dc.creator | Pontes Balanza, Beatriz | es |
dc.creator | Giráldez, Raúl | es |
dc.creator | Aguilar Ruiz, Jesús Salvador | es |
dc.date.accessioned | 2022-03-08T08:25:52Z | |
dc.date.available | 2022-03-08T08:25:52Z | |
dc.date.issued | 2006 | |
dc.identifier.citation | Pontes Balanza, B., Giráldez, R. y Aguilar Ruiz, J.S. (2006). Shifting Patterns Discovery in Microarrays with Evolutionary Algorithms. En KES 2006: 10th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (1264-1271), Bournemouth, UK: Springer. | |
dc.identifier.isbn | 978-3-540-46537-9 | es |
dc.identifier.issn | 0302-9743 | es |
dc.identifier.uri | https://hdl.handle.net/11441/130509 | |
dc.description.abstract | In recent years, the interest in extracting useful knowledge from gene expression data has experimented an enormous increase with the development of microarray technique. Biclustering is a recent technique that aims at extracting a subset of genes that show a similar behaviour for a subset conditions. It is important, therefore, to measure the quality of a bicluster, and a way to do that would be checking if each data submatrix follows a specific trend, represented by a pattern. In this work, we present an evolutionary algorithm for finding significant shifting patterns which depict the general behaviour within each bicluster. The empirical results we have obtained confirm the quality of our proposal, obtaining very accurate solutions for the biclusters used. | es |
dc.description.sponsorship | Comisión Interministerial de Ciencia y Tecnología (CICYT) TIN2004-00159 | es |
dc.description.sponsorship | Comisión Interministerial de Ciencia y Tecnología (CICYT) TIN2004-06689C0303 | es |
dc.format | application/pdf | es |
dc.format.extent | 8 | es |
dc.language.iso | eng | es |
dc.publisher | Springer | es |
dc.relation.ispartof | KES 2006: 10th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (2006), pp. 1264-1271. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Gene Expression Data | es |
dc.subject | Biclustering | es |
dc.subject | Evolutionary Algorithm | es |
dc.subject | Shifting Pattern | es |
dc.title | Shifting Patterns Discovery in Microarrays with Evolutionary 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 | TIN2004–00159 | es |
dc.relation.projectID | TIN2004-06689C0303 | es |
dc.relation.publisherversion | https://link.springer.com/chapter/10.1007/11893004_160 | es |
dc.identifier.doi | 10.1007/11893004_160 | es |
dc.publication.initialPage | 1264 | es |
dc.publication.endPage | 1271 | es |
dc.eventtitle | KES 2006: 10th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems | es |
dc.eventinstitution | Bournemouth, UK | es |
dc.relation.publicationplace | Berlin, Germany | es |
dc.identifier.sisius | 6522613 | es |
dc.contributor.funder | Comisión Interministerial de Ciencia y Tecnología (CICYT). España | es |