dc.creator | Rubio Escudero, Cristina | es |
dc.creator | Martínez Álvarez, Francisco | es |
dc.creator | Romero Zaliz, Rocío | es |
dc.creator | Zwir, Igor | es |
dc.date.accessioned | 2022-11-30T09:36:15Z | |
dc.date.available | 2022-11-30T09:36:15Z | |
dc.date.issued | 2008 | |
dc.identifier.citation | Rubio Escudero, C., Martínez Álvarez, F., Romero Zaliz, R. y Zwir, I. (2008). Classification of Gene Expression Profiles: Comparison of K-means and Expectation Maximization Algorithms. En HIS 2008: 8th International Conference on Hybrid Intelligent Systems (831-836), Barcelona, España: IEEE Computer Society. | |
dc.identifier.isbn | 978-0-7695-3326-1 | es |
dc.identifier.uri | https://hdl.handle.net/11441/139920 | |
dc.description.abstract | Biomedical research has been revolutionized by high throughput techniques and the enormous amount of data
they are able to generate. In particular technology has the
capacity to monitor changes in RNA abundance for thou sands of genes simultaneously. The interest shown over
microarray analysis methods has rapidly raised. Clustering
is widely used in the analysis of microarray data to group
genes of interest targeted from microarray experiments on
the basis of similarity of expression patterns. In this work
we apply two clustering algorithms, K-means and Expecta tion Maximization to particular a problem and we compare
the groupings obtained on the basis of the cohesiveness of
the gene products associated to the genes in each cluster | es |
dc.description.sponsorship | Ministerio de Ciencia y Tecnología TIN-2006-12879 | es |
dc.description.sponsorship | Junta de Andalucía TIC-02788 | es |
dc.format | application/pdf | es |
dc.format.extent | 6 | es |
dc.language.iso | eng | es |
dc.publisher | IEEE Computer Society | es |
dc.relation.ispartof | HIS 2008: 8th International Conference on Hybrid Intelligent Systems (2008), pp. 831-836. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.title | Classification of Gene Expression Profiles: Comparison of K-means and Expectation Maximization 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-2006-12879 | es |
dc.relation.projectID | TIC-02788 | es |
dc.relation.publisherversion | https://ieeexplore.ieee.org/document/4626734 | es |
dc.identifier.doi | 10.1109/HIS.2008.92 | es |
dc.contributor.group | Universidad de Sevilla. TIC-254: Data Science and Big Data Lab | es |
dc.publication.initialPage | 831 | es |
dc.publication.endPage | 836 | es |
dc.eventtitle | HIS 2008: 8th International Conference on Hybrid Intelligent Systems | es |
dc.eventinstitution | Barcelona, España | es |
dc.relation.publicationplace | New York, USA | es |
dc.contributor.funder | Ministerio de Ciencia Y Tecnología (MCYT). España | es |
dc.contributor.funder | Junta de Andalucía | es |