dc.creator | Márquez Chamorro, Alfonso Eduardo | es |
dc.creator | Divina, Federico | es |
dc.creator | Aguilar Ruiz, Jesús Salvador | es |
dc.creator | Santiesteban Toca, Cosme E. | es |
dc.date.accessioned | 2022-05-23T07:43:14Z | |
dc.date.available | 2022-05-23T07:43:14Z | |
dc.date.issued | 2013 | |
dc.identifier.citation | Márquez Chamorro, A.E., Divina, F., Aguilar Ruiz, J.S. y Santiesteban Toca, C.E. (2013). Improving the Efficiency of MECoMaP: A Protein Residue-Residue Contact Predictor. En CIARP 2013: 18th Iberoamerican Congress on Pattern Recognition (166-173), La Habana, Cuba: Springer. | |
dc.identifier.isbn | 978-3-642-41826-6 | es |
dc.identifier.issn | 0302-9743 | es |
dc.identifier.uri | https://hdl.handle.net/11441/133513 | |
dc.description.abstract | This work proposes an improvement of the multi-objective
evolutionary method for the protein residue-residue contact prediction
called MECoMaP. This method bases its prediction on physico chemical properties of amino acids, structural features and evolutionary
information of the proteins. The evolutionary algorithm produces a set
of decision rules that identifies contacts between amino acids. These
decision rules generated by the algorithm represent a set of conditions to
predict residue-residue contacts. A new encoding used, a fast evaluation
of the examples from the training data set and a treatment of unbalanced
classes of data were considered to improve the the efficiency of the
algorithm. | es |
dc.format | application/pdf | es |
dc.format.extent | 8 | es |
dc.language.iso | eng | es |
dc.publisher | Springer | es |
dc.relation.ispartof | CIARP 2013: 18th Iberoamerican Congress on Pattern Recognition (2013), pp. 166-173. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Protein structure prediction | es |
dc.subject | Residue-residue contact | es |
dc.subject | Multi-objective Optimization | es |
dc.subject | Evolutionary Computation | es |
dc.title | Improving the Efficiency of MECoMaP: A Protein Residue-Residue Contact Predictor | 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.publisherversion | https://link.springer.com/chapter/10.1007/978-3-642-41827-3_21 | es |
dc.identifier.doi | 10.1007/978-3-642-41827-3_21 | es |
dc.contributor.group | Universidad de Sevilla. TIC205: Ingeniería del Software Aplicada | es |
dc.publication.initialPage | 166 | es |
dc.publication.endPage | 173 | es |
dc.eventtitle | CIARP 2013: 18th Iberoamerican Congress on Pattern Recognition | es |
dc.eventinstitution | La Habana, Cuba | es |
dc.relation.publicationplace | Berlin, Germany | es |
dc.identifier.sisius | 20640365 | es |