메뉴 건너뛰기




Volumn , Issue , 2010, Pages 481-490

gSkeletonClu: Density-based network clustering via structure-connected tree division or agglomeration

Author keywords

Community discovery; Density based network clustering; Hubs and outliers; Parameter selection

Indexed keywords

AGGLOMERATIVE CLUSTERING; BASELINE METHODS; COMMUNITY DETECTION; COMMUNITY DISCOVERY; COMPLEX NETWORKS; CONNECTED COMPONENT; DENSITY-BASED; EDGE WEIGHTS; HUBS AND OUTLIERS; NETWORK CLUSTERING; OPTIMAL PARAMETER; PARAMETER SELECTION; REAL-WORLD; SENSITIVE PARAMETER; SIMILARITY THRESHOLD; SIZE AND SHAPE; SPANNING TREE; SYNTHETIC NETWORKS; UNDIRECTED NETWORK; USER INTERACTION;

EID: 79951764387     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2010.69     Document Type: Conference Paper
Times cited : (66)

References (22)
  • 1
    • 0032256758 scopus 로고    scopus 로고
    • Authoritative sources in a hyperlinked environment
    • J. M. Kleinberg, "Authoritative sources in a hyperlinked environment," in Proc. of SODA'98, 1998, pp. 668-677.
    • (1998) Proc. of SODA'98 , pp. 668-677
    • Kleinberg, J.M.1
  • 3
    • 85170282443 scopus 로고    scopus 로고
    • A density-based algorithm for discovering clusters in large spatial databases with noise
    • M. Ester, H. Kriegel, J. Sander, and X. Xu, "A density-based algorithm for discovering clusters in large spatial databases with noise," in KDD'96, vol. 96, 1996, pp. 226-231.
    • (1996) KDD'96 , vol.96 , pp. 226-231
    • Ester, M.1    Kriegel, H.2    Sander, J.3    Xu, X.4
  • 4
    • 41349123508 scopus 로고    scopus 로고
    • Scale-free trees: The skeletons of complex networks
    • Oct
    • D.-H. Kim, J. D. Noh, and H. Jeong, "Scale-free trees: The skeletons of complex networks," Phys. Rev. E, vol. 70, no. 4, p. 046126, Oct 2004.
    • (2004) Phys. Rev. E , vol.70 , Issue.4 , pp. 046126
    • Kim, D.-H.1    Noh, J.D.2    Jeong, H.3
  • 5
    • 84990479742 scopus 로고
    • An efficient heuristic procedure for partitioning graphs
    • B. W. Kernighan and S. Lin, "An efficient heuristic procedure for partitioning graphs," The Bell System Technical Journal, vol. 49, no. 1, pp. 291-307, 1970.
    • (1970) The Bell System Technical Journal , vol.49 , Issue.1 , pp. 291-307
    • Kernighan, B.W.1    Lin, S.2
  • 6
    • 0032131147 scopus 로고    scopus 로고
    • A fast and high quality multilevel scheme for partitioning irregular graphs
    • PII S1064827595287997
    • G. Karypis and V. Kumar, "A fast and high quality multilevel scheme for partitioning irregular graphs," SIAM J. Sci. Comput., vol. 20, no. 1, pp. 359-392, 1998. (Pubitemid 128689516)
    • (1998) SIAM Journal of Scientific Computing , vol.20 , Issue.1 , pp. 359-392
    • Karypis, G.1    Kumar, V.2
  • 7
    • 0034244751 scopus 로고    scopus 로고
    • Normalized cuts and image segmentation
    • J. Shi and J. Malik, "Normalized cuts and image segmentation," IEEE TPAMI, vol. 22, no. 8, pp. 888-905, 2000.
    • (2000) IEEE TPAMI , vol.22 , Issue.8 , pp. 888-905
    • Shi, J.1    Malik, J.2
  • 8
    • 84880106426 scopus 로고    scopus 로고
    • A spectral clustering approach to finding communities in graph
    • S. White and P. Smyth, "A spectral clustering approach to finding communities in graph," in SDM'05, 2005.
    • (2005) SDM'05
    • White, S.1    Smyth, P.2
  • 10
    • 77952773506 scopus 로고    scopus 로고
    • Progressive clustering of networks using structure-connected order of traversal
    • D. Bortner and J. Han, "Progressive clustering of networks using structure-connected order of traversal," in ICDE'10, 2010.
    • (2010) ICDE'10
    • Bortner, D.1    Han, J.2
  • 11
    • 0014976008 scopus 로고
    • Graph-theoretical methods for detecting and describing gestalt clusters
    • C. Zahn, "Graph-Theoretical Methods for Detecting and Describing Gestalt Clusters," IEEE Transactions on Computers, vol. 100, no. 20, pp. 68-86, 1971.
    • (1971) IEEE Transactions on Computers , vol.100 , Issue.20 , pp. 68-86
    • Zahn, C.1
  • 13
    • 0035755959 scopus 로고    scopus 로고
    • Minimum spanning trees for gene expression data clustering
    • Y. Xu, V. Olman, and D. Xu, "Minimum spanning trees for gene expression data clustering," Genome Informatics, vol. 12, p. 2001, 2001.
    • (2001) Genome Informatics , vol.12 , pp. 2001
    • Xu, Y.1    Olman, V.2    Xu, D.3
  • 14
    • 0348096294 scopus 로고    scopus 로고
    • Clustering validity checking methods: Part I
    • M. Halkidi, Y. Batistakis, and M. Vazirgiannis, "Clustering validity checking methods: part I," SIGMOD Rec., vol. 31, no. 2, pp. 40-45, 2002.
    • (2002) SIGMOD Rec. , vol.31 , Issue.2 , pp. 40-45
    • Halkidi, M.1    Batistakis, Y.2    Vazirgiannis, M.3
  • 15
    • 37649028224 scopus 로고    scopus 로고
    • Finding and evaluating community structure in networks
    • M. E. J. Newman and M. Girvan, "Finding and evaluating community structure in networks," Phys. Rev. E, vol. 69, no. 2, p. 026113, 2004.
    • (2004) Phys. Rev. E , vol.69 , Issue.2 , pp. 026113
    • Newman, M.E.J.1    Girvan, M.2
  • 16
    • 38049077936 scopus 로고    scopus 로고
    • A novel similarity-based modularity function for graph partitioning
    • Z. Feng, X. Xu, N. Yuruk, and T. A. J. Schweiger, "A novel similarity-based modularity function for graph partitioning," in DaWaK'07, 2007, pp. 385-396.
    • (2007) DaWaK'07 , pp. 385-396
    • Feng, Z.1    Xu, X.2    Yuruk, N.3    Schweiger, T.A.J.4
  • 17
    • 41349117788 scopus 로고    scopus 로고
    • Finding community structure in very large networks
    • Dec
    • A. Clauset, M. E. J. Newman, and C. Moore, "Finding community structure in very large networks," Phys. Rev. E, vol. 70, no. 6, p. 066111, Dec 2004.
    • (2004) Phys. Rev. E , vol.70 , Issue.6 , pp. 066111
    • Clauset, A.1    Newman, M.E.J.2    Moore, C.3
  • 18
    • 14644396645 scopus 로고    scopus 로고
    • Functional cartography of complex metabolic networks
    • DOI 10.1038/nature03288
    • R. Guimera and L. N. Amaral, "Functional cartography of complex metabolic networks," Nature, vol. 433, no. 7028, pp. 895-900, 2005. (Pubitemid 40314902)
    • (2005) Nature , vol.433 , Issue.7028 , pp. 895-900
    • Guimera, R.1    Amaral, L.A.N.2
  • 19
    • 33846126275 scopus 로고    scopus 로고
    • Resolution limit in community detection
    • S. Fortunato and M. Barthélemy, "Resolution limit in community detection," PNAS, vol. 104, no. 1, p. 36, 2007.
    • (2007) PNAS , vol.104 , Issue.1 , pp. 36
    • Fortunato, S.1    Barthélemy, M.2
  • 20
    • 79951730386 scopus 로고    scopus 로고
    • http://www-personal.umich.edu/mejn/netdata/.
  • 21
    • 55849088356 scopus 로고    scopus 로고
    • Benchmark graphs for testing community detection algorithms
    • A. Lancichinetti, S. Fortunato, and F. Radicchi, "Benchmark graphs for testing community detection algorithms," Phys. Rev. E, vol. 78, no. 4, p.046110, 2008.
    • (2008) Phys. Rev. E , vol.78 , Issue.4 , pp. 046110
    • Lancichinetti, A.1    Fortunato, S.2    Radicchi, F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.