Mostrar o rexistro simple do ítem
Hybrid Model Based on Genetic Algorithms and SVM Applied to Variable Selection Within Fruit Juice Classification
dc.contributor.author | Fernández-Lozano, Carlos | |
dc.contributor.author | Canto, C. | |
dc.contributor.author | Gestal, M. | |
dc.contributor.author | Andrade-Garda, José Manuel | |
dc.contributor.author | Rabuñal, Juan R. | |
dc.contributor.author | Dorado, Julián | |
dc.contributor.author | Pazos, A. | |
dc.date.accessioned | 2017-11-14T13:03:51Z | |
dc.date.available | 2017-11-14T13:03:51Z | |
dc.date.issued | 2013-10-21 | |
dc.identifier.citation | Fernández-Lozano C, Canto C, Gestal M, et al. Hybrid model based on genetic algorithms and SVM applied to variable selection within fruit juice classification. Sci World J. 2013;2013 | es_ES |
dc.identifier.issn | 1537-744X | |
dc.identifier.issn | 2356-6140 | |
dc.identifier.uri | http://hdl.handle.net/2183/19747 | |
dc.description | Research article | es_ES |
dc.description.abstract | [Abstract] Given the background of the use of Neural Networks in problems of apple juice classification, this paper aim at implementing a newly developed method in the field of machine learning: the Support Vector Machines (SVM). Therefore, a hybrid model that combines genetic algorithms and support vector machines is suggested in such a way that, when using SVM as a fitness function of the Genetic Algorithm (GA), the most representative variables for a specific classification problem can be selected. | es_ES |
dc.language.iso | eng | es_ES |
dc.publisher | Hindawi | es_ES |
dc.relation.uri | http://dx.doi.org/10.1155/2013/982438 | es_ES |
dc.rights | Atribución 3.0 España | es_ES |
dc.rights.uri | http://creativecommons.org/licenses/by/3.0/es/ | * |
dc.subject | Algorithms | es_ES |
dc.subject | Beverages | es_ES |
dc.subject | Fruit | es_ES |
dc.subject | Malus | es_ES |
dc.subject | Neural networks (Computer) | es_ES |
dc.subject | Support vector machines | es_ES |
dc.title | Hybrid Model Based on Genetic Algorithms and SVM Applied to Variable Selection Within Fruit Juice Classification | es_ES |
dc.type | info:eu-repo/semantics/article | es_ES |
dc.rights.access | info:eu-repo/semantics/openAccess | es_ES |
UDC.journalTitle | The Scientific World Journal | es_ES |
UDC.volume | 2013 | es_ES |
Ficheiros no ítem
Este ítem aparece na(s) seguinte(s) colección(s)
-
GI-RNASA - Artigos [179]