A Hybrid Metaheuristic for Biclustering Based on Scatter Search and Genetic Algorithms

Nepomuceno Chamorro, Juan Antonio; Troncoso Lora, Alicia; Aguilar Ruiz, Jesús Salvador

doi:10.1007/978-3-642-04031-3_18

Ponencia

dc.creator	Nepomuceno Chamorro, Juan Antonio	es
dc.creator	Troncoso Lora, Alicia	es
dc.creator	Aguilar Ruiz, Jesús Salvador	es
dc.date.accessioned	2022-05-26T07:57:08Z
dc.date.available	2022-05-26T07:57:08Z
dc.date.issued	2009
dc.identifier.citation	Nepomuceno Chamorro, J.A., Troncoso Lora, A. y Aguilar Ruiz, J.S. (2009). A Hybrid Metaheuristic for Biclustering Based on Scatter Search and Genetic Algorithms. En PRIB 2009: 4th IAPR International Conference on Pattern Recognition in Bioinformatics (199-210), Sheffield, UK: Springer.
dc.identifier.isbn	978-3-642-04030-6	es
dc.identifier.issn	0302-9743	es
dc.identifier.uri	https://hdl.handle.net/11441/133672
dc.description.abstract	In this paper a hybrid metaheuristic for biclustering based on Scatter Search and Genetic Algorithms is presented. A general scheme of Scatter Search has been used to obtain high–quality biclusters, but a way of generating the initial population and a method of combination based on Genetic Algorithms have been chosen. Experimental results from yeast cell cycle and human B-cell lymphoma are reported. Finally, the performance of the proposed hybrid algorithm is compared with a genetic algorithm recently published.	es
dc.description.sponsorship	Ministerio de Ciencia y Tecnología TIN-68084-C02-01	es
dc.description.sponsorship	Junta de Andalucía P07-TIC-02611	es
dc.format	application/pdf	es
dc.format.extent	12	es
dc.language.iso	eng	es
dc.publisher	Springer	es
dc.relation.ispartof	PRIB 2009: 4th IAPR International Conference on Pattern Recognition in Bioinformatics (2009), pp. 199-210.
dc.rights	Attribution-NonCommercial-NoDerivatives 4.0 Internacional	*
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/4.0/	*
dc.subject	Biclustering	es
dc.subject	Gene Expression Data	es
dc.subject	Scatter Search	es
dc.subject	Evolutionary Computation	es
dc.title	A Hybrid Metaheuristic for Biclustering Based on Scatter Search and Genetic Algorithms	es
dc.type	info:eu-repo/semantics/conferenceObject	es
dcterms.identifier	https://ror.org/03yxnpp24
dc.type.version	info:eu-repo/semantics/submittedVersion	es
dc.rights.accessRights	info:eu-repo/semantics/openAccess	es
dc.contributor.affiliation	Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos	es
dc.relation.projectID	TIN-68084-C02-01	es
dc.relation.projectID	P07-TIC-02611	es
dc.relation.publisherversion	https://link.springer.com/chapter/10.1007/978-3-642-04031-3_18	es
dc.identifier.doi	10.1007/978-3-642-04031-3_18	es
dc.publication.initialPage	199	es
dc.publication.endPage	210	es
dc.eventtitle	PRIB 2009: 4th IAPR International Conference on Pattern Recognition in Bioinformatics	es
dc.eventinstitution	Sheffield, UK	es
dc.relation.publicationplace	Berlin, Germany	es
dc.identifier.sisius	6526410	es
dc.contributor.funder	Ministerio de Ciencia Y Tecnología (MCYT). España	es
dc.contributor.funder	Junta de Andalucía	es

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