Please use this identifier to cite or link to this item:
http://hdl.handle.net/10397/53671
DC Field | Value | Language |
---|---|---|
dc.contributor | Department of Electronic and Information Engineering | - |
dc.creator | Ganganath, N | - |
dc.creator | Chen, GR | - |
dc.creator | Cheng, CT | - |
dc.date.accessioned | 2016-06-27T08:41:57Z | - |
dc.date.available | 2016-06-27T08:41:57Z | - |
dc.identifier.uri | http://hdl.handle.net/10397/53671 | - |
dc.language.iso | en | en_US |
dc.publisher | IEICE | en_US |
dc.rights | © IEICE Japan 2014 | en_US |
dc.rights | The following publication N. Ganganath, G. Chen, and C.-T. Cheng, "Detecting hierarchical and overlapping community structures in networks," in Proceedings of NOLTA 2014 : 2014 International Symposium on Nonlinear Theory and its Applications, September 14-18, 2014, Luzern, Switzerland, IEICE, 2014, pp. 345-348 is published by IEICE and is available at http://www.ieice.org/~nolta/symposium/archive/2014/0ClickMe_NOLTA2014_Navi.pdf | en_US |
dc.title | Detecting hierarchical and overlapping community structures in networks | en_US |
dc.type | Conference Paper | en_US |
dc.identifier.spage | 345 | - |
dc.identifier.epage | 348 | - |
dcterms.abstract | Community structure can be observed in many natural, biological and social networks. Studies suggest that these communities may have organized in a hierarchical manner while some communities overlap with others. This paper introduces an algorithm to detect such hierarchical and overlapping community structures in networks based on the concept of maximal cliques. It introduces an alternate modularity for evaluating overlapping community structures. Unlike existing algorithms for detecting hierarchical and overlapping community structures, the new algorithm is free of parameter tuning and random seeds. Experiments conducted on two real-world networks show that this algorithm is capable of providing satisfactory and consistent results. | - |
dcterms.accessRights | open access | en_US |
dcterms.bibliographicCitation | Proceedings of NOLTA 2014 : 2014 International Symposium on Nonlinear Theory and its Applications, September 14-18, 2014, Luzern, Switzerland, p. 345-348 | - |
dcterms.issued | 2014 | - |
dc.identifier.rosgroupid | 2014001368 | - |
dc.description.ros | 2014-2015 > Academic research: refereed > Refereed conference paper | - |
dc.description.oa | Version of Record | en_US |
dc.identifier.FolderNumber | a0020-n12 | en_US |
dc.description.pubStatus | Published | en_US |
Appears in Collections: | Conference Paper |
Files in This Item:
File | Description | Size | Format | |
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Ganganath_Detecting_Hierarchical_Overlapping.pdf | 400.18 kB | Adobe PDF | View/Open |
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