메뉴 건너뛰기




Volumn Part F128815, Issue , 2013, Pages 1052-1060

Learning mixed kronecker product graph models with simulated method of moments

Author keywords

Kronecker models; Link analysis; Method of moments estimation; Statistical graph models

Indexed keywords

DATA MINING; EDUCATION; GRAPHIC METHODS; LEARNING ALGORITHMS; METHOD OF MOMENTS; POPULATION STATISTICS; PROBABILITY DISTRIBUTIONS; SAMPLING;

EID: 84963756237     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2487575.2487675     Document Type: Conference Paper
Times cited : (14)

References (16)
  • 1
    • 56549100603 scopus 로고    scopus 로고
    • K-core decomposition of internet graphs: Hierarchies, self-similarity and measurement biases
    • J. I. Alvarez-Hamelin, A. Barrat, A. Vespignani, and et al. k-core decomposition of internet graphs: hierarchies, self-similarity and measurement biases. Networks and Heterogeneous Media, 3(2):371, 2008.
    • (2008) Networks and Heterogeneous Media , vol.3 , Issue.2 , pp. 371
    • Alvarez-Hamelin, J.I.1    Barrat, A.2    Vespignani, A.3
  • 2
    • 0038483826 scopus 로고    scopus 로고
    • Emergence of scaling in random networks
    • A. Barabasi and R. Albert. Emergence of scaling in random networks. Science, 286:509-512, 1999.
    • (1999) Science , vol.286 , pp. 509-512
    • Barabasi, A.1    Albert, R.2
  • 3
    • 0037058980 scopus 로고    scopus 로고
    • The average distances in random graphs with given expected degrees
    • F. Chung and L. Lu. The average distances in random graphs with given expected degrees. PNAS, 99(25):15879-15882, 2002.
    • (2002) PNAS , vol.99 , Issue.25 , pp. 15879-15882
    • Chung, F.1    Lu, L.2
  • 4
    • 84881655597 scopus 로고    scopus 로고
    • Moment based estimation of stochastic Kronecker graph parameters
    • D. F. Gleich and A. B. Owen. Moment based estimation of stochastic Kronecker graph parameters. Internet Mathematics, 8(3):232-256, 2012.
    • (2012) Internet Mathematics , vol.8 , Issue.3 , pp. 232-256
    • Gleich, D.F.1    Owen, A.B.2
  • 8
    • 33646414177 scopus 로고    scopus 로고
    • Realistic, mathematically tractable graph generation and evolution, using kronecker multiplication
    • Springer-Verlag
    • J. Leskovec, D. Chakrabarti, J. Kleinberg, and C. Faloutsos. Realistic, mathematically tractable graph generation and evolution, using kronecker multiplication. In PKDD, pages 133-145. Springer-Verlag, 2005.
    • (2005) PKDD , pp. 133-145
    • Leskovec, J.1    Chakrabarti, D.2    Kleinberg, J.3    Faloutsos, C.4
  • 10
    • 84894675686 scopus 로고    scopus 로고
    • Tied Kronecker product graph models to capture variance in network populations
    • S. Moreno, S. Kirshner, J. Neville, and S. Vishwanathan. Tied Kronecker product graph models to capture variance in network populations. In Allerton'10, pages 17-61, 2010.
    • (2010) Allerton'10 , pp. 17-61
    • Moreno, S.1    Kirshner, S.2    Neville, J.3    Vishwanathan, S.4
  • 11
    • 84875172842 scopus 로고    scopus 로고
    • An investigation of the distributional characteristics of generative graph models
    • S. Moreno and J. Neville. An investigation of the distributional characteristics of generative graph models. In Proceedings of WIN'09, 2009.
    • (2009) Proceedings of WIN'09
    • Moreno, S.1    Neville, J.2
  • 12
    • 0001331135 scopus 로고
    • Simulation and the asymptotics of optimization estimators
    • A. Pakes and D. Pollard. Simulation and the asymptotics of optimization estimators. Econometrica, 57(5):1027-1057, 1989.
    • (1989) Econometrica , vol.57 , Issue.5 , pp. 1027-1057
    • Pakes, A.1    Pollard, D.2
  • 13
    • 84857160436 scopus 로고    scopus 로고
    • An in-depth study of stochastic Kronecker graphs
    • C. Seshadhri, A. Pinar, and T. G. Kolda. An in-depth study of stochastic Kronecker graphs. ICDM, pages 587-596, 2011.
    • (2011) ICDM , pp. 587-596
    • Seshadhri, C.1    Pinar, A.2    Kolda, T.G.3
  • 15
    • 0030491229 scopus 로고    scopus 로고
    • Logit models and logistic regression for social networks: I. An introduction to Markov graphs and p
    • S. Wasserman and P. E. Pattison. Logit models and logistic regression for social networks: I. An introduction to Markov graphs and p. Psychometrika, 61:401-425, 1996.
    • (1996) Psychometrika , vol.61 , pp. 401-425
    • Wasserman, S.1    Pattison, P.E.2
  • 16
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of 'small-world' networks
    • D. Watts and S. Strogatz. Collective dynamics of 'small-world' networks. Nature, 393:440-42, 1998.
    • (1998) Nature , vol.393 , pp. 440-442
    • Watts, D.1    Strogatz, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.