Close

1. Identity statement
Reference TypeConference Paper (Conference Proceedings)
Sitemtc-m21b.sid.inpe.br
Holder Codeisadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S
Identifier8JMKD3MGP3W34P/3LTD9LL
Repositorysid.inpe.br/mtc-m21b/2016/06.20.17.36
Last Update2020:11.11.11.16.16 (UTC) simone
Metadata Repositorysid.inpe.br/mtc-m21b/2016/06.20.17.36.43
Metadata Last Update2020:11.11.11.16.17 (UTC) simone
Secondary KeyINPE--PRE/
Citation KeyOliveiraMaiaMacaQuil:2016:CoDeUs
TitleCommunity detection using coupled Kuramoto oscillators with conditional repulsion
Year2016
Access Date2024, June 15
Secondary TypePRE CI
Number of Files1
Size923 KiB
2. Context
Author1 Oliveira, João Eliakin Mota de
2 Maia, Marcos Daniel Nogueira
3 Macau, Elbert Einstein Nehrer
4 Quiles, Marcos G.
Resume Identifier1
2
3 8JMKD3MGP5W/3C9JGUT
Group1 CAP-COMP-SPG-INPE-MCTI-GOV-BR
2 CAP-COMP-SPG-INPE-MCTI-GOV-BR
3 LAC-CTE-INPE-MCTI-GOV-BR
Affiliation1 Instituto Nacional de Pesquisas Espaciais (INPE)
2 Instituto Nacional de Pesquisas Espaciais (INPE)
3 Instituto Nacional de Pesquisas Espaciais (INPE)
4 Universidade Federal de São Paulo (UNIFESP)
Author e-Mail Address1 joao.eliakin@inpe.br
2 mdanielnm@gmail.com
3 elbert.macau@inpe.br
4 quiles@unifesp.br
Conference NameInternational Conference on Nonlinear Science and Complexity, 6
Conference LocationSão José dos Campos, SP
Date16-20 May
History (UTC)2016-06-20 17:37:03 :: simone -> administrator :: 2016
2018-06-04 02:40:56 :: administrator -> simone :: 2016
3. Content and structure
Is the master or a copy?is the master
Content Stagecompleted
Transferable1
Content TypeExternal Contribution
Version Typepublisher
KeywordsComplex Networks
Nonlinear Dynamics and Complex Systems
Synchronization in Nonlinear Systems
Community Detection
AbstractComplex Networks have been presented ubiquitously in the last decade. As a straightforward and efficient framework to represent agents and their relationships, several fields, from Physics to Sociology, have taken advantage of the representation power provided by complex networks. A particular feature inherited by almost any real world network is the presence of groups of densely connected nodes, named modules, clusters or communities. The community organization of the network can provide valuable information about the network, such as the network domain and its organization. In this work, we present a novel model based on coupled Kuramoto oscillators with positive and negative links. Opposing to prior applications of coupled Kuramoto oscillators to detect communities, here we propose a conditional negative coupling that depends on the topological features of selected nodes. By using this new negative coupling, we obtain a more efficient model without degrading the community detection accuracy since, at the dynamical equilibrium, the oscillators will not be all at the same phase as if the standard Kuramoto model is applied, nevertheless, within modules, the phases will tend to be very similar, which allows us to easily detect the existing modules in the complex network.
AreaCOMP
Arrangement 1urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > Community detection using...
Arrangement 2urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CAP > Community detection using...
doc Directory Contentaccess
source Directory Contentthere are no files
agreement Directory Content
agreement.html 20/06/2016 14:36 1.0 KiB 
4. Conditions of access and use
data URLhttp://urlib.net/ibi/8JMKD3MGP3W34P/3LTD9LL
zipped data URLhttp://urlib.net/zip/8JMKD3MGP3W34P/3LTD9LL
Languageen
Target Fileoliveira_community.pdf
User Groupsimone
Reader Groupadministrator
simone
Visibilityshown
Update Permissionnot transferred
5. Allied materials
Mirror Repositoryurlib.net/www/2011/03.29.20.55
Next Higher Units8JMKD3MGPCW/3ESGTTP
8JMKD3MGPCW/3F2PHGS
Citing Item Listsid.inpe.br/bibdigital/2013/10.12.22.16 5
sid.inpe.br/mtc-m21/2012/07.13.14.45.07 2
Host Collectionsid.inpe.br/mtc-m21b/2013/09.26.14.25.20
6. Notes
Empty Fieldsarchivingpolicy archivist booktitle callnumber copyholder copyright creatorhistory descriptionlevel dissemination doi e-mailaddress edition editor format isbn issn label lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project publisher publisheraddress readpermission rightsholder schedulinginformation secondarydate secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype type url volume
7. Description control
e-Mail (login)simone
update 


Close