메뉴 건너뛰기




Volumn , Issue , 2013, Pages

A scalable approach to probabilistic latent space inference of large-scale networks

Author keywords

[No Author keywords available]

Indexed keywords

STOCHASTIC MODELS;

EID: 84899031561     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (24)

References (24)
  • 2
    • 0000396062 scopus 로고    scopus 로고
    • Natural gradient works efficiently in learning
    • S. Amari. Natural gradient works efficiently in learning. Neural Computation, 10(2):251-276, 1998.
    • (1998) Neural Computation , vol.10 , Issue.2 , pp. 251-276
    • Amari, S.1
  • 8
    • 84877735494 scopus 로고    scopus 로고
    • On triangular versus edge representations - Towards scalable modeling of networks
    • Q. Ho, J. Yin, and E. Xing. On triangular versus edge representations - towards scalable modeling of networks. In Advances in Neural Information Processing Systems 25, pages 2141-2149. 2012.
    • (2012) Advances in Neural Information Processing Systems , vol.25 , pp. 2141-2149
    • Ho, Q.1    Yin, J.2    Xing, E.3
  • 12
    • 64549145094 scopus 로고    scopus 로고
    • Detecting the overlapping and hierarchical community structure in complex networks
    • A. Lancichinetti, S. Fortunato, and J. Kertész. Detecting the overlapping and hierarchical community structure in complex networks. New Journal of Physics, 11(3):033015+, 2009.
    • (2009) New Journal of Physics , vol.11 , Issue.3 , pp. 033015
    • Lancichinetti, A.1    Fortunato, S.2    Kertész, J.3
  • 15
  • 16
    • 45349086832 scopus 로고    scopus 로고
    • Specification of exponential-family random graph models: Terms and computational aspects
    • M. Morris, M. Handcock, and D. Hunter. Specification of exponential-family random graph models: Terms and computational aspects. Journal of Statistical Software, 24(4), 2008.
    • (2008) Journal of Statistical Software , vol.24 , Issue.4
    • Morris, M.1    Handcock, M.2    Hunter, D.3
  • 17
    • 0035420732 scopus 로고    scopus 로고
    • Random graphs with arbitrary degree distributions and their applications
    • M. Newman, S. Strogatz, and D. Watts. Random graphs with arbitrary degree distributions and their applications. Physical Review E, 64(2), 2001.
    • (2001) Physical Review e , vol.64 , Issue.2
    • Newman, M.1    Strogatz, S.2    Watts, D.3
  • 19
    • 36849035459 scopus 로고    scopus 로고
    • Dynamic social network analysis using latent space models
    • P. Sarkar and A. Moore. Dynamic social network analysis using latent space models. ACM SIGKDD Explorations Newsletter, 7(2):31-40, 2005.
    • (2005) ACM SIGKDD Explorations Newsletter , vol.7 , Issue.2 , pp. 31-40
    • Sarkar, P.1    Moore, A.2
  • 20
    • 0000147488 scopus 로고    scopus 로고
    • Online model selection based on the variational Bayes
    • M. Sato. Online model selection based on the variational Bayes. Neural Computation, 13(7):1649-1681, 2001.
    • (2001) Neural Computation , vol.13 , Issue.7 , pp. 1649-1681
    • Sato, M.1
  • 22
    • 65749118363 scopus 로고    scopus 로고
    • Graphical models, exponential families, and variational inference
    • M. Wainwright and M. Jordan. Graphical models, exponential families, and variational inference. Foundations and Trends in Machine Learning, 1(1-2):1-305, 2008.
    • (2008) Foundations and Trends in Machine Learning , vol.1 , Issue.1-2 , pp. 1-305
    • Wainwright, M.1    Jordan, M.2
  • 23
    • 84874287099 scopus 로고    scopus 로고
    • Overlapping community detection in networks: The state of the art and comparative study
    • J. Xie, S. Kelley, and B. Szymanski. Overlapping community detection in networks: the state of the art and comparative study. ACM Computing Surveys, 45(4), 2013.
    • (2013) ACMComputing Surveys , vol.45 , Issue.4
    • Xie, J.1    Kelley, S.2    Szymanski, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.