dc.creator | Cesari, Giulia | es |
dc.creator | Algaba Durán, Encarnación | es |
dc.creator | Moretti, Stefano | es |
dc.creator | Nepomuceno Chamorro, Juan Antonio | es |
dc.date.accessioned | 2019-07-10T08:11:42Z | |
dc.date.available | 2019-07-10T08:11:42Z | |
dc.date.issued | 2018-08-24 | |
dc.identifier.citation | Cesari, G., Algaba Durán, E., Moretti, S. y Nepomuceno Chamorro, J.A. (2018). An application of the Shapley value to the analysis of co-expression networks. Applied Network Science, 3, 35-1-35-21. | |
dc.identifier.issn | 2364-8228 | es |
dc.identifier.uri | https://hdl.handle.net/11441/87984 | |
dc.description.abstract | We study the problem of identifying relevant genes in a co-expression network using a (cooperative) game theoretic approach. The Shapley value of a cooperative game is used to asses the relevance of each gene in interaction with the others, and to stress the role of nodes in the periphery of a co-expression network for the regulation of complex biological pathways of interest. An application of the method to the analysis of gene expression data from microarrays is presented, as well as a comparison with classical centrality indices. Finally, making further assumptions about the a priori importance of genes, we combine the game theoretic model with other techniques from cluster analysis. | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Springer Nature | es |
dc.relation.ispartof | Applied Network Science, 3, 35-1-35-21. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Centrality | es |
dc.subject | Co-expression networks | es |
dc.subject | Cooperative game theory | es |
dc.subject | Shapley value | es |
dc.title | An application of the Shapley value to the analysis of co-expression networks | es |
dc.type | info:eu-repo/semantics/article | 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 Matemática Aplicada II (ETSI) | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos | es |
dc.relation.publisherversion | http://doi.org/10.1007/s41109-018-0095-y | es |
dc.identifier.doi | 10.1007/s41109-018-0095-y | es |
idus.format.extent | 21 p. | es |
dc.journaltitle | Applied Network Science | es |
dc.publication.volumen | 3 | es |
dc.publication.initialPage | 35-1 | es |
dc.publication.endPage | 35-21 | es |