Uncovering fuzzy community structure in complex networks

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics

Volumn 76, Issue 4, 2007, Pages

  Zhang, Shihua ^a,c   Wang, Rui Sheng ^b   Zhang, Xiang Sun ^a  

^a CHINESE ACADEMY OF SCIENCES   (China)

^b RENMIN UNIVERSITY OF CHINA   (China)

^c UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; FACTORIZATION; MATRIX ALGEBRA; REAL TIME SYSTEMS;

COMPLEX NETWORKS; DIFFUSION KERNEL; FUZZY COMMUNITY STRUCTURE; NON NEGATIVE MATRIX FACTORIZATION;

FUZZY SYSTEMS;

EID: 35248856486     PISSN: 15393755     EISSN: 15502376     Source Type: Journal    
DOI: 10.1103/PhysRevE.76.046103     Document Type: Article

References (37)

1. M. E. J. Newman, Phys. Rev. E PLEEE8 1063-651X 10.1103/PhysRevE.64.016132 64, 016131 (2001).
2. A.-L. Barabasi, H. Jeong, Z. Neda, E. Ravasz, A. Schubert, and T. Vicsek, Physica A PHYADX 0378-4371 10.1016/S0378-4371(02)00736-7 311, 590 (2002).
3. G. W. Flake, S. Lawrence, C. L. Giles, and F. M. Coetzee, IEEE Computer 35, 66 (2002).
4. H. Jeong, B. Tombor, R. Albert, Z. Oltvai, and A.-L. Barabasi, Nature (London) NATUAS 0028-0836 10.1038/35036627 407, 651 (2000).
5. A. Wagner, Mol. Biol. Evol. MBEVEO 0737-4038 18, 1283 (2001).
6. H. Jeong, S. Mason, A.-L. Barabasi, and Z. N. Oltvai, Nature (London) NATUAS 0028-0836 10.1038/35075138 411, 41 (2001).
7. E. Ravasz, A. L. Somera, D. A. Mongru, Z. N. Oltvai, and A.-L. Barabasi, Science SCIEAS 0036-8075 10.1126/science.1073374 297, 1551 (2002).
8. M. E. J. Newman, Eur. Phys. J. B EPJBFY 1434-6028 10.1140/epjb/e2004- 00124-y 38, 321 (2004).
9. L. Danon, J. Duch, A. Diaz-Guilera, and A. Arenas, J. Stat. Mech.: Theory Exp. ZZZZZZ 1742-5468 2005, P09008 (2005).
10. M. E. J. Newman and M. Girvan, Phys. Rev. E PLEEE8 1063-651X 10.1103/PhysRevE.69.026113 69, 026113 (2004).
11. M. E. J. Newman, Proc. Natl. Acad. Sci. U.S.A. PNASA6 0027-8424 10.1073/pnas.0601602103 103, 8577 (2006).
12. J. Reichardt and S. Bornholdt, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.93.218701 93, 218701 (2004).
13. G. Palla, I. Derényi, I. Farkas, and T. Vicsek, Nature (London) NATUAS 0028-0836 10.1038/nature03607 435, 814 (2005).
14. S. Zhang, R. S. Wang, and X. S. Zhang, Physica A PHYADX 0378-4371 10.1016/j.physa.2006.07.023 374, 483 (2007).
15. D. Gfeller, J. C. Chappelier, and P. De Los Rios, Phys. Rev. E PLEEE8 1063-651X 10.1103/PhysRevE.72.056135 72, 056135 (2005).
16. D. D. Lee and H. S. Seung, Nature (London) NATUAS 0028-0836 10.1038/44565 401, 788 (1999).
17. D. D. Lee and H. S. Seung, Adv. Neural Inf. Process. Syst. ZZZZZZ 1049-5258 13, 556 (2001).
18. J. P. Brunet, P. Tamayo, T. R. Golub, and J. P. Mesirov, Proc. Natl. Acad. Sci. U.S.A. PNASA6 0027-8424 10.1073/pnas.0308531101 101, 4164 (2004).
19. W. Liu and N. Zheng, Pattern Recogn. Lett. PRLEDG 0167-8655 10.1016/j.patrec.2004.02.002 25, 893 (2004).
20. R. I. Kondor and J. Lafferty, in Proceedings of the Nineteenth International Conference on Machine Learning (Morgan Kaufmann, San Francisco, 2002), pp. 315-322.
21. R. Kondor and J.-P. Vert, in Kernel Methods in Computational Biology, edited by, B. Scholkopf, K. Tsuda, and, J.-P. Vert, (MIT Press, Cambridge, MA, 2004).
22. C. B. Moler and C. F. Van Loan, SIAM Rev. SIREAD 0036-1445 10.1137/1020098 20, 801 (1979).
23. http://www.mathworks.com/
24. S. Muff, F. Rao, and A. Caflisch, Phys. Rev. E PLEEE8 1063-651X 10.1103/PhysRevE.72.056107 72, 056107 (2005).
25. M. Girvan and M. E. J. Newman, Proc. Natl. Acad. Sci. U.S.A. PNASA6 0027-8424 10.1073/pnas.122653799 99, 7821 (2002).
26. F. Wu and B. A. Huberman, Eur. Phys. J. B EPJBFY 1434-6028 10.1140/epjb/e2004-00125-x 38, 331 (2004).
27. H. J. Zhou, Phys. Rev. E PLEEE8 1063-651X 10.1103/PhysRevE.67.061901 67, 061901 (2003).
28. S. Zhang, X. M. Ning, and X. S. Zhang, Eur. Phys. J. B EPJBFY 1434-6028 10.1140/epjb/e2007-00146-y 57, 67 (2007).
29. S. Fortunato, V. Latora, and M. Marchiori, Phys. Rev. E PLEEE8 1063-651X 10.1103/PhysRevE.70.056104 70, 056104 (2004).
30. W. W. Zachary, J. Anthropol. Res. ZZZZZZ 0091-7710 33, 452 (1977).
31. L. Donetti and M. A. Muñoz, J. Stat. Mech.: Theory Exp. ZZZZZZ 1742-5468 2004, P10012 (2004).
32. F. Radicchi, C. Castellano, F. Cecconi, V. Loreto, and D. Parisi, Proc. Natl. Acad. Sci. U.S.A. PNASA6 0027-8424 10.1073/pnas.0400054101 101, 2658 (2004).
33. N. J. Krogan, Nature (London) NATUAS 0028-0836 10.1038/nature04670 440, 637 (2006).
34. H. W. Mewes, Nucleic Acids Res. NARHAD 0305-1048 10.1093/nar/30.1.31 30, 31 (2002).
35. S. Zhang, H. W. Liu, X. M. Ning, and X. S. Zhang, in Proceedings of IEEE International Conference on Data Mining-Workshops (ICDMW'06) (IEEE Computer Society, Washington D.C., 2006), pp. 130-135.
36. R. Guimerà and L. A. N. Amaral, Nature (London) NATUAS 0028-0836 10.1038/nature03288 433, 895 (2005).
37. R. Guimerà and L. A. N. Amaral, J. Stat. Mech.: Theory Exp. ZZZZZZ 1742-5468 2005, P02001 (2005).