Analysis of community structure in networks of correlated data
作者： Sergio Gómez , Pablo Jensen , Alex Arenas
DOI: 10.1103/PHYSREVE.80.016114
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摘要: We present a reformulation of modularity that allows the analysis community structure in networks correlated data. The preserves probabilistic semantics original definition even when network is directed, weighted, signed, and has self-loops. This most general condition one can find study any network, particular those defined from apply our results to real data between stores city Lyon (France).
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Peter X.-K. Song, Correlated data analysis : modeling, analytics, and applications Springer Verlag. ,(2007)
Steven H. Strogatz, Exploring complex networks Nature. ,vol. 410, pp. 268- 276 ,(2001) , 10.1038/35065725
Chaoming Song, Shlomo Havlin, Hernán A. Makse, Self-similarity of complex networks. Nature. ,vol. 433, pp. 392- 395 ,(2005) , 10.1038/NATURE03248
A.-L. Barabasi, Network Theory--the Emergence of the Creative Enterprise Science. ,vol. 308, pp. 639- 641 ,(2005) , 10.1126/SCIENCE.1112554
S BOCCALETTI, V LATORA, Y MORENO, M CHAVEZ, D HWANG, Complex networks: Structure and dynamics Physics Reports. ,vol. 424, pp. 175- 308 ,(2006) , 10.1016/J.PHYSREP.2005.10.009
M. Girvan, M. E. J. Newman, Community structure in social and biological networks Proceedings of the National Academy of Sciences of the United States of America. ,vol. 99, pp. 7821- 7826 ,(2002) , 10.1073/PNAS.122653799
Roger Guimerà, Luís A. Nunes Amaral, Functional cartography of complex metabolic networks Nature. ,vol. 433, pp. 895- 900 ,(2005) , 10.1038/NATURE03288
M. E. J. Newman, M. Girvan, Finding and evaluating community structure in networks. Physical Review E. ,vol. 69, pp. 026113- 026113 ,(2004) , 10.1103/PHYSREVE.69.026113
M. E. J. Newman, Analysis of weighted networks. Physical Review E. ,vol. 70, pp. 056131- ,(2004) , 10.1103/PHYSREVE.70.056131
A Arenas, A Fernández, S Gómez, Analysis of the structure of complex networks at different resolution levels New Journal of Physics. ,vol. 10, pp. 053039- ,(2008) , 10.1088/1367-2630/10/5/053039