.identifier.isbn | 978-3-540-64992-2 | en_US |
| dc.identifier.isbn | 3540649921 | |
| dc.identifier.issn | 0302-9743 | en_US |
| dc.identifier.uri | http://hdl.handle.net/10553/42882 | - |
| dc.description.abstract | In this work a measure called GD is presented for attribute selection. This measure is defined between an attribute set and a class and corresponds to a generalization of the Mántaras distance that allows to detect the interdependencies between attributes. In the same way, the proposed measure allows to order the attributes by importance in the definition of the concept. This measure does not exhibit a noticeable bias in favor of attributes with many values. The quality of the selected attributes using the GD measure is tested by means of different comparisons with other two attribute selection methods over 19 datasets. | en_US |
| dc.language | eng | en_US |
| dc.relation.ispartof | Lecture Notes in Computer Science | en_US |
| dc.source | Coelho H. (eds) Progress in Artificial Intelligence — IBERAMIA 98. IBERAMIA 1998. Lecture Notes in Computer Science, vol 1484. Springer, Berlin, Heidelberg | en_US |
| dc.subject | 120304 Inteligencia artificial | en_US |
| dc.subject.other | Machine learning | en_US |
| dc.subject.other | Intelligent information retrieval | en_US |
| dc.subject.other | Feature selection | en_US |
| dc.title | GD: a measure based on information theory for attribute selection | en_US |
| dc.type | info:eu-repo/semantics/conferenceObject | en_US |
| dc.type | ConferenceObject | en_US |
| dc.relation.conference | 6th Ibero-American Congress on Artificial Intelligence (IBERAMIA 98) | |
| dc.relation.conference | 6th Ibero-American Congress on Artificial Intelligence, IBERAMIA 1998 | |
| dc.identifier.doi | 10.1007/3-540-49795-1_11 | en_US |
| dc.identifier.scopus | 84868627056 | - |
| dc.identifier.isi | 000082727600011 | - |
| dcterms.isPartOf | Progress In Artificial Intelligence-Iberamia 98 | - |
| dcterms.source | Progress In Artificial Intelligence-Iberamia 98[ISSN 0302-9743],v. 1484, p. 124-135 | - |
| dc.contributor.authorscopusid | 15042453800 | - |
| dc.contributor.authorscopusid | 57212239402 | |
| dc.contributor.authorscopusid | 7401972145 | - |
| dc.contributor.authorscopusid | 55377382200 | - |
| dc.description.lastpage | 135 | en_US |
| dc.description.firstpage | 124 | en_US |
| dc.relation.volume | 1484 | en_US |
| dc.investigacion | Ingeniería y Arquitectura | en_US |
| dc.type2 | Actas de congresos | en_US |
| dc.identifier.wos | WOS:000082727600011 | - |
| dc.contributor.daisngid | 34923785 | |
| dc.contributor.daisngid | 1190480 | - |
| dc.contributor.daisngid | 10163192 | - |
| dc.contributor.daisngid | 3297402 | |
| dc.contributor.daisngid | 726480 | |
| dc.contributor.daisngid | 2527455 | - |
| dc.identifier.investigatorRID | L-1972-2014 | - |
| dc.identifier.eisbn | 978-3-540-49795-0 | - |
| dc.utils.revision | Sí | en_US |
| dc.contributor.wosstandard | WOS:Lorenzo, J | |
| dc.contributor.wosstandard | WOS:Hernandez, M | |
| dc.contributor.wosstandard | WOS:Mendez, J | |
| dc.date.coverdate | Enero 1998 | |
| dc.identifier.conferenceid | events120260 | |
| dc.identifier.ulpgc | Sí | es |
| item.fulltext | Sin texto completo | - |
| item.grantfulltext | none | - |
| crisitem.author.dept | GIR SIANI: Inteligencia Artificial, Robótica y Oceanografía Computacional | - |
| crisitem.author.dept | IU Sistemas Inteligentes y Aplicaciones Numéricas | - |
| crisitem.author.dept | Departamento de Informática y Sistemas | - |
| crisitem.author.dept | GIR SIANI: Inteligencia Artificial, Redes Neuronales, Aprendizaje Automático e Ingeniería de Datos | - |
| crisitem.author.dept | IU Sistemas Inteligentes y Aplicaciones Numéricas | - |
| crisitem.author.dept | Departamento de Informática y Sistemas | - |
| crisitem.author.dept | GIR SIANI: Inteligencia Artificial, Robótica y Oceanografía Computacional | - |
| crisitem.author.dept | IU Sistemas Inteligentes y Aplicaciones Numéricas | - |
| crisitem.author.orcid | 0000-0002-2834-2067 | - |
| crisitem.author.orcid | 0000-0001-9717-8048 | - |
| crisitem.author.orcid | 0000-0003-2628-7639 | - |
| crisitem.author.parentorg | IU Sistemas Inteligentes y Aplicaciones Numéricas | - |
| crisitem.author.parentorg | IU Sistemas Inteligentes y Aplicaciones Numéricas | - |
| crisitem.author.parentorg | IU Sistemas Inteligentes y Aplicaciones Numéricas | - |
| crisitem.author.fullName | Lorenzo Navarro, José Javier | - |
| crisitem.author.fullName | Hernández Tejera, Francisco Mario | - |
| crisitem.author.fullName | Méndez Rodríguez,Juan Ángel | - |
| crisitem.event.eventsstartdate | 05-10-1998 | - |
| crisitem.event.eventsstartdate | 05-10-1998 | - |
| crisitem.event.eventsenddate | 09-10-1998 | - |
| crisitem.event.eventsenddate | 09-10-1998 | - |
| Colección: | Actas de congresos | |
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