dc.creator | Nepomuceno Chamorro, Juan Antonio | es |
dc.creator | Troncoso Lora, Alicia | es |
dc.creator | Aguilar Ruiz, Jesús Salvador | es |
dc.date.accessioned | 2022-05-27T08:21:02Z | |
dc.date.available | 2022-05-27T08:21:02Z | |
dc.date.issued | 2011 | |
dc.identifier.citation | Nepomuceno Chamorro, J.A., Troncoso Lora, A. y Aguilar Ruiz, J.S. (2011). Inferring gene coexpression networks with Biclustering based on Scatter Search. En ISDA 2011: 11th International Conference on Intelligent Systems Design and Applications (1091-1096), Córdoba, España: IEEE Computer Society. | |
dc.identifier.isbn | 978-1-4577-1676-8 | es |
dc.identifier.issn | 2164-7143 | es |
dc.identifier.uri | https://hdl.handle.net/11441/133787 | |
dc.description.abstract | The identification of regulatory modules is one of
the most important tasks in order to discover disease markers.
This paper presents a methodology to infer coexpression
networks based on local patterns in gene expression data
matrix. In the proposed algorithm two steps can clearly be
differentiated. Firstly, a Biclustering procedure that uses a
Scatter Search schema to find biclusters and, secondly, a net work extraction procedure based on linear correlations among
the genes of the previously obtained bicluster. Experimental
results from Yeast cell Cycle are reported where three different
algorithms have been applied. Also, a possible understanding
of one of the obtained networks has been presented from a
biological point of view. | es |
dc.description.sponsorship | Ministerio de Ciencia e Innovación TIN2007-68084-C02 | es |
dc.description.sponsorship | Ministerio de Ciencia e Innovación PCI2006-A7-0575 | es |
dc.description.sponsorship | Junta de Andalucía P07-TIC-02611 | 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 | ISDA 2011: 11th International Conference on Intelligent Systems Design and Applications (2011), pp. 1091-1096. | |
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 | Gene Coexpression Networks | es |
dc.subject | Biclustering | es |
dc.subject | Scatter Search | es |
dc.title | Inferring gene coexpression networks with Biclustering based on Scatter Search | 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 | TIN2007-68084-C02 | es |
dc.relation.projectID | PCI2006-A7-0575 | es |
dc.relation.projectID | P07-TIC-02611 | es |
dc.relation.publisherversion | https://ieeexplore.ieee.org/document/6121804 | es |
dc.identifier.doi | 10.1109/ISDA.2011.6121804 | es |
dc.publication.initialPage | 1091 | es |
dc.publication.endPage | 1096 | es |
dc.eventtitle | ISDA 2011: 11th International Conference on Intelligent Systems Design and Applications | es |
dc.eventinstitution | Córdoba, España | es |
dc.relation.publicationplace | New York, USA | es |
dc.contributor.funder | Ministerio de Ciencia e Innovación (MICIN). España | es |
dc.contributor.funder | Junta de Andalucía | es |