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dc.contributor.authorPérez Casany, Marta
dc.contributor.authorDuarte López, Ariel
dc.contributor.authorPrat Pérez, Arnau
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa
dc.date.accessioned2017-06-28T07:17:33Z
dc.date.available2017-06-28T07:17:33Z
dc.date.issued2015-12-18
dc.identifier.citationPerez-Casany, M., Duarte-López, A., Prat-Pérez, A. Marshall-Olkin extended Zipf distribution. A: "Using the Marshall-Olkin extended zipf distribution in graph generation". Berlín: Springer, 2015, p. 493-502.
dc.identifier.isbn978-3-319-27307-5
dc.identifier.urihttp://hdl.handle.net/2117/105912
dc.description.abstractBeing able to generate large synthetic graphs resembling those found in the real world, is of high importance for the design of new graph algorithms and benchmarks. In this paper, we first compare several probability models in terms of goodness-of-fit, when used to model the degree distribution of real graphs. Second, after confirming that the MOEZipf model is the one that gives better fits, we present a method to generate MOEZipf distributions. The method is shown to work well in practice when implemented in a scalable synthetic graph generator.
dc.format.extent10 p.
dc.language.isoeng
dc.publisherSpringer
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Spain
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Matemàtiques i estadística
dc.subject.lcshMathematical statistics
dc.subject.otherzipf distribution
dc.subject.othernode degree
dc.subject.othernetwork analysis
dc.titleMarshall-Olkin extended Zipf distribution
dc.typePart of book or chapter of book
dc.subject.lemacEstadística matemàtica
dc.subject.lemacDistribució (Teoria de la probabilitat)
dc.contributor.groupUniversitat Politècnica de Catalunya. DAMA-UPC - Data Management Group
dc.identifier.doi10.1007/978-3-319-27308-2_40
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttps://link.springer.com/chapter/10.1007/978-3-319-27308-2_40
dc.rights.accessOpen Access
drac.iddocument21104019
dc.description.versionPostprint (author's final draft)
upcommons.citation.authorPerez-Casany, M., Duarte-López, A., Prat-Pérez, A.
upcommons.citation.pubplaceBerlín
upcommons.citation.publishedtrue
upcommons.citation.publicationNameUsing the Marshall-Olkin extended zipf distribution in graph generation
upcommons.citation.startingPage493
upcommons.citation.endingPage502


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