메뉴 건너뛰기




Volumn 2, Issue 1, 2014, Pages 1-18

Oriented and degree-generated block models: Generating and inferring communities with inhomogeneous degree distributions

Author keywords

Community detection; Complex networks; Degree distribution; Generative model; Stochastic block model

Indexed keywords

COMPLEX NETWORKS; DIRECTED GRAPHS; POISSON DISTRIBUTION; STOCHASTIC SYSTEMS;

EID: 84900314498     PISSN: 20511310     EISSN: 20511329     Source Type: Journal    
DOI: 10.1093/comnet/cnt011     Document Type: Article
Times cited : (23)

References (27)
  • 1
    • 42449110882 scopus 로고
    • An information ?ow model for con?ict and ?ssion in small groups
    • Zachary, W. W. (1977) An information ?ow model for con?ict and ?ssion in small groups. J. Anthropol. Res., 33, 452-473.
    • (1977) J. Anthropol. Res , vol.33 , pp. 452-473
    • Zachary, W.W.1
  • 3
    • 34547405111 scopus 로고    scopus 로고
    • Mixture models and exploratory analysis in networks
    • Newman, M. & Leicht, E. (2007) Mixture models and exploratory analysis in networks. Proc. Natl Acad. Sci. USA, 104, 9564-9569.
    • (2007) Proc. Natl Acad. Sci. USA , vol.104 , pp. 9564-9569
    • Newman, M.1    Leicht, E.2
  • 4
    • 66749161576 scopus 로고    scopus 로고
    • Food web models: a plea for groups
    • Allesina, S. & Pascual, M. (2009) Food web models: a plea for groups. Ecol. Lett., 12, 652-662.
    • (2009) Ecol. Lett , vol.12 , pp. 652-662
    • Allesina, S.1    Pascual, M.2
  • 5
    • 80052676927 scopus 로고    scopus 로고
    • Active learning for node classi?cation in assortative and disassortative networks
    • Moore, C., Yan, X., Zhu, Y., Rouquier, J.-B. & Lane, T. (2011) Active learning for node classi?cation in assortative and disassortative networks. Proc. 17th KDD, pp. 841-849.
    • (2011) Proc. 17th KDD , pp. 841-849
    • Moore, C.1    Yan, X.2    Zhu, Y.3    Rouquier, J.-B.4    Lane, T.5
  • 7
    • 0002383107 scopus 로고
    • Categorical data analysis of single sociometric relations
    • Fienberg, S. & Wasserman, S. (1981) Categorical data analysis of single sociometric relations. Sociol. Methodol., pp. 156-192.
    • (1981) Sociol. Methodol , pp. 156-192
    • Fienberg, S.1    Wasserman, S.2
  • 9
    • 0031495186 scopus 로고    scopus 로고
    • Estimation and prediction for stochastic blockmodels for graphs with latent block structure
    • Snijders, T. & Nowicki, K. (1997) Estimation and prediction for stochastic blockmodels for graphs with latent block structure. J. Classif., 14, 75-100.
    • (1997) J. Classif , vol.14 , pp. 75-100
    • Snijders, T.1    Nowicki, K.2
  • 10
    • 37249037751 scopus 로고
    • Stochastic a posteriori blockmodels: construction and assessment
    • Wasserman, S. & Anderson, C. (1987) Stochastic a posteriori blockmodels: construction and assessment. Social Networks, 9, 1-36.
    • (1987) Social Networks , vol.9 , pp. 1-36
    • Wasserman, S.1    Anderson, C.2
  • 11
    • 84555195640 scopus 로고    scopus 로고
    • Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications
    • Decelle, A., Krzakala, F., Moore, C. & Zdeborová, L. (2011a) Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications. Phys. Rev. E, 84.
    • (2011) Phys. Rev. E , pp. 84
    • Decelle, A.1    Krzakala, F.2    Moore, C.3    Zdeborová, L.4
  • 12
    • 79961105970 scopus 로고    scopus 로고
    • Inference and phase transitions in the detection of modules in sparse networks
    • Decelle, A., Krzakala, F., Moore, C. & Zdeborová, L. (2011b) Inference and phase transitions in the detection of modules in sparse networks. Phys. Rev. Lett., 107.
    • (2011) Phys. Rev. Lett , pp. 107
    • Decelle, A.1    Krzakala, F.2    Moore, C.3    Zdeborová, L.4
  • 14
    • 18744389789 scopus 로고    scopus 로고
    • Assortative mixing in networks
    • Newman, M. (2002) Assortative mixing in networks. Phys. Rev. Lett., 89, 208701.
    • (2002) Phys. Rev. Lett , vol.89 , pp. 208701
    • Newman, M.1
  • 15
    • 0038752085 scopus 로고    scopus 로고
    • Mixing patterns in networks
    • Newman, M. (2003) Mixing patterns in networks. Phys. Rev. E, 67, 026126.
    • (2003) Phys. Rev. E , vol.67 , pp. 026126
    • Newman, M.1
  • 16
    • 79960953976 scopus 로고    scopus 로고
    • The interplay between microscopic and mesoscopic struc- tures in complex networks
    • Reichardt, J., Alamino, R. & Saad, D. (2011) The interplay between microscopic and mesoscopic struc- tures in complex networks. PloS One, 6, e21282.
    • (2011) PloS One , vol.6 , pp. e21282
    • Reichardt, J.1    Alamino, R.2    Saad, D.3
  • 17
    • 79951710564 scopus 로고    scopus 로고
    • Stochastic blockmodels and community structure in networks
    • Karrer, B. & Newman, M. (2011) Stochastic blockmodels and community structure in networks. Phys. Rev. E, 83.
    • (2011) Phys. Rev. E , pp. 83
    • Karrer, B.1    Newman, M.2
  • 18
    • 0016355478 scopus 로고
    • A new look at the statistical model identi?cation
    • Akaike, H. (1974) A new look at the statistical model identi?cation. Autom. Control IEEE Trans., 19, 716-723.
    • (1974) Autom. Control IEEE Trans , vol.19 , pp. 716-723
    • Akaike, H.1
  • 19
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz, G. (1978) Estimating the dimension of a model. Ann. Statist., 6, 461-464.
    • (1978) Ann. Statist , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 20
    • 75849140057 scopus 로고    scopus 로고
    • A nonparametric view of network models and Newman-Girvan and other modularities
    • Bickel, P. J. & Chen, A. (2009) A nonparametric view of network models and Newman-Girvan and other modularities. Proc. Natl Acad. Sci., 106, 21068-21073.
    • (2009) Proc. Natl Acad. Sci , vol.106 , pp. 21068-21073
    • Bickel, P.J.1    Chen, A.2
  • 21
    • 0036013593 scopus 로고    scopus 로고
    • Statistical mechanics of complex networks
    • Albert, R. & Barabási, A.-L. (2002) Statistical mechanics of complex networks. Rev. Mod. Phys., 74, 47-97.
    • (2002) Rev. Mod. Phys , vol.74 , pp. 47-97
    • Albert, R.1    Barabási, A.-L.2
  • 22
    • 80755159227 scopus 로고    scopus 로고
    • Topological phase transition in a network model with preferential attachment and node removal
    • Bauke, H., Moore, C., Rouquier, J.-B. & Sherrington, D. (2011) Topological phase transition in a network model with preferential attachment and node removal. Eur. Phys. J. B, 83, 519-524.
    • (2011) Eur. Phys. J. B , vol.83 , pp. 519-524
    • Bauke, H.1    Moore, C.2    Rouquier, J.-B.3    Sherrington, D.4
  • 23
    • 33749401729 scopus 로고    scopus 로고
    • Exact solutions for models of evolving networks with addition and deletion of nodes
    • Moore, C., Ghoshal, G. & Newman, M. E. J. (2006) Exact solutions for models of evolving networks with addition and deletion of nodes. Phys. Rev. E, 74, 036121.
    • (2006) Phys. Rev. E , vol.74 , pp. 036121
    • Moore, C.1    Ghoshal, G.2    Newman, M.E.J.3
  • 24
    • 65549085067 scopus 로고    scopus 로고
    • Power-law distributions in empirical data
    • Clauset,A.,Shalizi,C.& Newman,M. (2009) Power-law distributions in empirical data. SIAM Rev., 51, 661-703.
    • (2009) SIAM Rev , vol.51 , pp. 661-703
    • Clauset, A.1    Shalizi, C.2    Newman, M.3
  • 26
    • 33749468596 scopus 로고    scopus 로고
    • Finding community structure in networks using the eigenvectors of matrices
    • Newman, M. (2006) Finding community structure in networks using the eigenvectors of matrices. Phys. Rev. E, 74, 036104.
    • (2006) Phys. Rev. E , vol.74 , pp. 036104
    • Newman, M.1
  • 27
    • 0004281803 scopus 로고
    • Brown Corpus Manual. Technical Report, Department of Linguistics, Brown University
    • Providence, Rhode Island, US
    • Francis, W. & Kucera, H. (1979) Brown Corpus Manual. Technical Report, Department of Linguistics, Brown University, Providence, Rhode Island, US.
    • (1979)
    • Francis, W.1    Kucera, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.