Community detection in complex networks using density-based clustering algorithm and manifold learning

Like clustering analysis, community detection aims at assigning nodes in a network into different communities. Fdp is a recently proposed density-based clustering algorithm which does not need the number of clusters as prior input and the result is insensitive to its parameter. However, Fdp cannot b...

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Veröffentlicht in:	Physica A Jg. 464; S. 221 - 230
Hauptverfasser:	You, Tao, Cheng, Hui-Min, Ning, Yi-Zi, Shia, Ben-Chang, Zhang, Zhong-Yuan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 15.12.2016
Schlagworte:	Community detection Complex network Density-based clustering IsoMap Manifold learning Community detection Manifold learning Density-based clustering IsoMap Complex network
ISSN:	0378-4371, 1873-2119
Online-Zugang:	Volltext
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