dc.creator | Ruiz, Roberto | es |
dc.creator | Riquelme Santos, José Cristóbal | es |
dc.creator | Aguilar Ruiz, Jesús Salvador | es |
dc.date.accessioned | 2016-07-06T11:13:20Z | |
dc.date.available | 2016-07-06T11:13:20Z | |
dc.date.issued | 2006 | |
dc.identifier.citation | Ruíz, R., Riquelme Santos, J.C. y Aguilar Ruiz, J.S. (2006). Incremental wrapper-based gene selection from microarray data for cancer classification. Pattern Recognition, 39 (12), 2383-2392. | |
dc.identifier.issn | 0031-3203 | es |
dc.identifier.uri | http://hdl.handle.net/11441/43247 | |
dc.description.abstract | Gene expression microarray is a rapidly maturing technology that provides the opportunity to assay the expression levels of thousands or
tens of thousands of genes in a single experiment. We present a new heuristic to select relevant gene subsets in order to further use them for
the classification task. Our method is based on the statistical significance of adding a gene from a ranked-list to the final subset. The
efficiency and effectiveness of our technique is demonstrated through extensive comparisons with other representative heuristics. Our
approach shows an excellent performance, not only at identifying relevant genes, but also with respect to the computational cost. | es |
dc.description.sponsorship | CICYT TIN2004-00159 | es |
dc.description.sponsorship | CICYT TIN2004- 06689-C03-03 | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Elsevier | es |
dc.relation.ispartof | Pattern Recognition, 39 (12), 2383-2392. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | microarrays | es |
dc.subject | Gene selection | es |
dc.subject | classification | es |
dc.subject | Feature selection | es |
dc.title | Incremental wrapper-based gene selection from microarray data for cancer classification | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/acceptedVersion | 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- 06689-C03-03 | es |
dc.relation.publisherversion | http://dx.doi.org/10.1016/j.patcog.2005.11.001 | |
dc.identifier.doi | 10.1016/j.patcog.2005.11.001 | es |
idus.format.extent | 10 p. | es |
dc.journaltitle | Pattern Recognition | es |
dc.publication.volumen | 39 | es |
dc.publication.issue | 12 | es |
dc.publication.initialPage | 2383 | es |
dc.publication.endPage | 2392 | es |
dc.identifier.idus | https://idus.us.es/xmlui/handle/11441/43247 | |
dc.contributor.funder | Comisión Interministerial de Ciencia y Tecnología (CICYT). España | |