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Volumn 22, Issue 7, 2012, Pages

Unsupervised clustering analysis: A multiscale complex networks approach

Author keywords

Clustering; community structure; modularity; multiple resolution; networks

Indexed keywords

BENCHMARKING; CLASSIFICATION (OF INFORMATION); CLUSTERING ALGORITHMS; NETWORKS (CIRCUITS);

EID: 84864808571     PISSN: 02181274     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0218127412300236     Document Type: Conference Paper
Times cited : (12)

References (36)
  • 2
    • 46749146824 scopus 로고    scopus 로고
    • Analysis of the structure of complex networks at different resolution levels
    • Arenas, A., Fernández, A. & Gomez, S. 2008 "Analysis of the structure of complex networks at different resolution levels," New J. Phys. 10, 053039.
    • (2008) New J. Phys. , vol.10 , pp. 053039
    • Arenas, A.1    Fernández, A.2    Gomez, S.3
  • 3
    • 17844365562 scopus 로고    scopus 로고
    • Network theory-The emergence of the creative enterprise
    • Barabási, A.-L. 2005 "Network theory-The emergence of the creative enterprise," Science 308, 639.
    • (2005) Science , vol.308 , pp. 639
    • Barabási, A.-L.1
  • 4
    • 0039998729 scopus 로고
    • Exponential numbers
    • Bell, E. T. 1934 "Exponential numbers," Amer. Math. Monthly 41, 411.
    • (1934) Amer. Math. Monthly , vol.41 , pp. 411
    • Bell, E.T.1
  • 6
    • 41349117788 scopus 로고    scopus 로고
    • Finding community structure in very large networks
    • Clauset, A., Newman, M. E. J. & Moore, C. 2004 "Finding community structure in very large networks," Phys. Rev. E 70, 066111.
    • (2004) Phys. Rev. E , vol.70 , pp. 066111
    • Clauset, A.1    Newman, M.E.J.2    Moore, C.3
  • 8
    • 27244441304 scopus 로고    scopus 로고
    • Community identification using extremal optimization
    • Duch, J. & Arenas, A. 2005 "Community identification using extremal optimization," Phys. Rev. E 72, 027104.
    • (2005) Phys. Rev. E , vol.72 , pp. 027104
    • Duch, J.1    Arenas, A.2
  • 9
    • 49349113304 scopus 로고    scopus 로고
    • Solving nonuniqueness in agglomerative hierarchical clustering using multidendrograms
    • Fernández, A. & Gomez, S. 2008 "Solving nonuniqueness in agglomerative hierarchical clustering using multidendrograms," J. Classif. 25, 43.
    • (2008) J. Classif. , vol.25 , pp. 43
    • Fernández, A.1    Gomez, S.2
  • 10
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • Fisher, R. A. 1936 "The use of multiple measurements in taxonomic problems," Ann. Eugenics 7, 179.
    • (1936) Ann. Eugenics , vol.7 , pp. 179
    • Fisher, R.A.1
  • 12
    • 74049087026 scopus 로고    scopus 로고
    • Community detection in graphs
    • Fortunato, S. 2010 "Community detection in graphs," Phys. Rep. 486, 75.
    • (2010) Phys. Rep. , vol.486 , pp. 75
    • Fortunato, S.1
  • 14
    • 0037062448 scopus 로고    scopus 로고
    • Community structure in social and biological networks
    • Girvan, M. & Newman, M. E. J. 2002 "Community structure in social and biological networks," Proc. Natl. Acad. Sci. USA 99, 7821.
    • (2002) Proc. Natl. Acad. Sci. USA , vol.99 , pp. 7821
    • Girvan, M.1    Newman, M.E.J.2
  • 15
    • 68949122402 scopus 로고    scopus 로고
    • Analysis of community structure in networks of correlated data
    • Gomez, S., Jensen, P. & Arenas, A. 2009 "Analysis of community structure in networks of correlated data," Phys. Rev. E 80, 016114.
    • (2009) Phys. Rev. E , vol.80 , pp. 016114
    • Gomez, S.1    Jensen, P.2    Arenas, A.3
  • 16
    • 84865123329 scopus 로고    scopus 로고
    • Gomez, S. & Fernández, A. 2010 URL http://deim. urv.cat/sgomez/multidendrograms.php.
    • (2010)
    • Gomez, S.1    Fernández, A.2
  • 18
    • 84856132560 scopus 로고    scopus 로고
    • Cartography of complex networks: Modules and universal roles
    • Guimerà, R. & Amaral, L. A. N. 2005a "Cartography of complex networks: Modules and universal roles," J. Stat. Mech. P02001.
    • (2005) J. Stat. Mech.
    • Guimerà, R.1    Amaral, L.A.N.2
  • 19
    • 14644396645 scopus 로고    scopus 로고
    • Functional cartography of complex metabolic networks
    • Guimerà, R. & Amaral, L. A. N. 2005b "Functional cartography of complex metabolic networks," Nature 433, 895.
    • (2005) Nature , vol.433 , pp. 895
    • Guimerà, R.1    Amaral, L.A.N.2
  • 21
    • 84980090975 scopus 로고
    • The distribution of flora in the alpine zone
    • Jaccard, P. 1912 "The distribution of flora in the alpine zone," The New Phytologist 11, 37.
    • (1912) The New Phytologist , vol.11 , pp. 37
    • Jaccard, P.1
  • 25
    • 34848909054 scopus 로고    scopus 로고
    • Limited resolution and multiresolution methods in complex network community detection
    • Kumpula, J. M., Saramaki, J., Kaski, K. & Kertesz, J. 2007 "Limited resolution and multiresolution methods in complex network community detection," Fluct. Noise Lett. 7, 209.
    • (2007) Fluct. Noise Lett. , vol.7 , pp. 209
    • Kumpula, J.M.1    Saramaki, J.2    Kaski, K.3    Kertesz, J.4
  • 26
    • 41349096036 scopus 로고    scopus 로고
    • Analysis of weighted networks
    • Newman, M. E. J. 2004a "Analysis of weighted networks," Phys. Rev. E 70, 056131.
    • (2004) Phys. Rev. E , vol.70 , pp. 056131
    • Newman, M.E.J.1
  • 27
    • 42749100809 scopus 로고    scopus 로고
    • Fast algorithm for detecting community structure in networks
    • Newman, M. E. J. 2004b "Fast algorithm for detecting community structure in networks," Phys. Rev. E 69, 066133.
    • (2004) Phys. Rev. E , vol.69 , pp. 066133
    • Newman, M.E.J.1
  • 28
    • 37649028224 scopus 로고    scopus 로고
    • Finding and evaluating community structure in networks
    • Newman, M. E. J. & Girvan, M. 2004 "Finding and evaluating community structure in networks," Phys. Rev. E 69, 026113.
    • (2004) Phys. Rev. E , vol.69 , pp. 026113
    • Newman, M.E.J.1    Girvan, M.2
  • 29
    • 33745012299 scopus 로고    scopus 로고
    • Modularity and community structure in networks
    • Newman, M. E. J. 2006 "Modularity and community structure in networks," Proc. Natl. Acad. Sci. USA 103, 8577.
    • (2006) Proc. Natl. Acad. Sci. USA , vol.103 , pp. 8577
    • Newman, M.E.J.1
  • 30
    • 79151476840 scopus 로고    scopus 로고
    • Post-processing hierarchical community structures: Quality improvements and multi-scale view
    • Pons, P. & Latapy, M. 2011 "Post-processing hierarchical community structures: Quality improvements and multi-scale view," Theoret. Comput. Sci. 412, 892.
    • (2011) Theoret. Comput. Sci. , vol.412 , pp. 892
    • Pons, P.1    Latapy, M.2
  • 31
    • 33746227640 scopus 로고    scopus 로고
    • Clustering algorithm for determining community structure in large networks
    • Pujol, J. M., Béjar, J. & Delgado, J. 2006 "Clustering algorithm for determining community structure in large networks," Phys. Rev. E 74, 016107.
    • (2006) Phys. Rev. E , vol.74 , pp. 016107
    • Pujol, J.M.1    Béjar, J.2    Delgado, J.3
  • 32
    • 37649031573 scopus 로고    scopus 로고
    • Detecting fuzzy community structures in complex networks with a Potts model
    • Reichardt, J. & Bornholdt, S. 2004 "Detecting fuzzy community structures in complex networks with a Potts model," Phys. Rev. Lett. 93, 218701.
    • (2004) Phys. Rev. Lett. , vol.93 , pp. 218701
    • Reichardt, J.1    Bornholdt, S.2
  • 33
    • 13444263410 scopus 로고    scopus 로고
    • Selfsimilarity of complex networks
    • Song, C. M., Havlin, S. & Makse, H. A. 2005 "Selfsimilarity of complex networks," Nature 433, 392.
    • (2005) Nature , vol.433 , pp. 392
    • Song, C.M.1    Havlin, S.2    Makse, H.A.3
  • 34
    • 0035826155 scopus 로고    scopus 로고
    • Exploring complex networks
    • Strogatz, S. H. 2001 "Exploring complex networks," Nature 410, 268.
    • (2001) Nature , vol.410 , pp. 268
    • Strogatz, S.H.1
  • 35
    • 70349930102 scopus 로고    scopus 로고
    • Community detection in networks with positive and negative links
    • Traag, V. A. & Bruggeman, J. 2009 "Community detection in networks with positive and negative links," Phys. Rev. E 80, 036115.
    • (2009) Phys. Rev. E , vol.80 , pp. 036115
    • Traag, V.A.1    Bruggeman, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.