Community structure in real-world networks from a non-parametrical synchronization-based dynamical approach

Chaos, Solitons and Fractals

Volumn 45, Issue 9-10, 2012, Pages 1171-1179

  Moujahid, Abdelmalik ^a   D'Anjou, Alicia ^a   Cases, Blanca ^a  

^a UNIVERSITY OF THE BASQUE COUNTRY UPV EHU   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ASSOCIATION REACTIONS; SYNCHRONIZATION;

ADAPTATION MECHANISM; CHARACTERISTIC FREQUENCIES; COMMUNITY STRUCTURES; COUPLED OSCILLATORS; DYNAMICAL APPROACHES; INTERACTION SCHEMES; REAL-WORLD NETWORKS; SYNCHRONIZATION PROCESS;

COMPUTER NETWORKS;

EID: 84864062831     PISSN: 09600779     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chaos.2012.06.007     Document Type: Article

References (32)

1. M.E.J. Newman Networks: an introduction 2010 Oxford University Press Oxford
2. M. Girvan, and M. Newman Community structure in social and biological networks Proc Natl Acad Sci USA 99 2002 7821
3. J. Chen, and B. Yuan Detecting functional modules in the yeast protein-protein interaction network Bioinformatics 22 18 2006 2283 2290 (Pubitemid 44390885)
4. G.W. Flake, S. Lawrence, C. Lee Giles, and F.M. Coetzee Self-organization and identification of web communities Computer 35 3 2002 66 71 (Pubitemid 34249404)
5. R. Guimera, and L.A.N. Amaral Functional cartography of complex metabolic networks Nature 433 7028 2005 895 900 (Pubitemid 40314902)
6. A.E. Krause, K.A. Frank, D.M. Mason, R.E. Ulanowicz, and W.W. Taylor Compartments revealed in food-web structure Nature 426 6964 2003 282 285 (Pubitemid 37463145)
7. Hlaoui A, Wang S. A direct approach to graph clustering. In: Proceedings of the IASTED international conference on neural networks and computational intelligence, art. no. 413-032, 2004, p. 158-63. (Pubitemid 40036357)
8. M. Rosvall, and C.T. Bergstrom Maps of random walks on complex networks reveal community structure, Proc Natl Acad Sci USA 105 2008 1118
9. A. Clauset, M.E.J. Newman, and C. Moore Finding community structure in very large networks Phys Rev E 70 2004 066111
10. Santo. Fortunato Phys Rep 486 2010 75 174
11. Alex. Arenas, Albert. Daz-Guilera, and J. Prez-Vicente. Conrad Synchronization reveals topological scales in complex networks Phys Rev Lett 96 2006 114102
12. S. Boccaletti, M. Ivanchenko, V. Latora, A. Pluchino, and A. Rapisarda Detecting complex network modularity by dynamical clustering Phys Rev E 75 2007 045102(R)
13. J.A. Almendral, I. Leyva, D. Li, I. Sendia-Nadal, S. Havlin, and S. Boccaletti Dynamics of overlapping structures in modular networks Phys Rev E 82 2010 016115
14. D. Li, I. Leyva, J.A. Almendral, I. Sendia-Nadal, J.M. Buld, and S. Havlin Synchronization interfaces and overlapping communities in complex networks Phys Rev Lett 101 2008 168701
15. Y. Kuramoto Chemical oscillations Waves and turbulance 1984 Springer-Verlag Berlin, Germany
16. A. Pluchino Int J Mod Phys C 16 2005 515
17. Wu. Xiaoqun Detecting the topologies of complex networks with stochastic perturbations Chaos 21 2011 043129
18. Pluchino A et al. Modules identification by a dynamical clustering algorithm based on chaotic Rössler oscillators, American Institute of Physics, Conference Proceedings 965, 2007, p. 323.
19. F. Sorrentino Synchronization in weighted scale-free networks with degree-degree correlation Phys D Nonlinear Phenom 224 1-2 2006 123 129 (Pubitemid 44762219)
20. L. Pastur Detecting local synchronization in coupled chaotic systems Phys Rev E 69 2004 036201
21. Li. Chunguang, and Chen. Guanrong Phase synchronization in small-world networks of chaotic oscillators Phys A 341 2004 73 79
22. R. Hegselmann, and U. Krause Opinion dynamics and bounded confidence: models, analysis and simulation J Artif Soc Social Simul 5 2002
23. V. Osipov. Grigory, S. Pikovsky. Arkady, G. Rosenblum. Michael, and Kurths. Jurgen Phase synchronization effects in a lattice of nonidentical Rossler oscillators Phys Rev E 55 1997 2353
24. S. Boccaletti The synchronized dynamics of complex systems Monogr Ser Nonlinear Sci complex 6 2008 ISBN: 978-0-444-52743-1
25. M.E.J. Newman Fast algorithm for detecting community structure in networks Phys Rev E 69 2004 066133
26. M.E.J. Newman, and M. Girvan Finding and evaluating community structure in networks Phys Rev E 69 2004 026113
27. B.H. Good Performance of modularity maximization in practical contexts Phys Rev E 81 2010 046106
28. W. Zachary An information flow model for conflict and fission in small groups J Anthropol Res 33 1977 452 473
29. David Lusseau Behav Ecol Sociobiol 54 2003 396 405
30. Pablo Gleiser, and Leon Danon Community Structure in Jazz Adv Complex Syst 6 2003 565 573
31. L. Danon Comparing community structure identification J Stat Mech 2005 09008
32. A. Lancichinetti, S. Fortunato, and F. Radicchi Benchmark graphs for testing community detection algorithms Phys. Rev. 78 2008 046110E