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Volumn , Issue , 2011, Pages 1849-1856

Modularity-based model selection for kernel spectral clustering

Author keywords

[No Author keywords available]

Indexed keywords

COMMUNITY DETECTION; COMMUNITY STRUCTURES; DIFFERENT SIZES; GENERAL SITUATION; KERNEL MODELS; MODEL SELECTION; OVERLAPPING COMMUNITIES; SPECTRAL CLUSTERING; TUNING PARAMETER;

EID: 80054759861     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2011.6033449     Document Type: Conference Paper
Times cited : (11)

References (14)
  • 1
    • 73849131792 scopus 로고    scopus 로고
    • Multiway spectral clustering with out-of-sample extensions through weighted kernel PCA
    • February
    • C. Alzate and J. A. K. Suykens, "Multiway spectral clustering with out-of-sample extensions through weighted kernel PCA," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 2, pp. 335-347, February 2010.
    • (2010) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.32 , Issue.2 , pp. 335-347
    • Alzate, C.1    Suykens, J.A.K.2
  • 2
    • 33745012299 scopus 로고    scopus 로고
    • Modularity and community structure in networks
    • M. E. J. Newman, "Modularity and community structure in networks," Proc. Natl. Acad. Sci. USA, vol. 103, no. 23, pp. 8577-8582, 2006.
    • (2006) Proc. Natl. Acad. Sci. USA , vol.103 , Issue.23 , pp. 8577-8582
    • Newman, M.E.J.1
  • 5
    • 34548583274 scopus 로고    scopus 로고
    • A tutorial on spectral clustering
    • U. von Luxburg, "A tutorial on spectral clustering," Statistics and Computing, vol. 17, no. 4, pp. 395-416, 2007.
    • (2007) Statistics and Computing , vol.17 , Issue.4 , pp. 395-416
    • Von Luxburg, U.1
  • 8
    • 41349096036 scopus 로고    scopus 로고
    • Analysis of weighted networks
    • Nov
    • M. E. J. Newman, "Analysis of weighted networks," Phys. Rev. E, vol. 70, no. 5, p. 056131, Nov 2004.
    • (2004) Phys. Rev. e , vol.70 , Issue.5 , pp. 056131
    • Newman, M.E.J.1
  • 9
    • 67349186342 scopus 로고    scopus 로고
    • A spectral clustering-based framework for detecting community structures in complex networks
    • J. Q. Jiang, A. W. Dress, and G. Yang, "A spectral clustering-based framework for detecting community structures in complex networks," Applied Mathematics Letters, vol. 22, no. 9, pp. 1479 - 1482, 2009.
    • (2009) Applied Mathematics Letters , vol.22 , Issue.9 , pp. 1479-1482
    • Jiang, J.Q.1    Dress, A.W.2    Yang, G.3
  • 10
    • 74049087026 scopus 로고    scopus 로고
    • Community detection in graphs
    • S. Fortunato, "Community detection in graphs," Physics Reports, vol. 486, no. 3-5, pp. 75 - 174, 2010.
    • (2010) Physics Reports , vol.486 , Issue.3-5 , pp. 75-174
    • Fortunato, S.1
  • 12
    • 68949111730 scopus 로고    scopus 로고
    • Benchmarks for testing community detection algorithms on directed and weighted graphs with overlapping communities
    • Jul
    • A. Lancichinetti and S. Fortunato, "Benchmarks for testing community detection algorithms on directed and weighted graphs with overlapping communities," Phys. Rev. E, vol. 80, no. 1, p. 016118, Jul 2009.
    • (2009) Phys. Rev. e , vol.80 , Issue.1 , pp. 016118
    • Lancichinetti, A.1    Fortunato, S.2
  • 13
  • 14
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of 'small-world' networks
    • D. J. Watts and S. H. Strogatz, "Collective dynamics of 'small-world' networks," Nature, no. 393, pp. 440-442, 1998.
    • (1998) Nature , Issue.393 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.