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dc.creatorPontes Balanza, Beatrizes
dc.creatorGirldez, Rales
dc.creatorAguilar Ruiz, Jess S.es
dc.date.accessioned2021-04-13T08:53:49Z
dc.date.available2021-04-13T08:53:49Z
dc.date.issued2015
dc.identifier.citationPontes Balanza, B., Girldez, R. y Aguilar Ruiz, J.S. (2015). Quality Measures for Gene Expression Biclusters. PLos ONE, 10 (3)
dc.identifier.issn1932-6203es
dc.identifier.urihttps://hdl.handle.net/11441/107013
dc.description.abstractAn noticeable number of biclustering approaches have been proposed proposed for the study of gene expression data, especially for discovering functionally related gene sets under different subsets of experimental conditions. In this context, recognizing groups of co-expressed or co-regulated genes, that is, genes which follow a similar expression pattern, is one of the main objectives. Due to the problem complexity, heuristic searches are usually used instead of exhaustive algorithms. Furthermore, most of biclustering approaches use a measure or cost function that determines the quality of biclusters. Having a suitable quality metric for bicluster is a critical aspect, not only for guiding the search, but also for establishing a comparison criteria among the results obtained by different biclustering techniques. In this paper, we analyse a large number of existing approaches to quality measures for gene expression biclusters, as well as we present a comparative study of them based on their capability to recognize different expression patterns in biclusters.es
dc.description.sponsorshipMinisterio de Economía y Competitividad TIN2011-28956-C02es
dc.formatapplication/pdfes
dc.format.extent24es
dc.language.isoenges
dc.publisherPublic Library of Sciencees
dc.relation.ispartofPLos ONE, 10 (3)
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.titleQuality Measures for Gene Expression Biclusterses
dc.typeinfo:eu-repo/semantics/articlees
dcterms.identifierhttps://ror.org/03yxnpp24
dc.type.versioninfo:eu-repo/semantics/publishedVersiones
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses
dc.contributor.affiliationUniversidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticoses
dc.relation.projectIDTIN2011-28956-C02es
dc.relation.publisherversionhttps://journals.plos.org/plosone/article?id=10.1371/journal.pone.0115497#:~:text=The%20idea%20behind%20MSA%20%5B28,levels%20for%20each%20experimental%20condition.es
dc.identifier.doi10.1371/journal.pone.0115497es
dc.journaltitlePLos ONEes
dc.publication.issue10 (3)es
dc.identifier.sisius20845087es
dc.contributor.funderMinisterio de Economía y Competitividad (MINECO). Españaes

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