Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion

Community detection is an important task in network analysis. A community (also referred to as a cluster) is a set of cohesive vertices that have more connections inside the set than outside. In many social and information networks, these communities naturally overlap. For instance, in a social netw...

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Veröffentlicht in:	IEEE transactions on knowledge and data engineering 2016-05, Vol.28 (5), p.1272-1284
Hauptverfasser:	Jiyoung Whang, Joyce, Gleich, David F., Dhillon, Inderjit S.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms clustering Clustering algorithms Collaboration Community detection Image edge detection Kernel MySpace overlapping communities personalized PageRank seed expansion Seeds
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