메뉴 건너뛰기




Volumn 24, Issue 7, 2012, Pages 1216-1230

Dense subgraph extraction with application to community detection

Author keywords

community; Dense subgraph; hierarchical clustering; matrix reordering; partial clustering; social network

Indexed keywords

COMMUNITY; HIER-ARCHICAL CLUSTERING; PARTIAL CLUSTERING; SOCIAL NETWORKS; SUBGRAPHS;

EID: 84861732705     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2010.271     Document Type: Article
Times cited : (243)

References (50)
  • 2
    • 2942564706 scopus 로고    scopus 로고
    • Detecting community structure in networks
    • M.E. Newman, "Detecting Community Structure in Networks," European Physical J. B, vol. 38, pp. 321-330, 2004.
    • (2004) European Physical J. B , vol.38 , pp. 321-330
    • Newman, M.E.1
  • 5
    • 33749468596 scopus 로고    scopus 로고
    • Finding community structure in networks using the eigenvectors of matrices
    • M.E.J. Newman, "Finding Community Structure in Networks Using the Eigenvectors of Matrices," Physical Rev. E, vol. 74, no. 3, p. 036104, 2006.
    • (2006) Physical Rev. E , vol.74 , Issue.3 , pp. 036104
    • Newman, M.E.J.1
  • 10
    • 41349117788 scopus 로고    scopus 로고
    • Finding community structure in very large networks
    • A. Clauset, M.E.J. Newman, and C. Moore, "Finding Community Structure in Very Large Networks," Physical Rev. E, vol. 70, no. 6, p. 066111, 2004.
    • (2004) Physical Rev. E , vol.70 , Issue.6 , pp. 066111
    • Clauset, A.1    Newman, M.E.J.2    Moore, C.3
  • 11
    • 37649028224 scopus 로고    scopus 로고
    • Finding and evaluating community structure in networks
    • M.E. Newman and M. Girvan, "Finding and Evaluating Community Structure in Networks," Physical Rev. E, vol. 69, no. 2, p. 026113, 2004.
    • (2004) Physical Rev. E , vol.69 , Issue.2 , pp. 026113
    • Newman, M.E.1    Girvan, M.2
  • 15
    • 0442296603 scopus 로고    scopus 로고
    • Estimation and prediction for stochastic blockstructures
    • K. Nowicki and T.A.B. Snijders, "Estimation and Prediction for Stochastic Blockstructures," J. Am. Statistical Assoc., vol. 96, no. 455, pp. 1077-1087, 2001.
    • (2001) J. Am. Statistical Assoc. , vol.96 , Issue.455 , pp. 1077-1087
    • Nowicki, K.1    Snijders, T.A.B.2
  • 17
    • 20444504323 scopus 로고    scopus 로고
    • Uncovering the overlapping community structure of complex networks in nature and society
    • DOI 10.1038/nature03607
    • G. Palla, I. Derényi, I. Farkas, and T. Vicsek, "Uncovering the Overlapping Community Structure of Complex Networks in Nature and Society," Nature, vol. 435, no. 7043, pp. 814-818, 2005. (Pubitemid 40839731)
    • (2005) Nature , vol.435 , Issue.7043 , pp. 814-818
    • Palla, G.1    Derenyi, I.2    Farkas, I.3    Vicsek, T.4
  • 18
    • 18144393488 scopus 로고    scopus 로고
    • Clique percolation in random networks
    • I. Derényi, G. Palla, and T. Vicsek, "Clique Percolation in Random Networks," Physical Rev. Letters, vol. 94, no. 16, p. 160202, 2005.
    • (2005) Physical Rev. Letters , vol.94 , Issue.16 , pp. 160202
    • Derényi, I.1    Palla, G.2    Vicsek, T.3
  • 23
    • 0002806618 scopus 로고    scopus 로고
    • Multilevelk-way partitioning scheme for irregular graphs
    • DOI 10.1006/jpdc.1997.1404, PII S0743731597914040
    • G. Karypis and V. Kumar, "Multilevel k-Way Partitioning Scheme for Irregular Graphs," J. Parallel Distribution Computing, vol. 48, no. 1, pp. 96-129, 1998. (Pubitemid 128347296)
    • (1998) Journal of Parallel and Distributed Computing , vol.48 , Issue.1 , pp. 96-129
    • Karypis, G.1    Kumar, V.2
  • 25
    • 61849113253 scopus 로고    scopus 로고
    • Graph clustering via a discrete uncoupling process
    • S.V. Dongen, "Graph Clustering via a Discrete Uncoupling Process," SIAM J. Matrix Analysis Applications, vol. 30, no. 1, pp. 121-141, 2008.
    • (2008) SIAM J. Matrix Analysis Applications , vol.30 , Issue.1 , pp. 121-141
    • Dongen, S.V.1
  • 26
    • 77949873168 scopus 로고    scopus 로고
    • Polynomial time algorithms for ratio regions and a variant of normalized cut
    • May
    • D.S. Hochbaum, "Polynomial Time Algorithms for Ratio Regions and a Variant of Normalized Cut," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 32, no. 5, pp. 889-898, May 2010.
    • (2010) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.32 , Issue.5 , pp. 889-898
    • Hochbaum, D.S.1
  • 27
    • 0001644575 scopus 로고
    • A block ordering method for sparse matrices
    • J. O'Neil and D.B. Szyld, "A Block Ordering Method for Sparse Matrices," SIAM J. Scientific Computing, vol. 11, no. 5, pp. 811-823, 1990.
    • (1990) SIAM J. Scientific Computing , vol.11 , Issue.5 , pp. 811-823
    • O'Neil, J.1    Szyld, D.B.2
  • 28
    • 0042931335 scopus 로고    scopus 로고
    • Finding exact and approximate block structures for ilu preconditioning
    • Y. Saad, "Finding Exact and Approximate Block Structures for ILU Preconditioning," SIAM J. Scientific Computing, vol. 24, no. 4, pp. 1107-1123, 2002.
    • (2002) SIAM J. Scientific Computing , vol.24 , Issue.4 , pp. 1107-1123
    • Saad, Y.1
  • 34
    • 0021426157 scopus 로고
    • Fast algorithms for finding nearest common ancestors
    • D. Harel and R.E. Tarjan, "Fast Algorithms for Finding Nearest Common Ancestors," SIAM J. Computing, vol. 13, no. 2, pp. 338-355, 1984. (Pubitemid 15493878)
    • (1984) SIAM Journal on Computing , vol.13 , Issue.2 , pp. 338-355
    • Harel, D.1    Tarjan, R.E.2
  • 37
    • 0038074373 scopus 로고    scopus 로고
    • Topological structure analysis of the protein-protein interaction network in budding yeast
    • DOI 10.1093/nar/gkg340
    • D. Bu, Y. Zhao, L. Cai, H. Xue, X. Zhu, H. Lu, J. Zhang, S. Sun, L. Ling, N. Zhang, G. Li, and R. Chen, "Topological Structure Analysis of the Protein-Protein Interaction Network in Budding Yeast," Nucleic Acids Research, vol. 31, no. 9, pp. 2443-2450, 2003. (Pubitemid 37442113)
    • (2003) Nucleic Acids Research , vol.31 , Issue.9 , pp. 2443-2450
    • Bu, D.1    Zhao, Y.2    Cai, L.3    Xue, H.4    Zhu, X.5    Lu, H.6    Zhang, J.7    Sun, S.8    Ling, L.9    Zhang, N.10    Li, G.11    Chen, R.12
  • 38
    • 0036252735 scopus 로고    scopus 로고
    • Studying complex discursive systems centering resonance analysis of communication
    • DOI 10.1093/hcr/28.2.157
    • S.R. Corman, T. Kuhn, R.D. McPhee, and K.J. Dooley, "Studying Complex Discursive Systems: Centering Resonance Analysis of Communication," Human Comm. Research, vol. 28, no. 2, pp. 157-206, 2002. (Pubitemid 37496230)
    • (2002) Human Communication Research , vol.28 , Issue.2 , pp. 157-206
    • Corman, S.R.1    Kuhn, T.2    Mcphee, R.D.3    Dooley, K.J.4
  • 40
    • 0033539175 scopus 로고    scopus 로고
    • The diameter of the world wide web
    • R. Albert, H. Jeong, and A.L. Barabási, "The Diameter of the World Wide Web," Nature, vol. 401, pp. 130-131, 1999.
    • (1999) Nature , vol.401 , pp. 130-131
    • Albert, R.1    Jeong, H.2    Barabási, A.L.3
  • 41
    • 24944472983 scopus 로고    scopus 로고
    • Clustering on the unit hypersphere using von mises-fisher distributions
    • A. Banerjee, I. Dhillon, J. Ghosh, and S. Sra, "Clustering on the Unit Hypersphere Using Von Mises-Fisher Distributions," J. Machine Learning Research, vol. 6, pp. 1345-1382, 2005.
    • (2005) J. Machine Learning Research , vol.6 , pp. 1345-1382
    • Banerjee, A.1    Dhillon, I.2    Ghosh, J.3    Sra, S.4
  • 45
    • 0038483826 scopus 로고    scopus 로고
    • Emergence of scaling in random networks
    • A.-L. Barabási and R. Albert, "Emergence of Scaling in Random Networks," Science, vol. 286, no. 5439, pp. 509-512, 1999.
    • (1999) Science , vol.286 , Issue.5439 , pp. 509-512
    • Barabási, A.-L.1    Albert, R.2
  • 48
    • 42749090214 scopus 로고    scopus 로고
    • Co-clustering documents and words using bipartite isoperimetric graph partitioning
    • M. Rege, M. Dong, and F. Fotouhi, "Co-Clustering Documents and Words Using Bipartite Isoperimetric Graph Partitioning," Proc. Int'l Conf. Data Mining (ICDM), 2006.
    • (2006) Proc. Int'l Conf. Data Mining (ICDM)
    • Rege, M.1    Dong, M.2    Fotouhi, F.3
  • 49
    • 34548691246 scopus 로고    scopus 로고
    • A generalized maximum entropy approach to Bregman Co-clustering and matrix approximation
    • A. Banerjee, I. Dhillon, J. Ghosh, S. Merugu, and D.S. Modha, "A Generalized Maximum Entropy Approach to Bregman Co-Clustering and Matrix Approximation," J. Machine Learning Research, vol. 8, pp. 1919-1986, 2007. (Pubitemid 47416225)
    • (2007) Journal of Machine Learning Research , vol.8 , pp. 1919-1986
    • Banerjee, A.1    Dhillon, I.2    Ghosh, J.3    Merugu, S.4    Modha, D.S.5
  • 50
    • 3543085722 scopus 로고    scopus 로고
    • Empirical and theoretical comparisons of selected criterion functions for document clustering
    • Y. Zhao and G. Karypis, "Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering," Machine Learning, vol. 55, no. 3, pp. 311-331, 2004.
    • (2004) Machine Learning , vol.55 , Issue.3 , pp. 311-331
    • Zhao, Y.1    Karypis, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.