The detection of community structure in network via an improved spectral method

Physica A: Statistical Mechanics and its Applications

Volumn 388, Issue 15-16, 2009, Pages 3268-3272

  Xie, Fuding ^a   Ji, Min ^a   Zhang, Yong ^a   Huang, Dan ^a  

^a LIAONING NORMAL UNIVERSITY   (China)

Author keywords

Community structure; Complex network; SNN similarity matrix; Spectral method

Indexed keywords

CLUSTERING ALGORITHMS; SPECTROSCOPY;

COMMUNITY STRUCTURES; FUZZY C-MEANS CLUSTERING ALGORITHMS; IN NETWORKS; NETWORK SYSTEMS; SHARED NEAREST NEIGHBORS; SIMILARITY MATRIX; SPECTRAL METHODS;

COMPLEX NETWORKS;

EID: 65649102278     PISSN: 03784371     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physa.2009.04.036     Document Type: Article

References (23)

1. Strogatz S.H. Nature (London) 410 (2001) 268-276
2. Albert R., and Barabasi A.L. Rev. Modern Phys. 74 (2002) 47-97
3. Girvan M., and Newman M.E.J. Proc. Natl. Acad. Sci. USA 99 (2002) 7821-7826
4. Newman M.E.J. SIAM Rev. 45 (2003) 167-256
5. Xiang J., Hua K., and Tang Y. Physica A 387 (2008) 3327-3334
6. Ravasz E., Somera A.L., Mongru D.A., Oltvai Z.N., and Barabasi A.L. Science 297 (2002) 1551-1555
7. Clauset A. Phys. Rev. E 72 (2005) 026132
8. Arenas A., Danon L., Diaz-Guilera A., et al. Eur. J. Phys. B 38 (2004) 373-380
9. Zhou H. Phys. Rev. E 67 (2003) 061901
10. Guimera R., and Amaral L.A.N. Nature 433 (2005) 895-900
11. Newman M.E.J. Phys. Rev. E 74 (2006) 036104
12. Kleinberg J. J. ACM 46 (1999) 604-632
13. Capocci A., Sercedio V.D.P., Caldarelli G., and Colaiori F. Physica A 352 (2005) 669-676
14. Fan Y., Li M., Zhang P., Wu J., and Di Z. Physica A 377 (2007) 363-372
15. Bezdek J.C. Pattern Recognition with Fuzzy Objective Function Algorithms (1981), Plenum Press, New York
16. Berget I., Mevik BH., and Næs T. Computational Statistics & Data Analysis 52 (2008) 2403-2418
17. Zachary W.W. J. Anthropol. Res. 33 (1977) 452-473
18. Castellano C., Cecconi F., Loreto V., et al. Eur. Phys. J. B 38 (2004) 311-319
19. Gawronski P., and Kulakowski K. AIP Conf. Proc. 779 (2005) 93-95
20. Wu F., and Huberman B.A. Eur. Phys. J. B 38 (2004) 331-338
21. Zhang S.H., Wang R.S., and Zhang X.S. Physica A 374 (2007) 483-490
22. Newman M.E.J., and Girvan M. Phys. Rev. E 69 (2004) 026113
23. Zhang J.H., Zhang S.H., and Zhang X.S. Physica A 387 (2008) 1675-1682