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An Algorithm to Discover the k-Clique Cover in Networks.

dc.contributor.authorCavique, Luís
dc.contributor.authorMendes, Armando B.
dc.contributor.authorSantos, Jorge M. A.
dc.date.accessioned2013-07-23T10:32:37Z
dc.date.available2013-07-23T10:32:37Z
dc.date.issued2009
dc.date.updated2013-07-18T17:54:54Z
dc.description14th Portuguese Conference on Artificial Intelligence, EPIA 2009, Aveiro, Portugal, October 12-15, 2009.en
dc.description.abstractIn social network analysis, a k-clique is a relaxed clique, i.e., a kclique is a quasi-complete sub-graph. A k-clique in a graph is a sub-graph where the distance between any two vertices is no greater than k. The visualization of a small number of vertices can be easily performed in a graph. However, when the number of vertices and edges increases the visualization becomes incomprehensible. In this paper, we propose a new graph mining approach based on k-cliques. The concept of relaxed clique is extended to the whole graph, to achieve a general view, by covering the network with k-cliques. The sequence of k-clique covers is presented, combining small world concepts with community structure components. Computational results and examples are presented.en
dc.identifier.citationCavique, Luis ; Mendes, Armando B. e Santos, Jorge M.A. (2009). "An Algorithm to Discover the k-Clique Cover in Networks", In Lopes, L. Seabra et al. (Eds.) «Progress in Artificial Intelligence», Proceedings of the 14th Portuguese Conference on Artificial Intelligence, EPIA 2009, LNCS 5816, Springer-Verlag Berlin Heidelberg, pp. 363-373. ISBN: 978-3-642-04685-8.en
dc.identifier.isbn978-3-642-04685-8
dc.identifier.urihttp://hdl.handle.net/10400.3/2148
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherSpringer Berlin Heidelbergpor
dc.relation.urihttp://hdl.handle.net/10400.2/1777
dc.subjectData Miningen
dc.subjectGraph Miningen
dc.subjectSocial Networksen
dc.titleAn Algorithm to Discover the k-Clique Cover in Networks.en
dc.typebook part
dspace.entity.typePublication
oaire.citation.conferencePlaceHeidelberg, Berlinpor
oaire.citation.endPage373por
oaire.citation.startPage363por
oaire.citation.titleProgress in Artificial Intelligenceen
rcaap.rightsopenAccesspor
rcaap.typebookPartpor

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