dc.creator | Pontes Balanza, Beatriz | es |
dc.creator | Giráldez, Raúl | es |
dc.creator | Aguilar Ruiz, Jesús Salvador | es |
dc.date.accessioned | 2022-03-01T09:08:30Z | |
dc.date.available | 2022-03-01T09:08:30Z | |
dc.date.issued | 2011 | |
dc.identifier.citation | Pontes Balanza, B., Giráldez, R. y Aguilar Ruiz, J.S. (2011). Evolutionary Biclustering based on Expression Patterns. En ISDA 2011: 11th International Conference on Intelligent Systems Design and Applications (537-542), 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/11441/130274 | |
dc.description.abstract | The majority of the biclustering approaches for
microarray data analysis use the Mean Squared Residue (MSR)
as the main evaluation measure for guiding the heuristic.
MSR has been proven to be inefficient to recognize several
kind of interesting patterns for biclusters. Transposed Virtual
Error (VEt ) has recently been discovered to overcome MSR
drawbacks, being able to recognize shifting and/or scaling
patterns. In this work we propose a parallel evolutionary
biclustering algorithm which uses VEt as the main part of
the fitness function, which has been designed using the volume
and overlapping as other objectives to optimize. The resulting
algorithm has been tested on both synthetic and benchmark
real data producing satisfactory results. These results has been
compared to those of the most popular biclustering algorithm
developed by Cheng and Church and based in the use of MSR. | es |
dc.description.sponsorship | Ministerio de Ciencia y Tecnología TIN2007-68084-C02-00 | 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. 537-542. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Genetic algorithm | es |
dc.subject | Parallel Computing | es |
dc.subject | Gene Expression Data | es |
dc.subject | Microarray analysis | es |
dc.subject | Biclustering | es |
dc.title | Evolutionary Biclustering based on Expression Patterns | es |
dc.type | info:eu-repo/semantics/conferenceObject | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | 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-C02-00 | es |
dc.relation.publisherversion | https://ieeexplore.ieee.org/abstract/document/6121711 | es |
dc.identifier.doi | 10.1109/ISDA.2011.6121711 | es |
dc.publication.initialPage | 537 | es |
dc.publication.endPage | 542 | 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 Y Tecnología (MCYT). España | es |