Show simple item record

dc.contributor.authorCesari, Giulia
dc.contributor.authorAlgaba, Encarnación
dc.contributor.authorMoretti, Stefano
dc.contributor.authorNepomuceno, Juan A.
dc.date.accessioned2019-04-18T10:08:45Z
dc.date.available2019-04-18T10:08:45Z
dc.date.issued2018
dc.identifier.issn2364-8228
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/18689
dc.descriptionCet article est distribué selon les termes de la licence internationale Creative Commons Attribution 4.0 (http://creativecommons.org/licenses/by/4.0/)en
dc.language.isoenen
dc.subjectCooperative game theoryen
dc.subjectCentralityen
dc.subjectCo-expression networksen
dc.subjectShapley valueen
dc.subject.ddc003en
dc.titleAn application of the Shapley value to the analysis of co-expression networksen
dc.typeArticle accepté pour publication ou publié
dc.description.abstractenWe 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.en
dc.relation.isversionofjnlnameApplied Network Science
dc.relation.isversionofjnlvol3en
dc.relation.isversionofjnlissue1en
dc.relation.isversionofjnldate2018-08
dc.relation.isversionofjnlpages3:35en
dc.relation.isversionofdoi10.1007/s41109-018-0095-yen
dc.subject.ddclabelRecherche opérationnelleen
dc.relation.forthcomingnonen
dc.relation.forthcomingprintnonen
dc.description.ssrncandidatenonen
dc.description.halcandidateouien
dc.description.readershiprechercheen
dc.description.audienceInternationalen
dc.relation.Isversionofjnlpeerreviewedouien
dc.relation.Isversionofjnlpeerreviewedouien
dc.date.updated2019-03-27T15:24:26Z
hal.person.labIds5836
hal.person.labIds53292
hal.person.labIds989
hal.person.labIds74136
hal.identifierhal-02103359*


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record