Detecting Multi-Scale Community Structure in Complex Networks
2015 ◽
Vol 740
◽
pp. 881-884
Keyword(s):
Multiple-scale community of complex networks has attracted much attention. For the problem, previous methods can not investigate multiple-scale property of community. To address this, we propose a novel algorithm (h_LPA) to detect multiple-scale structure of community. The algorithm is a heuristic label propagation algorithm associated with spectral analysis of complex networks. Label updating strategy of h_LPA is combined with heuristic function from the perspective of networks dynamics. The heuristic function further improves the dynamic efficiency of h_LPA. Extensive tests on artificial networks and real world networks give excellent results.
2021 ◽
2016 ◽
Vol 9
(8)
◽
pp. 317-326
◽
2015 ◽
Vol 29
(05)
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pp. 1550029
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Keyword(s):
2014 ◽
Vol 28
(30)
◽
pp. 1450216
◽
2016 ◽
Vol 460
◽
pp. 98-104
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