메뉴 건너뛰기




Volumn 374, Issue 1, 2007, Pages 483-490

Identification of overlapping community structure in complex networks using fuzzy c-means clustering

Author keywords

Complex network; Fuzzy c means clustering; Modular function; Overlapping community structure; Spectral mapping

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; DATA MINING; DATA STRUCTURES; FUZZY CONTROL; IDENTIFICATION (CONTROL SYSTEMS);

EID: 33751166180     PISSN: 03784371     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physa.2006.07.023     Document Type: Article
Times cited : (483)

References (21)
  • 1
    • 2942564706 scopus 로고    scopus 로고
    • Detecting community structure in networks
    • Newman M.E.J. Detecting community structure in networks. Eur. Phys. J. B 38 (2004) 321-330
    • (2004) Eur. Phys. J. B , vol.38 , pp. 321-330
    • Newman, M.E.J.1
  • 3
    • 0037062448 scopus 로고    scopus 로고
    • Community structure in social and biological networks
    • Girvan M., and Newman M.E.J. Community structure in social and biological networks. Proc. Natl. Acad. Sci. USA 99 12 (2002) 7821-7826
    • (2002) Proc. Natl. Acad. Sci. USA , vol.99 , Issue.12 , pp. 7821-7826
    • Girvan, M.1    Newman, M.E.J.2
  • 4
    • 27244441304 scopus 로고    scopus 로고
    • Community detection in complex networks using extremal optimization
    • Duch J., and Arenas A. Community detection in complex networks using extremal optimization. Phys. Rev. E 72 (2005) 027104
    • (2005) Phys. Rev. E , vol.72 , pp. 027104
    • Duch, J.1    Arenas, A.2
  • 5
    • 84880106426 scopus 로고    scopus 로고
    • S. White, P. Smyth, A spectral clustering approach to finding communities in graphs, SIAM International Conference on Data Mining, 2005.
  • 6
    • 20444504323 scopus 로고    scopus 로고
    • Uncovering the overlapping community structure of complex networks in nature and society
    • Palla G., Derényi I., Farkas I., and Vicsek T. Uncovering the overlapping community structure of complex networks in nature and society. Nature 435 (2005) 814-818
    • (2005) Nature , vol.435 , pp. 814-818
    • Palla, G.1    Derényi, I.2    Farkas, I.3    Vicsek, T.4
  • 7
    • 37649031573 scopus 로고    scopus 로고
    • Detecting fuzzy community structures in complex networks with a Potts model
    • Reichardt J., and Bornholdt S. Detecting fuzzy community structures in complex networks with a Potts model. Phys. Rev. Lett. 93 (2004) 218701
    • (2004) Phys. Rev. Lett. , vol.93 , pp. 218701
    • Reichardt, J.1    Bornholdt, S.2
  • 8
    • 37649028224 scopus 로고    scopus 로고
    • Finding and evaluating community structure in networks
    • Newman M.E.J., and Girvan M. Finding and evaluating community structure in networks. Phys. Rev. E 69 (2004) 026113
    • (2004) Phys. Rev. E , vol.69 , pp. 026113
    • Newman, M.E.J.1    Girvan, M.2
  • 9
    • 84900631115 scopus 로고    scopus 로고
    • Detecting network communities: a new systematic and efficient algorithm
    • Donetti L., and Muñoz M.A. Detecting network communities: a new systematic and efficient algorithm. J. Stat. Mech. P10012 (2004)
    • (2004) J. Stat. Mech. , vol.P10012
    • Donetti, L.1    Muñoz, M.A.2
  • 10
    • 0015644825 scopus 로고
    • A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters
    • Dunn J.C. A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters. J. Cybernet. 3 (1973) 32-57
    • (1973) J. Cybernet. , vol.3 , pp. 32-57
    • Dunn, J.C.1
  • 11
    • 33751180228 scopus 로고    scopus 로고
    • D. Verma, M. Meilǎ, A comparison of spectral clustering algorithms. Technical Report, 2003, UW CSE Technical Report 03-05-01.
  • 14
    • 33751186590 scopus 로고    scopus 로고
    • Fuzzy Clustering Toolbox-〈http://www.fmt.vein.hu/softcomp/fclusttoolbox/〉.
  • 15
    • 42449110882 scopus 로고
    • An information flow model for conflict and fission in small groups
    • Zachary W.W. An information flow model for conflict and fission in small groups. J. Anthropol. Res. 33 (1977) 452-473
    • (1977) J. Anthropol. Res. , vol.33 , pp. 452-473
    • Zachary, W.W.1
  • 16
    • 42749100809 scopus 로고    scopus 로고
    • Fast algorithm for detecting community structure in networks
    • Newman M.E.J. Fast algorithm for detecting community structure in networks. Phys. Rev. E 69 (2004) 066133
    • (2004) Phys. Rev. E , vol.69 , pp. 066133
    • Newman, M.E.J.1
  • 18
    • 2942619068 scopus 로고    scopus 로고
    • Finding communities in linear time: a physics approach
    • Wu F., and Huberman B.A. Finding communities in linear time: a physics approach. Eur. Phys. J. B 38 (2004) 331-338
    • (2004) Eur. Phys. J. B , vol.38 , pp. 331-338
    • Wu, F.1    Huberman, B.A.2
  • 19
    • 41349119161 scopus 로고    scopus 로고
    • A method to find community structures based on information centrality
    • Fortunato S., Latora V., and Marchiori M. A method to find community structures based on information centrality. Phys. Rev. E 70 (2004) 056104
    • (2004) Phys. Rev. E , vol.70 , pp. 056104
    • Fortunato, S.1    Latora, V.2    Marchiori, M.3
  • 20
    • 33751189270 scopus 로고    scopus 로고
    • Z. Bai, J. Demmel, J. Dongarra, A. Ruhe, H. Vorst (Eds.), Templates for the Solution of Algebraic Eigenvalue Problems: A Practical Guide, SIAM, Philadelphia, PA, 2000.
  • 21
    • 0036531325 scopus 로고    scopus 로고
    • Reducing the time complexity of the fuzzy c-means algorithm
    • Kelen J.F., and Hutcheson T. Reducing the time complexity of the fuzzy c-means algorithm. IEEE Trans. Fuzzy Systems 10 2 (2002) 263-267
    • (2002) IEEE Trans. Fuzzy Systems , vol.10 , Issue.2 , pp. 263-267
    • Kelen, J.F.1    Hutcheson, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.