메뉴 건너뛰기




Volumn 2, Issue 2, 2009, Pages 129-233

A survey of statistical network models

Author keywords

[No Author keywords available]

Indexed keywords

EMPIRICAL STUDIES; ENTRY POINT; FACEBOOK; FOCAL POINTS; FORMAL MODEL; GRAPHICAL REPRESENTATIONS; HISTORICAL DEVELOPMENT; MACHINE-LEARNING; NETWORK COMMUNITIES; NETWORK DATA; NETWORK MODELING; NETWORK MODELS; NETWORKING COMMUNITY; OPEN PROBLEMS; PROBABILITY MODELS; SOCIAL PSYCHOLOGY; STATIC AND DYNAMIC; STATISTICAL LITERATURE; STATISTICAL MODELS; STATISTICAL PHYSICS;

EID: 77649177770     PISSN: 19358237     EISSN: 19358245     Source Type: Journal    
DOI: 10.1561/2200000005     Document Type: Review
Times cited : (771)

References (334)
  • 1
    • 34247132744 scopus 로고    scopus 로고
    • Bayesian mixed membership models of complex and evolving networks
    • PhD thesis, School of Computer Science, Carnegie Mellon University
    • E. M. Airoldi, "Bayesian mixed membership models of complex and evolving networks", PhD thesis, School of Computer Science, Carnegie Mellon University, 2006.
    • (2006)
    • Airoldi, E.M.1
  • 2
    • 37849051695 scopus 로고    scopus 로고
    • Getting started in probabilistic graphical models
    • E. M. Airoldi, "Getting started in probabilistic graphical models", PLoS Computational Biology, vol. 3, no. 12, p. e252, 2007.
    • (2007) PLoS Computational Biology , vol.3 , Issue.12
    • Airoldi, E.M.1
  • 3
    • 85054423933 scopus 로고    scopus 로고
    • Model-based clustering for social networks: Discussion
    • E. M. Airoldi, "Model-based clustering for social networks: Discussion", Journal of the Royal Statistical Society, Series A, vol. 170, no. 2, pp. 330-331, 2007.
    • (2007) Journal of the Royal Statistical Society, Series A , vol.170 , Issue.2 , pp. 330-331
    • Airoldi, E.M.1
  • 4
    • 77649083851 scopus 로고    scopus 로고
    • The exchangeable graph model
    • Technical report 1, Department of Statistics, Harvard University
    • E. M. Airoldi, "The exchangeable graph model", Technical report 1, Department of Statistics, Harvard University, 2009.
    • (2009)
    • Airoldi, E.M.1
  • 5
    • 77649104147 scopus 로고    scopus 로고
    • A family of distributions on the unit hypercube
    • Technical report 2, Department of Statistics, Harvard University
    • E. M. Airoldi, "A family of distributions on the unit hypercube", Technical report 2, Department of Statistics, Harvard University, 2009.
    • (2009)
    • Airoldi, E.M.1
  • 8
    • 84958181978 scopus 로고    scopus 로고
    • E. M. Airoldi, D. M. Blei, E. P. Xing, and S. E. Fienberg, A latent mixedmembership model for relational data, in Proceedings of the 3rd International Workshop on Link Discovery: Issues, Approaches and Applications (LinkKDD'05), in conjunction with the 11th International ACM SIGKDD Conference, pp. 82-89, New York: ACM Press, 2005.
    • E. M. Airoldi, D. M. Blei, E. P. Xing, and S. E. Fienberg, "A latent mixedmembership model for relational data", in Proceedings of the 3rd International Workshop on Link Discovery: Issues, Approaches and Applications (LinkKDD'05), in conjunction with the 11th International ACM SIGKDD Conference, pp. 82-89, New York: ACM Press, 2005.
  • 9
    • 34047135554 scopus 로고    scopus 로고
    • Sampling algorithms for pure network topologies: A study on the stability and the separability of metric embeddings
    • E. M. Airoldi and K. M. Carley, "Sampling algorithms for pure network topologies: A study on the stability and the separability of metric embeddings", ACM SIGKDD Explorations, vol. 7, no. 2, pp. 13-22, 2005.
    • (2005) ACM SIGKDD Explorations , vol.7 , Issue.2 , pp. 13-22
    • Airoldi, E.M.1    Carley, K.M.2
  • 10
    • 68749098468 scopus 로고    scopus 로고
    • RTG: A recursive realistic graph generator using random typing
    • Springer Netherlands
    • L. Akoglu and C. Faloutsos, "RTG: A recursive realistic graph generator using random typing", in Data Mining and Knowledge Discovery, 19(2):194-209, Springer Netherlands, 2009.
    • (2009) Data Mining and Knowledge Discovery , vol.19 , Issue.2 , pp. 194-209
    • Akoglu, L.1    Faloutsos, C.2
  • 11
    • 0000349067 scopus 로고
    • A graph-theoretic definition of a sociometric clique
    • R. D. Alba, "A graph-theoretic definition of a sociometric clique", Journal of Mathematical Sociology, vol. 3, pp. 113-126, 1973.
    • (1973) Journal of Mathematical Sociology , vol.3 , pp. 113-126
    • Alba, R.D.1
  • 12
    • 0036013593 scopus 로고    scopus 로고
    • Statistical mechanics of complex networks
    • R. Albert and A.-L. Barabási, "Statistical mechanics of complex networks", Reviews of Modern Physics, vol. 74, no. 1, pp. 47-97, 2002.
    • (2002) Reviews of Modern Physics , vol.74 , Issue.1 , pp. 47-97
    • Albert, R.1    Barabási, A.-L.2
  • 13
    • 0033539175 scopus 로고    scopus 로고
    • Diameter of the world wide web
    • R. Albert, H. Jeong, and A.-L. Barabási, "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
  • 14
    • 61449135136 scopus 로고    scopus 로고
    • Catching the 'Network Science' Bug: Insight and opportunity for the operations researcher
    • D. L. Alderson, "Catching the 'Network Science' Bug: Insight and opportunity for the operations researcher", Operations Research, vol. 56, no. 5, pp. 1047-1065, 2008.
    • (2008) Operations Research , vol.56 , Issue.5 , pp. 1047-1065
    • Alderson, D.L.1
  • 15
    • 0000363076 scopus 로고
    • Exchangeability and related topics
    • Springer Berlin/Heidelberg, Also in Ecole d'Ete St Flour
    • D. J. Aldous, "Exchangeability and related topics", in Lecture Notes in Mathematics, vol. 1117, pp. 1-198, Springer Berlin/Heidelberg, 1985. (Also in Ecole d'Ete St Flour 1983).
    • (1983) Lecture Notes in Mathematics , vol.1117 , pp. 1-198
    • Aldous, D.J.1
  • 16
    • 43249130522 scopus 로고    scopus 로고
    • A general model for food web structure
    • S. Allesina, D. Alonso, and M. Pascual, "A general model for food web structure", Science, vol. 320, no. 5876, pp. 658-661, 2008.
    • (2008) Science , vol.320 , Issue.5876 , pp. 658-661
    • Allesina, S.1    Alonso, D.2    Pascual, M.3
  • 17
    • 34249079154 scopus 로고    scopus 로고
    • Network motifs: Theory and experimental approaches
    • U. Alon, "Network motifs: Theory and experimental approaches", Nature Reviews Genetics, vol. 8, pp. 450-461, 2007.
    • (2007) Nature Reviews Genetics , vol.8 , pp. 450-461
    • Alon, U.1
  • 21
    • 21344478905 scopus 로고
    • Metric inference for social networks
    • D. Banks and K. M. Carley, "Metric inference for social networks", Journal of Classification, vol. 11, no. 1, pp. 121-149, 1994.
    • (1994) Journal of Classification , vol.11 , Issue.1 , pp. 121-149
    • Banks, D.1    Carley, K.M.2
  • 23
    • 54349104506 scopus 로고    scopus 로고
    • E. Banks, E. Nabieva, R. Peterson, and M. Singh, NetGrep: Fast network schema searches in interactomes, Genome Biology, 9, no. 9, p. R:138, http://genomebiology.com/content/9/9/R138, 2008.
    • E. Banks, E. Nabieva, R. Peterson, and M. Singh, "NetGrep: Fast network schema searches in interactomes", Genome Biology, vol. 9, no. 9, p. R:138, http://genomebiology.com/content/9/9/R138, 2008.
  • 25
    • 18744406314 scopus 로고    scopus 로고
    • The origin of bursts and heavy tails in human dynamics
    • A.-L. Barabási, "The origin of bursts and heavy tails in human dynamics", Nature, vol. 435, pp. 207-211, 2005.
    • (2005) Nature , vol.435 , pp. 207-211
    • Barabási, A.-L.1
  • 26
    • 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
  • 27
    • 0037102646 scopus 로고    scopus 로고
    • Evolution of the social network of scientific collaboration
    • A.-L. Barabási, H. Jeong, Z. Neda, E. Ravasz, A. Schubert, and T. Vicsek, "Evolution of the social network of scientific collaboration", Physica A, vol. 311, no. 3-4, pp. 590-614, 2002.
    • (2002) Physica A , vol.311 , Issue.3-4 , pp. 590-614
    • Barabási, A.-L.1    Jeong, H.2    Neda, Z.3    Ravasz, E.4    Schubert, A.5    Vicsek, T.6
  • 28
    • 0742305866 scopus 로고    scopus 로고
    • Network biology: Understanding the cell's functional organization
    • A.-L. Barabási and Z. Oltvai, "Network biology: Understanding the cell's functional organization", Nature Reviews Genetics, vol. 5, no. 2, pp. 101-113, 2004.
    • (2004) Nature Reviews Genetics , vol.5 , Issue.2 , pp. 101-113
    • Barabási, A.-L.1    Oltvai, Z.2
  • 31
    • 7044264926 scopus 로고    scopus 로고
    • Chains of affection: The structure of adolescent romantic and sexual networks
    • P. S. Bearman, J. Moody, and K. Stovel, "Chains of affection: The structure of adolescent romantic and sexual networks", American Journal of Sociology, vol. 110, no. 1, pp. 44-91, 2004.
    • (2004) American Journal of Sociology , vol.110 , Issue.1 , pp. 44-91
    • Bearman, P.S.1    Moody, J.2    Stovel, K.3
  • 33
    • 0000913755 scopus 로고
    • Spatial interaction and the statistical analysis of lattice systems
    • J. Besag, "Spatial interaction and the statistical analysis of lattice systems", Journal of the Royal Statistical Society, Series B, vol. 36, no. 2, pp. 192-236, 1974.
    • (1974) Journal of the Royal Statistical Society, Series B , vol.36 , Issue.2 , pp. 192-236
    • Besag, J.1
  • 34
    • 34250784611 scopus 로고    scopus 로고
    • Graph model selection using maximum likelihood
    • Proceedings of the 23rd International Conference on Machine Learning, New York: ACM Press
    • I. Bezáková, A. Kalai, and R. Santhanam, "Graph model selection using maximum likelihood", in Proceedings of the 23rd International Conference on Machine Learning, vol. 148, ACM International Conference Proceeding Series, pp. 105-112, New York: ACM Press, 2006.
    • (2006) ACM International Conference Proceeding Series , vol.148 , pp. 105-112
    • Bezáková, I.1    Kalai, A.2    Santhanam, R.3
  • 36
    • 36349035546 scopus 로고    scopus 로고
    • Collective entity resolution in relational data
    • PhD thesis, University of Maryland
    • I. Bhattacharya, "Collective entity resolution in relational data", PhD thesis, University of Maryland, 2006.
    • (2006)
    • Bhattacharya, I.1
  • 37
    • 75849140057 scopus 로고    scopus 로고
    • A nonparametric view of network models and Newman-Girvan and other modularities
    • to appear
    • P. J. Bickel and A. Chen, "A nonparametric view of network models and Newman-Girvan and other modularities", Proceedings of the National Academy of Sciences, (to appear), 2009.
    • (2009) Proceedings of the National Academy of Sciences
    • Bickel, P.J.1    Chen, A.2
  • 42
    • 34748847886 scopus 로고    scopus 로고
    • A Sequential importance sampling algorithm for generating random graphs with prescribed degrees
    • Technical report, Stanford University
    • J. Blitzstein and P. Diaconis, "A Sequential importance sampling algorithm for generating random graphs with prescribed degrees", Technical report, Stanford University, 2006.
    • (2006)
    • Blitzstein, J.1    Diaconis, P.2
  • 43
    • 11944253901 scopus 로고    scopus 로고
    • New York: Cambridge University Press, 2nd ed
    • B. Bollobás, Random Graphs. New York: Cambridge University Press, 2nd ed., 2001.
    • (2001) Random Graphs
    • Bollobás, B.1
  • 44
    • 0000062625 scopus 로고
    • The diameter of a cycle plus a random matching
    • B. Bollobás and F. R. K. Chung, "The diameter of a cycle plus a random matching", SIAM Journal on Discrete Mathematics, vol. 1, no. 3, pp. 328-333, 1988.
    • (1988) SIAM Journal on Discrete Mathematics , vol.1 , Issue.3 , pp. 328-333
    • Bollobás, B.1    Chung, F.R.K.2
  • 45
    • 34547688893 scopus 로고    scopus 로고
    • The phase transition in inhomogeneous random graphs
    • B. Bollobás, S. Janson, and O. Riordan, "The phase transition in inhomogeneous random graphs", Random Structures & Algorithms, vol. 31, no. 1, pp. 3-122, 2007.
    • (2007) Random Structures & Algorithms , vol.31 , Issue.1 , pp. 3-122
    • Bollobás, B.1    Janson, S.2    Riordan, O.3
  • 46
    • 0037076425 scopus 로고    scopus 로고
    • E. Bonabeau, Agent-based modeling: Methods and techniques for simulating human systems, Proceedings of the National Academy of Sciences, 99, no. Suppl. 3, pp. 7280-7287, 2002.
    • E. Bonabeau, "Agent-based modeling: Methods and techniques for simulating human systems", Proceedings of the National Academy of Sciences, vol. 99, no. Suppl. 3, pp. 7280-7287, 2002.
  • 47
    • 0030768919 scopus 로고    scopus 로고
    • Yeast as a model organism
    • D. Botstein, S. A. Chervitz, and J. M. Cherry, "Yeast as a model organism", Science, vol. 277, no. 5330, pp. 1259-1260, 1997.
    • (1997) Science , vol.277 , Issue.5330 , pp. 1259-1260
    • Botstein, D.1    Chervitz, S.A.2    Cherry, J.M.3
  • 48
    • 33744964300 scopus 로고    scopus 로고
    • Network Analysis: Methodological Foundations
    • U. Brandes and T. Erlebach, eds, of, Springer Berlin/Heidelberg
    • U. Brandes and T. Erlebach, eds., Network Analysis: Methodological Foundations, volume 3418 of Lecture Notes in Computer Science. Springer Berlin/Heidelberg, 2005.
    • (2005) Lecture Notes in Computer Science , vol.3418
  • 51
    • 29744466093 scopus 로고    scopus 로고
    • Counting and locating the solutions of polynomial systems of maximum likelihood equations, I
    • M.-L. G. Buot and D. S. P. Richards, "Counting and locating the solutions of polynomial systems of maximum likelihood equations, I", Journal of Symbolic Computation, vol. 41, no. 2, pp. 234-244, 2006.
    • (2006) Journal of Symbolic Computation , vol.41 , Issue.2 , pp. 234-244
    • Buot, M.-L.G.1    Richards, D.S.P.2
  • 52
    • 77649167208 scopus 로고    scopus 로고
    • Counting and locating the solutions of polynomial systems of maximum likelihood equations, II: The Behrens-Fisher problem
    • M.-L. G. Buot and D. S. P. Richards, "Counting and locating the solutions of polynomial systems of maximum likelihood equations, II: The Behrens-Fisher problem", http://arXiv.org/abs/0709.0957, 2007.
    • (2007)
    • Buot, M.-L.G.1    Richards, D.S.P.2
  • 53
    • 0003042363 scopus 로고
    • Models of network structure
    • R. S. Burt, "Models of network structure", Annual Review of Sociology, vol. 6, pp. 79-141, 1980.
    • (1980) Annual Review of Sociology , vol.6 , pp. 79-141
    • Burt, R.S.1
  • 54
    • 0002761546 scopus 로고
    • Group stability: A socio-cognitive approach
    • E. Lawler, B. Markovsky, C. Ridgeway, and H. Walker, eds, pp, Greenwich, CT: JAI Press
    • K. M. Carley, "Group stability: A socio-cognitive approach", in Advances in Group Processes, (E. Lawler, B. Markovsky, C. Ridgeway, and H. Walker, eds.), pp. 1-44, Greenwich, CT: JAI Press, 1990.
    • (1990) Advances in Group Processes , pp. 1-44
    • Carley, K.M.1
  • 55
    • 0010359310 scopus 로고    scopus 로고
    • Smart agents and organizations of the future
    • L. Lievrouw and S. Livingstone, eds, pp, Thousand Oaks, CA: Sage
    • K. M. Carley, "Smart agents and organizations of the future", in The Handbook of New Media, (L. Lievrouw and S. Livingstone, eds.), pp. 206-220, Thousand Oaks, CA: Sage, 2002.
    • (2002) The Handbook of New Media , pp. 206-220
    • Carley, K.M.1
  • 59
    • 31044442534 scopus 로고    scopus 로고
    • Special Issue on Analyzing Large Scale Networks: The Enron Corpus
    • Springer Netherlands
    • K. M. Carley and D. Skillicorn, "Special Issue on Analyzing Large Scale Networks: The Enron Corpus", Computational & Mathematical Organization Theory, vol. 11, no. 3, pp. 179-181, Springer Netherlands, 2005.
    • (2005) Computational & Mathematical Organization Theory , vol.11 , Issue.3 , pp. 179-181
    • Carley, K.M.1    Skillicorn, D.2
  • 65
    • 34547170053 scopus 로고    scopus 로고
    • The spread of obesity in a large social network over 32 years
    • N. A. Christakis and J. H. Fowler, "The spread of obesity in a large social network over 32 years", New England Journal of Medicine, vol. 357, no. 370-379, 2007.
    • (2007) New England Journal of Medicine , vol.357 , Issue.370-379
    • Christakis, N.A.1    Fowler, J.H.2
  • 66
    • 44249122799 scopus 로고    scopus 로고
    • The collective dynamics of smoking in a large social network
    • N. A. Christakis and J. H. Fowler, "The collective dynamics of smoking in a large social network", New England Journal of Medicine, vol. 358, pp. 2249-2258, 2008.
    • (2008) New England Journal of Medicine , vol.358 , pp. 2249-2258
    • Christakis, N.A.1    Fowler, J.H.2
  • 67
    • 58149387739 scopus 로고    scopus 로고
    • Dynamic Spread of Happiness in a Large Social Network: Longitudinal Analysis Over 20 Years in the Framingham Heart Study
    • N. A. Christakis and J. H. Fowler, "Dynamic Spread of Happiness in a Large Social Network: Longitudinal Analysis Over 20 Years in the Framingham Heart Study", British Medical Journal, vol. 337, p. a2338, 2008.
    • (2008) British Medical Journal , vol.337
    • Christakis, N.A.1    Fowler, J.H.2
  • 70
    • 0038652158 scopus 로고    scopus 로고
    • The spectra of random graphs with given expected degrees
    • F. Chung, L. Lu, and V. Vu, "The spectra of random graphs with given expected degrees", Proceedings of the National Academy of Sciences, vol. 100, no. 11, pp. 6313-6318, 2003.
    • (2003) Proceedings of the National Academy of Sciences , vol.100 , Issue.11 , pp. 6313-6318
    • Chung, F.1    Lu, L.2    Vu, V.3
  • 71
    • 27244456660 scopus 로고    scopus 로고
    • Finding local community structure in networks
    • A. Clauset, "Finding local community structure in networks", Physical Review E, vol. 72, no. 2, p. 026132, 2005.
    • (2005) Physical Review E , vol.72 , Issue.2 , pp. 026132
    • Clauset, A.1
  • 73
    • 43049151837 scopus 로고    scopus 로고
    • Hierarchical structure and the prediction of missing links in networks
    • A. Clauset, C. Moore, and M. E. J. Newman, "Hierarchical structure and the prediction of missing links in networks", Nature, vol. 453, pp. 98-101, 2008.
    • (2008) Nature , vol.453 , pp. 98-101
    • Clauset, A.1    Moore, C.2    Newman, M.E.J.3
  • 74
    • 65549085067 scopus 로고    scopus 로고
    • Power-law distributions in empirical data
    • A. Clauset, C. R. Shalizi, and M. E. J. Newman, "Power-law distributions in empirical data", SIAM Review, vol. 51, no. 4, pp. 661-703, 2009.
    • (2009) SIAM Review , vol.51 , Issue.4 , pp. 661-703
    • Clauset, A.1    Shalizi, C.R.2    Newman, M.E.J.3
  • 76
    • 0039650029 scopus 로고
    • Markov random fields in statistics
    • G. R. Grimmett and D. J. A. Welsh, eds, pp, Oxford University Press
    • P. Clifford, "Markov random fields in statistics", in Disorder in Physical Systems: A Volume in Honour of John M. Hammersley, (G. R. Grimmett and D. J. A. Welsh, eds.), pp. 19-32, Oxford University Press, 1990.
    • (1990) Disorder in Physical Systems: A Volume in Honour of John M. Hammersley , pp. 19-32
    • Clifford, P.1
  • 77
    • 58149398095 scopus 로고    scopus 로고
    • Detecting implausible social network effects in acne, height and headaches: Longitudinal analysis
    • E. Cohen-Cole and J. M. Fletcher, "Detecting implausible social network effects in acne, height and headaches: Longitudinal analysis", British Medical Journal, vol. 337, p. a2533, 2008.
    • (2008) British Medical Journal , vol.337
    • Cohen-Cole, E.1    Fletcher, J.M.2
  • 78
    • 50249162486 scopus 로고    scopus 로고
    • Is obesity contagious? Social networks vs. environmental factors in the obesity epidemic
    • E. Cohen-Cole and J. M. Fletcher, "Is obesity contagious? Social networks vs. environmental factors in the obesity epidemic", Journal of Health Economics, vol. 27, pp. 1382-1387, 2008.
    • (2008) Journal of Health Economics , vol.27 , pp. 1382-1387
    • Cohen-Cole, E.1    Fletcher, J.M.2
  • 79
    • 70350600574 scopus 로고    scopus 로고
    • Identifying community structures from network data via maximum likelihood methods
    • J. Copic, M. O. Jackson, and A. Kirman, "Identifying community structures from network data via maximum likelihood methods", The B. E. Journal of Theoretical Economics, vol. 9, no. 1, 2009.
    • (2009) The B. E. Journal of Theoretical Economics , vol.9 , Issue.1
    • Copic, J.1    Jackson, M.O.2    Kirman, A.3
  • 81
    • 44949217362 scopus 로고    scopus 로고
    • Clearing the FOG: Fuzzy, overlapping groups for social networks
    • G. B. Davis and K. M. Carley, "Clearing the FOG: Fuzzy, overlapping groups for social networks", Social Networks, vol. 30, no. 3, pp. 201-212, 2008.
    • (2008) Social Networks , vol.30 , Issue.3 , pp. 201-212
    • Davis, G.B.1    Carley, K.M.2
  • 82
    • 77649147972 scopus 로고    scopus 로고
    • B. de Finetti, Theory of Probability, 1-2. New York: John Wiley & Sons, 1990. Reprint of the 1974-1975 translation.
    • B. de Finetti, Theory of Probability, Vol. 1-2. New York: John Wiley & Sons, 1990. Reprint of the 1974-1975 translation.
  • 83
    • 0000432228 scopus 로고
    • Networks of scientific Papers: The pattern of bibliographic references indicates the nature of the scientific research front
    • D. J. de Solla Price, "Networks of scientific Papers: The pattern of bibliographic references indicates the nature of the scientific research front", Science, vol. 149, no. 3683, pp. 510-515, 1965.
    • (1965) Science , vol.149 , Issue.3683 , pp. 510-515
    • de Solla Price, D.J.1
  • 84
    • 77949619619 scopus 로고    scopus 로고
    • Graph limits and exchangeable random graphs
    • Technical report, Department of Statistics, Stanford University
    • P. Diaconis and S. Janson, "Graph limits and exchangeable random graphs", Technical report, Department of Statistics, Stanford University, 2008.
    • (2008)
    • Diaconis, P.1    Janson, S.2
  • 85
    • 0032387555 scopus 로고    scopus 로고
    • Algebraic algorithms for sampling from conditional distributions
    • P. Diaconis and B. Sturmfels, "Algebraic algorithms for sampling from conditional distributions", Annals of Statistics, vol. 26, no. 1, pp. 363-397, 1998.
    • (1998) Annals of Statistics , vol.26 , Issue.1 , pp. 363-397
    • Diaconis, P.1    Sturmfels, B.2
  • 86
    • 0042855693 scopus 로고    scopus 로고
    • An experimental study of search in global social networks
    • P. S. Dodds, R. Muhamad, and D. J. Watts, "An experimental study of search in global social networks", Science, vol. 301, no. 5634, pp. 827-829, 2003.
    • (2003) Science , vol.301 , Issue.5634 , pp. 827-829
    • Dodds, P.S.1    Muhamad, R.2    Watts, D.J.3
  • 87
    • 33750736202 scopus 로고    scopus 로고
    • Mining social networks for viral marketing
    • P. Domingos, "Mining social networks for viral marketing", IEEE Intelligent Systems, vol. 20, no. 1, pp. 80-82, 2005.
    • (2005) IEEE Intelligent Systems , vol.20 , Issue.1 , pp. 80-82
    • Domingos, P.1
  • 88
    • 1842711871 scopus 로고    scopus 로고
    • Generalized blockmodeling of twomode network data
    • P. Doreian, V. Batagelj, and A. Ferligoj, "Generalized blockmodeling of twomode network data", Social Networks, vol. 26, pp. 29-53, 2004.
    • (2004) Social Networks , vol.26 , pp. 29-53
    • Doreian, P.1    Batagelj, V.2    Ferligoj, A.3
  • 90
    • 0034287126 scopus 로고    scopus 로고
    • Scaling behavior of developing and decaying networks
    • S. N. Dorogovtsev and J. F. F. Mendes, "Scaling behavior of developing and decaying networks", Europhysics Letters, vol. 52, no. 1, p. 33, 2000.
    • (2000) Europhysics Letters , vol.52 , Issue.1 , pp. 33
    • Dorogovtsev, S.N.1    Mendes, J.F.F.2
  • 92
    • 70349313631 scopus 로고    scopus 로고
    • Inferring friendship network structure by using mobile phone data
    • N. Eagle, A. Pentland, and D. Lazer, "Inferring friendship network structure by using mobile phone data", Proceedings of the National Academy of Sciences, vol. 106, no. 36, pp. 15274-15278, 2009.
    • (2009) Proceedings of the National Academy of Sciences , vol.106 , Issue.36 , pp. 15274-15278
    • Eagle, N.1    Pentland, A.2    Lazer, D.3
  • 95
    • 1842637512 scopus 로고    scopus 로고
    • E. A. Erosheva, S. E. Fienberg, and J. Lafferty, Mixed-membership Models of Scientific Publications, Proceedings of the National Academy of Sciences, 101, no. Suppl. 1, pp. 5220-5227, 2004.
    • E. A. Erosheva, S. E. Fienberg, and J. Lafferty, "Mixed-membership Models of Scientific Publications", Proceedings of the National Academy of Sciences, vol. 101, no. Suppl. 1, pp. 5220-5227, 2004.
  • 96
    • 77649104146 scopus 로고    scopus 로고
    • A small world threshold for economic network formation
    • Cambridge, MA: MIT Press
    • E. Even-Dar and M. Kearns, "A small world threshold for economic network formation", in Advances in Neural Information Processing Systems (NIPS), vol. 19, pp. 385-392, Cambridge, MA: MIT Press, 2007.
    • (2007) Advances in Neural Information Processing Systems (NIPS) , vol.19 , pp. 385-392
    • Even-Dar, E.1    Kearns, M.2
  • 98
    • 0024406857 scopus 로고
    • A novel genetic system to detect protein-protein interactions
    • S. Fields and O. Song, "A novel genetic system to detect protein-protein interactions", Nature, vol. 340, no. 6230, pp. 245-246, 1989.
    • (1989) Nature , vol.340 , Issue.6230 , pp. 245-246
    • Fields, S.1    Song, O.2
  • 100
    • 34250406623 scopus 로고
    • On small world statistics
    • S. E. Fienberg and S. K. Lee, "On small world statistics", Psychometrika, vol. 40, no. 2, pp. 219-228, 1975.
    • (1975) Psychometrika , vol.40 , Issue.2 , pp. 219-228
    • Fienberg, S.E.1    Lee, S.K.2
  • 102
    • 77649169478 scopus 로고    scopus 로고
    • 1 random graph models: Markov bases and their uses
    • S. Sinharay and N. J. Dorans, eds, Educational Testing Service
    • 1 random graph models: Markov bases and their uses", in Papers in Honor of Paul W. Holland, (S. Sinharay and N. J. Dorans, eds.), Educational Testing Service, 2009.
    • (2009) Papers in Honor of Paul W. Holland
    • Fienberg, S.E.1    Petrović, S.2    Rinaldo, A.3
  • 103
    • 0002383107 scopus 로고
    • Categorical data analysis of single sociometric relations
    • S. E. Fienberg and S. S. Wasserman, "Categorical data analysis of single sociometric relations", Sociological Methodology, pp. 156-192, 1981.
    • (1981) Sociological Methodology , pp. 156-192
    • Fienberg, S.E.1    Wasserman, S.S.2
  • 104
    • 69649086470 scopus 로고
    • An exponential family of probability distributions for directed graphs: Comment
    • S. E. Fienberg and S. S. Wasserman, "An exponential family of probability distributions for directed graphs: Comment", Journal of the American Statistical Association, vol. 76, no. 373, pp. 54-57, 1981.
    • (1981) Journal of the American Statistical Association , vol.76 , Issue.373 , pp. 54-57
    • Fienberg, S.E.1    Wasserman, S.S.2
  • 105
    • 33748257786 scopus 로고    scopus 로고
    • Græmlin: General and robust alignment of multiple large interaction networks
    • J. Flannick, A. Novak, B. S. Srinivasan, H. H. McAdams, and S. Batzoglou, "Græmlin: General and robust alignment of multiple large interaction networks", Genome Research, vol. 16, no. 9, pp. 1169-1181, 2006.
    • (2006) Genome Research , vol.16 , Issue.9 , pp. 1169-1181
    • Flannick, J.1    Novak, A.2    Srinivasan, B.S.3    McAdams, H.H.4    Batzoglou, S.5
  • 106
    • 84924138906 scopus 로고    scopus 로고
    • A geometric preferential attachment model of networks
    • A. D. Flaxman, A. M. Frieze, and J. Vera, "A geometric preferential attachment model of networks", Internet Mathematics, vol. 3, no. 2, pp. 187-206, 2006.
    • (2006) Internet Mathematics , vol.3 , Issue.2 , pp. 187-206
    • Flaxman, A.D.1    Frieze, A.M.2    Vera, J.3
  • 107
    • 77649162616 scopus 로고    scopus 로고
    • A geometric preferential attachment model of networks II
    • A. D. Flaxman, A. M. Frieze, and J. Vera, "A geometric preferential attachment model of networks II", Internet Mathematics, vol. 4, no. 1, pp. 87-112, 2007.
    • (2007) Internet Mathematics , vol.4 , Issue.1 , pp. 87-112
    • Flaxman, A.D.1    Frieze, A.M.2    Vera, J.3
  • 108
    • 50249148958 scopus 로고    scopus 로고
    • Estimating peer effects on health in social networks
    • J. Fowler and N. Christakis, "Estimating peer effects on health in social networks", Journal of Health Economics, vol. 27, no. 5, pp. 1400-1405, 2008.
    • (2008) Journal of Health Economics , vol.27 , Issue.5 , pp. 1400-1405
    • Fowler, J.1    Christakis, N.2
  • 109
    • 33847185785 scopus 로고    scopus 로고
    • Network sampling and model fitting
    • P. J. Carrington, J. Scott, and S. S. Wasserman, eds, pp, Cambridge University Press
    • O. Frank, "Network sampling and model fitting", in Models and Methods in Social Network Analysis, (P. J. Carrington, J. Scott, and S. S. Wasserman, eds.), pp. 31-56, Cambridge University Press, 2005.
    • (2005) Models and Methods in Social Network Analysis , pp. 31-56
    • Frank, O.1
  • 111
    • 0842288337 scopus 로고    scopus 로고
    • Inferring cellular networks using probabilistic graphical models
    • N. Friedman, "Inferring cellular networks using probabilistic graphical models", Science, vol. 303, no. 5659, pp. 799-805, 2004.
    • (2004) Science , vol.303 , Issue.5659 , pp. 799-805
    • Friedman, N.1
  • 114
    • 33644555054 scopus 로고    scopus 로고
    • A.-C. Gavin, P. Aloy, P. Grandi, R. Krause, M. Boesche, M. Marzioch, C. Rau, L. J. Jensen, S. Bastuck, B. Dümpelfeld, A. Edelmann, M.-A. Heurtier, V. Hoffman, C. Hoefert, K. Klein, M. Hudak, A.-M. Michon, M. Schelder, M. Schirle, M. Remor, T. Rudi, S. Hooper, A. Bauer, T. Bouwmeester, G. Casari, G. Drewes, G. Neubauer, J. M. Rick, B. Kuster, P. Bork, R. B. Russell, and G. Superti-Furga, Proteome survey reveals modularity of the yeast cell machinery, Nature, 440, no. 7084, pp. 631-636, 2006.
    • A.-C. Gavin, P. Aloy, P. Grandi, R. Krause, M. Boesche, M. Marzioch, C. Rau, L. J. Jensen, S. Bastuck, B. Dümpelfeld, A. Edelmann, M.-A. Heurtier, V. Hoffman, C. Hoefert, K. Klein, M. Hudak, A.-M. Michon, M. Schelder, M. Schirle, M. Remor, T. Rudi, S. Hooper, A. Bauer, T. Bouwmeester, G. Casari, G. Drewes, G. Neubauer, J. M. Rick, B. Kuster, P. Bork, R. B. Russell, and G. Superti-Furga, "Proteome survey reveals modularity of the yeast cell machinery", Nature, vol. 440, no. 7084, pp. 631-636, 2006.
  • 115
    • 0037050026 scopus 로고    scopus 로고
    • A.-C. Gavin, M. Bösche, R. Krause, P. Grandi, M. Marzioch, A. Bauer, J. Schultz, J. M. Rick, A.-M. Michon, C.-M. Cruciat, M. Remor, C. Höfert, M. Schelder, M. Brajenovic, H. Ruffner, A. Merino, K. Klein, M. Hudak, D. Dickson, T. Rudi, V. Gnau, A. Bauch, S. Bastuck, B. Huhse, C. Leutwein, M.-A. Heurtier, R. R. Copley, A. Edelmann, E. Querfurth, V. Rybin, G. Drewes, M. Raida, T. Bouwmeester, P. Bork, B. Seraphin, B. Kuster, G. Neubauer, and G. Superti-Furga, Functional organization of the yeast proteome by systematic analysis of protein complexes, Nature, 415, pp. 141-147, 2002.
    • A.-C. Gavin, M. Bösche, R. Krause, P. Grandi, M. Marzioch, A. Bauer, J. Schultz, J. M. Rick, A.-M. Michon, C.-M. Cruciat, M. Remor, C. Höfert, M. Schelder, M. Brajenovic, H. Ruffner, A. Merino, K. Klein, M. Hudak, D. Dickson, T. Rudi, V. Gnau, A. Bauch, S. Bastuck, B. Huhse, C. Leutwein, M.-A. Heurtier, R. R. Copley, A. Edelmann, E. Querfurth, V. Rybin, G. Drewes, M. Raida, T. Bouwmeester, P. Bork, B. Seraphin, B. Kuster, G. Neubauer, and G. Superti-Furga, "Functional organization of the yeast proteome by systematic analysis of protein complexes", Nature, vol. 415, pp. 141-147, 2002.
  • 117
  • 118
    • 0000051109 scopus 로고
    • Constrained Monte Carlo maximum likelihood for dependent data (with discussion)
    • C. J. Geyer and E. A. Thompson, "Constrained Monte Carlo maximum likelihood for dependent data (with discussion)", Journal of the Royal Statistical Society, Series B, vol. 54, pp. 657-699, 1992.
    • (1992) Journal of the Royal Statistical Society, Series B , vol.54 , pp. 657-699
    • Geyer, C.J.1    Thompson, E.A.2
  • 121
    • 2342606993 scopus 로고    scopus 로고
    • Bayesian analysis of directed graphs data with application to social networks
    • P. S. Gill and T. B. Swartz, "Bayesian analysis of directed graphs data with application to social networks", Applied Statistics, vol. 53, no. 2, pp. 249-260, 2004.
    • (2004) Applied Statistics , vol.53 , Issue.2 , pp. 249-260
    • Gill, P.S.1    Swartz, T.B.2
  • 122
  • 123
    • 0038170352 scopus 로고    scopus 로고
    • Expanded trade and GDP data
    • K. S. Gleditsch, "Expanded trade and GDP data", Journal of Conflict Resolution, vol. 46, no. 5, pp. 712-724, 2002.
    • (2002) Journal of Conflict Resolution , vol.46 , Issue.5 , pp. 712-724
    • Gleditsch, K.S.1
  • 125
    • 69949089097 scopus 로고    scopus 로고
    • Respondent-driven sampling as Markov chain Monte Carlo
    • S. Goel and M. J. Salganik, "Respondent-driven sampling as Markov chain Monte Carlo", Statistics in Medicine, vol. 28, no. 17, pp. 2202-2229, 2009.
    • (2009) Statistics in Medicine , vol.28 , Issue.17 , pp. 2202-2229
    • Goel, S.1    Salganik, M.J.2
  • 128
    • 38049098710 scopus 로고    scopus 로고
    • Exploratory study of a new model for evolving networks
    • Statistical Network Analysis: Models, Issues and New Directions, E. M. Airoldi, D. M. Blei, S. E. Fienberg, A. Goldenberg, E. P. Xing, and A. X. Zheng, eds, Springer Berlin/Heidelberg
    • A. Goldenberg and A. Zheng, "Exploratory study of a new model for evolving networks", in Statistical Network Analysis: Models, Issues and New Directions, volume 4503 in Lecture Notes in Computer Science, (E. M. Airoldi, D. M. Blei, S. E. Fienberg, A. Goldenberg, E. P. Xing, and A. X. Zheng, eds.), Springer Berlin/Heidelberg, 2007.
    • (2007) Lecture Notes in Computer Science , vol.4503
    • Goldenberg, A.1    Zheng, A.2
  • 130
    • 65449129981 scopus 로고    scopus 로고
    • Birds of a feather, or friend of a friend? Using exponential random graph models to investigate adolescent social networks
    • S. M. Goodreau, J. A. Kitts, and M. Morris, "Birds of a feather, or friend of a friend? Using exponential random graph models to investigate adolescent social networks", Demography, vol. 46, no. 1, pp. 103-125, 2009.
    • (2009) Demography , vol.46 , Issue.1 , pp. 103-125
    • Goodreau, S.M.1    Kitts, J.A.2    Morris, M.3
  • 132
    • 60849109935 scopus 로고    scopus 로고
    • Dealing with label switching in mixture models under genuine multimodality
    • B. Grún and F. Leisch, "Dealing with label switching in mixture models under genuine multimodality", Journal of Multivariate Analysis, vol. 100, no. 5, pp. 851-861, 2008.
    • (2008) Journal of Multivariate Analysis , vol.100 , Issue.5 , pp. 851-861
    • Grún, B.1    Leisch, F.2
  • 134
    • 84950609641 scopus 로고
    • An exponential family of probability distributions for directed graphs: Comment
    • S. J. Haberman, "An exponential family of probability distributions for directed graphs: Comment", Journal of the American Statistical Association, vol. 76, no. 373, pp. 60-61, 1981.
    • (1981) Journal of the American Statistical Association , vol.76 , Issue.373 , pp. 60-61
    • Haberman, S.J.1
  • 136
    • 45349097076 scopus 로고    scopus 로고
    • statnet: Software tools for the representation, visualization, analysis and simulation of network data
    • M. S. Handcock, D. R. Hunter, C. T. Butts, S. M. Goodreau, and M. Morris, "statnet: Software tools for the representation, visualization, analysis and simulation of network data", Journal of Statistical Software, vol. 24, no. 1, pp. 12-25, 2008.
    • (2008) Journal of Statistical Software , vol.24 , Issue.1 , pp. 12-25
    • Handcock, M.S.1    Hunter, D.R.2    Butts, C.T.3    Goodreau, S.M.4    Morris, M.5
  • 139
    • 38049177943 scopus 로고    scopus 로고
    • Discrete temporal models of social networks
    • Statistical Network Analysis: Models, Issues and New Directions, of, E. M. Airoldi, D. M. Blei, S. E. Fienberg, A. Goldenberg, E. P. Xing, and A. X. Zheng, eds, Springer Berlin/Heidelberg
    • S. Hanneke and E. P. Xing, "Discrete temporal models of social networks", in Statistical Network Analysis: Models, Issues and New Directions, volume 4503 of Lecture Notes in Computer Science, (E. M. Airoldi, D. M. Blei, S. E. Fienberg, A. Goldenberg, E. P. Xing, and A. X. Zheng, eds.), Springer Berlin/Heidelberg, 2007.
    • (2007) Lecture Notes in Computer Science , vol.4503
    • Hanneke, S.1    Xing, E.P.2
  • 140
    • 0029182376 scopus 로고
    • Back to the future: Generating moment implications for continuous-time Markov processes
    • L. P. Hansen and J. A. Scheinkman, "Back to the future: Generating moment implications for continuous-time Markov processes", Econometrica, vol. 63, no. 4, pp. 767-804, 1995.
    • (1995) Econometrica , vol.63 , Issue.4 , pp. 767-804
    • Hansen, L.P.1    Scheinkman, J.A.2
  • 141
    • 3843083671 scopus 로고    scopus 로고
    • The national longitudinal study of adolescent health: Research Design
    • Technical report, Carolina Population Center, University of North Carolina, Chapel Hill
    • K. M. Harris, F. Florey, J. Tabor, P. S. Bearman, J. Jones, and R. J. Udry, "The national longitudinal study of adolescent health: Research Design", Technical report, Carolina Population Center, University of North Carolina, Chapel Hill, 2003.
    • (2003)
    • Harris, K.M.1    Florey, F.2    Tabor, J.3    Bearman, P.S.4    Jones, J.5    Udry, R.J.6
  • 142
    • 33748544940 scopus 로고    scopus 로고
    • Network-based marketing: Identifying likely adopters via consumer networks
    • S. Hill, F. Provost, and C. Volinsky, "Network-based marketing: Identifying likely adopters via consumer networks", Statistical Science, vol. 21, no. 2, pp. 256-276, 2006.
    • (2006) Statistical Science , vol.21 , Issue.2 , pp. 256-276
    • Hill, S.1    Provost, F.2    Volinsky, C.3
  • 143
    • 0037050004 scopus 로고    scopus 로고
    • Y. Ho, A. Gruhler, A. Heilbut, G. D. Bader, L. Moore, S.-L. Adams, A. Millar, P. Taylor, K. Bennett, K. Boutilier, L. Yang, C. Wolting, I. Donaldson, S. Schandorff, J. Shewnarane, M. Vo, J. Taggart, M. Goudreault, B. Muskat, C. Alfarano, D. Dewar, Z. Lin, K. Michalickova, A. R. Willems, H. Sassi, P. A. Nielsen, K. J. Rasmussen, J. R. Andersen, L. E. Johansen, L. H. Hansen, H. Jespersen, A. Podtelejnikov, E. Nielsen, J. Crawford, V. Poulsen, B. D. Sørensen, J. Matthiesen, R. C. Hendrickson, F. Gleeson, T. Pawson, M. F. Moran, D. Durocher, M. Mann, C. W. V. Hogue, D. Figeys, and M. Tyers, Systematic identification of protein complexes in Saccharomyces cerevisiae by mass spectrometry, Nature, 415, pp. 180-183, 2002.
    • Y. Ho, A. Gruhler, A. Heilbut, G. D. Bader, L. Moore, S.-L. Adams, A. Millar, P. Taylor, K. Bennett, K. Boutilier, L. Yang, C. Wolting, I. Donaldson, S. Schandorff, J. Shewnarane, M. Vo, J. Taggart, M. Goudreault, B. Muskat, C. Alfarano, D. Dewar, Z. Lin, K. Michalickova, A. R. Willems, H. Sassi, P. A. Nielsen, K. J. Rasmussen, J. R. Andersen, L. E. Johansen, L. H. Hansen, H. Jespersen, A. Podtelejnikov, E. Nielsen, J. Crawford, V. Poulsen, B. D. Sørensen, J. Matthiesen, R. C. Hendrickson, F. Gleeson, T. Pawson, M. F. Moran, D. Durocher, M. Mann, C. W. V. Hogue, D. Figeys, and M. Tyers, "Systematic identification of protein complexes in Saccharomyces cerevisiae by mass spectrometry", Nature, vol. 415, pp. 180-183, 2002.
  • 144
    • 23844534761 scopus 로고    scopus 로고
    • Random effects models for network data
    • R. Breiger, K. M. Carley, and P. E. Pattison, eds, pp, Washington, D. C, The National Academies Press
    • P. D. Hoff, "Random effects models for network data", in Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers, (R. Breiger, K. M. Carley, and P. E. Pattison, eds.), pp. 303-312, Washington, D. C.: The National Academies Press, 2003.
    • (2003) Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers , pp. 303-312
    • Hoff, P.D.1
  • 145
    • 85162055675 scopus 로고    scopus 로고
    • Modeling homophily and stochastic equivalence in symmetric relational data
    • J. C. Platt, D. Koller, Y. Singer, and S. Roweis, eds, pp, MIT Press
    • P. D. Hoff, "Modeling homophily and stochastic equivalence in symmetric relational data", in Advances in Neural Information Processing Systems, vol. 20, (J. C. Platt, D. Koller, Y. Singer, and S. Roweis, eds.), pp. 657-664, MIT Press, 2008.
    • (2008) Advances in Neural Information Processing Systems , vol.20 , pp. 657-664
    • Hoff, P.D.1
  • 147
    • 0012864758 scopus 로고
    • Stochastic blockmodels: First steps
    • P. W. Holland, K. B. Laskey, and S. Leinhardt, "Stochastic blockmodels: First steps", Social Networks, vol. 5, no. 2, pp. 109-137, 1983.
    • (1983) Social Networks , vol.5 , Issue.2 , pp. 109-137
    • Holland, P.W.1    Laskey, K.B.2    Leinhardt, S.3
  • 150
    • 84950607156 scopus 로고
    • An exponential family of probability distributions for directed graphs (with discussion)
    • P. W. Holland and S. Leinhardt, "An exponential family of probability distributions for directed graphs (with discussion)", Journal of the American Statistical Association, vol. 76, no. 373, pp. 33-65, 1981.
    • (1981) Journal of the American Statistical Association , vol.76 , Issue.373 , pp. 33-65
    • Holland, P.W.1    Leinhardt, S.2
  • 151
    • 66549096964 scopus 로고    scopus 로고
    • An integrated model of traffic, geography and economy in the internet
    • P. Holme, J. Karlin, and S. Forrest, "An integrated model of traffic, geography and economy in the internet", ACM SIGCOMM Computer Communication Review, vol. 38, no. 3, pp. 7-15, 2008.
    • (2008) ACM SIGCOMM Computer Communication Review , vol.38 , Issue.3 , pp. 7-15
    • Holme, P.1    Karlin, J.2    Forrest, S.3
  • 152
    • 0344631083 scopus 로고    scopus 로고
    • Growth dynamics of the world-wide web
    • B. A. Huberman and L. A. Adamic, "Growth dynamics of the world-wide web", Nature, vol. 401, p. 131, 1999.
    • (1999) Nature , vol.401 , pp. 131
    • Huberman, B.A.1    Adamic, L.A.2
  • 153
  • 154
    • 52049105378 scopus 로고    scopus 로고
    • Treatment of non-response in longitudinal network studies
    • M. Huisman and C. Steglich, "Treatment of non-response in longitudinal network studies", Social Networks, vol. 30, no. 4, pp. 297-308, 2008.
    • (2008) Social Networks , vol.30 , Issue.4 , pp. 297-308
    • Huisman, M.1    Steglich, C.2
  • 157
    • 45349102044 scopus 로고    scopus 로고
    • ergm: A package to fit, simulate and diagnose exponentialfamily models for networks
    • D. R. Hunter, M. S. Handcock, C. T. Butts, S. M. Goodreau, and M. Morris, "ergm: A package to fit, simulate and diagnose exponentialfamily models for networks", Journal of Statistical Software, vol. 24, no. 3, http://www.jstatsoft.org/v24/i03/paper, 2008.
    • (2008) Journal of Statistical Software , vol.24 , Issue.3
    • Hunter, D.R.1    Handcock, M.S.2    Butts, C.T.3    Goodreau, S.M.4    Morris, M.5
  • 158
    • 34548425218 scopus 로고    scopus 로고
    • Currency and commodity metabolites: Their identification and relation to the modularity of metabolic networks
    • M. Huss and P. Holme, "Currency and commodity metabolites: Their identification and relation to the modularity of metabolic networks", IET Systems Biology, vol. 1, pp. 280-285, 2007.
    • (2007) IET Systems Biology , vol.1 , pp. 280-285
    • Huss, M.1    Holme, P.2
  • 159
    • 0033974688 scopus 로고    scopus 로고
    • Toward a protein-protein interaction map of the budding yeast: A comprehensive system to examine two-hybrid interactions in all possible combinations between the yeast proteins
    • T. Ito, K. Tashiro, S. Muta, R. Ozawa, T. Chiba, M. Nishizawa, K. Yamamoto, S. Kuhara, and Y. Sakaki, "Toward a protein-protein interaction map of the budding yeast: A comprehensive system to examine two-hybrid interactions in all possible combinations between the yeast proteins", Proceedings of the National Academy of Sciences, vol. 97, no. 3, pp. 1143-1147, 2000.
    • (2000) Proceedings of the National Academy of Sciences , vol.97 , Issue.3 , pp. 1143-1147
    • Ito, T.1    Tashiro, K.2    Muta, S.3    Ozawa, R.4    Chiba, T.5    Nishizawa, M.6    Yamamoto, K.7    Kuhara, S.8    Sakaki, Y.9
  • 162
    • 53349156368 scopus 로고    scopus 로고
    • Biochemistry: Not comparable, but complementary
    • L. J. Jensen and P. Bork, "Biochemistry: Not comparable, but complementary", Science, vol. 322, no. 5898, pp. 56-57, 2008.
    • (2008) Science , vol.322 , Issue.5898 , pp. 56-57
    • Jensen, L.J.1    Bork, P.2
  • 163
    • 0037526119 scopus 로고    scopus 로고
    • An assessment of preferential attachment as a mechanism for human sexual network formation
    • J. H. Jones and M. S. Handcock, "An assessment of preferential attachment as a mechanism for human sexual network formation", in Proceedings of the Royal Society, Series B, vol. 270, no. 1520, pp. 1123-1128, 2003.
    • (2003) Proceedings of the Royal Society, Series B , vol.270 , Issue.1520 , pp. 1123-1128
    • Jones, J.H.1    Handcock, M.S.2
  • 164
    • 0037834802 scopus 로고    scopus 로고
    • Social networks (communication arising) : Sexual contacts and epidemic thresholds
    • J. H. Jones and M. S. Handcock, "Social networks (communication arising) : Sexual contacts and epidemic thresholds", Nature, vol. 423, pp. 605-606, 2003.
    • (2003) Nature , vol.423 , pp. 605-606
    • Jones, J.H.1    Handcock, M.S.2
  • 165
    • 77649118259 scopus 로고    scopus 로고
    • Probabilistic symmetries and invariance principles
    • New York: Springer
    • O. Kallenberg, "Probabilistic symmetries and invariance principles", in Probability and its Applications, New York: Springer, 2005.
    • (2005) Probability and its Applications
    • Kallenberg, O.1
  • 166
    • 0346829923 scopus 로고
    • The distribution of the number of isolates in a social group
    • L. Katz, "The distribution of the number of isolates in a social group", Annals of Mathematical Statistics, vol. 23, no. 2, pp. 271-276, 1952.
    • (1952) Annals of Mathematical Statistics , vol.23 , Issue.2 , pp. 271-276
    • Katz, L.1
  • 167
    • 0009499216 scopus 로고
    • Probability distributions of random variables associated with a structure of the sample space of sociometric investigations
    • L. Katz and J. H. Powell, "Probability distributions of random variables associated with a structure of the sample space of sociometric investigations", Annals of Mathematical Statistics, vol. 28, no. 2, pp. 442-448, 1957.
    • (1957) Annals of Mathematical Statistics , vol.28 , Issue.2 , pp. 442-448
    • Katz, L.1    Powell, J.H.2
  • 168
    • 0041518501 scopus 로고
    • The variance of the number of mutual choices in sociometry
    • L. Katz and T. R. Wilson, "The variance of the number of mutual choices in sociometry", Psychometrika, vol. 21, no. 3, pp. 299-304, 1956.
    • (1956) Psychometrika , vol.21 , Issue.3 , pp. 299-304
    • Katz, L.1    Wilson, T.R.2
  • 169
    • 33747084763 scopus 로고    scopus 로고
    • An experimental study of the coloring problem on human subject networks
    • M. Kearns, S. Suri, and N. Montfort, "An experimental study of the coloring problem on human subject networks", Science, vol. 313, no. 5788, pp. 824-827, 2006.
    • (2006) Science , vol.313 , Issue.5788 , pp. 824-827
    • Kearns, M.1    Suri, S.2    Montfort, N.3
  • 170
    • 26444526647 scopus 로고    scopus 로고
    • Influential nodes in a diffusion model for social networks
    • Automata, Languages and Programming, of, Springer Berlin/Heidelberg
    • D. Kempe, J. Kleinberg, and E. Tardos, "Influential nodes in a diffusion model for social networks", in Automata, Languages and Programming, vol. 3580 of Lecture Notes in Computer Science, pp. 1127-1138, Springer Berlin/Heidelberg, 2005.
    • (2005) Lecture Notes in Computer Science , vol.3580 , pp. 1127-1138
    • Kempe, D.1    Kleinberg, J.2    Tardos, E.3
  • 171
    • 4243148480 scopus 로고    scopus 로고
    • Authoritative sources in a hyperlinked environment
    • J. M. Kleinberg, "Authoritative sources in a hyperlinked environment", Journal of the ACM (JACM), vol. 46, no. 5, pp. 604-632, 1999.
    • (1999) Journal of the ACM (JACM) , vol.46 , Issue.5 , pp. 604-632
    • Kleinberg, J.M.1
  • 172
    • 0343441557 scopus 로고    scopus 로고
    • Navigation in a small world - It is easier to find short chains between points in some networks than others
    • J. M. Kleinberg, "Navigation in a small world - It is easier to find short chains between points in some networks than others", Nature, vol. 406, p. 845, 2000.
    • (2000) Nature , vol.406 , pp. 845
    • Kleinberg, J.M.1
  • 175
    • 84899841718 scopus 로고    scopus 로고
    • The web as a graph: Measurements, models and methods
    • Computing and Combinatorics, of, Springer Berlin/Heidelberg
    • J. M. Kleinberg, S. R. Kumar, P. Raghavan, S. Rajagopalan, and A. S. Tomkins, "The web as a graph: Measurements, models and methods", in Computing and Combinatorics, vol. 1627 of Lecture Notes in Computer Science, pp. 1-17, Springer Berlin/Heidelberg, 1999.
    • (1999) Lecture Notes in Computer Science , vol.1627 , pp. 1-17
    • Kleinberg, J.M.1    Kumar, S.R.2    Raghavan, P.3    Rajagopalan, S.4    Tomkins, A.S.5
  • 178
    • 77649122381 scopus 로고    scopus 로고
    • Analysing exponential random graph (p-star) models with missing data using Bayesian data augmentation
    • Technical report, Department of Psychology, School of Behavioural Science, University of Melbourne, Austrailia
    • J. Koskinen, G. L. Robins, and P. E. Pattison, "Analysing exponential random graph (p-star) models with missing data using Bayesian data augmentation", Technical report, Department of Psychology, School of Behavioural Science, University of Melbourne, Austrailia, 2008.
    • (2008)
    • Koskinen, J.1    Robins, G.L.2    Pattison, P.E.3
  • 180
    • 33747485518 scopus 로고    scopus 로고
    • Effects of missing data in social networks
    • G. Kossinets, "Effects of missing data in social networks", Social Networks, vol. 28, no. 3, pp. 247-268, 2006.
    • (2006) Social Networks , vol.28 , Issue.3 , pp. 247-268
    • Kossinets, G.1
  • 181
    • 40249105691 scopus 로고    scopus 로고
    • The ties that torture: Simmelian tie analysis in organizations
    • D. Krackhardt, "The ties that torture: Simmelian tie analysis in organizations", Research in the Sociology of Organizations, vol. 16, pp. 183-210, 1999.
    • (1999) Research in the Sociology of Organizations , vol.16 , pp. 183-210
    • Krackhardt, D.1
  • 182
    • 0038401985 scopus 로고    scopus 로고
    • Mapping networks of terrorist cells
    • V. E. Krebs, "Mapping networks of terrorist cells", Connections, vol. 24, no. 3, pp. 43-52, 2002.
    • (2002) Connections , vol.24 , Issue.3 , pp. 43-52
    • Krebs, V.E.1
  • 183
    • 67349200773 scopus 로고    scopus 로고
    • Representing degree distributions, clustering, and homophily in social networks with latent cluster random effects models
    • P. N. Krivitsky, M. S. Handcock, A. E. Raftery, and P. D. Hoff, "Representing degree distributions, clustering, and homophily in social networks with latent cluster random effects models", Social Networks, vol. 31, no. 3, pp. 204-213, 2009.
    • (2009) Social Networks , vol.31 , Issue.3 , pp. 204-213
    • Krivitsky, P.N.1    Handcock, M.S.2    Raftery, A.E.3    Hoff, P.D.4
  • 184
    • 33645453254 scopus 로고    scopus 로고
    • N. J. Krogan, G. Cagney, H. Yu, G. Zhong, X. Guo, A. Ignatchenko, J. Li, S. Pu, N. Datta, A. P. Tikuisis, T. Punna, J. M. Peregrín-Alvarez, M. Shales, X. Zhang, M. Davey, M. D. Robinson, A. Paccanaro, J. E. Bray, A. Sheung, B. Beattie, D. P. Richards, V. Canadien, A. Lalev, F. Mena, P. Wong, A. Starostine, M. M. Canete, J. Vlasblom, S. Wu, C. Orsi, S. R. Collins, S. Chandran, R. Haw, J. J. Rilstone, K. Gandi, N. J. Thompson, G. Musso, P. St Onge, S. Ghanny, M. H. Lam, G. Butland, A. M. Altaf-Ul, S. Kanaya, A. Shilatifard, E. O'Shea, J. S. Weissman, C. J. Ingles, T. R. Hughes, J. Parkinson, M. Gerstein, S. J. Wodak, A. Emili, and J. F. Greenblatt, Global landscape of protein complexes in the yeast Saccharomyces cerevisiae, Nature, 440, no. 7084, pp. 637-643, 2006.
    • N. J. Krogan, G. Cagney, H. Yu, G. Zhong, X. Guo, A. Ignatchenko, J. Li, S. Pu, N. Datta, A. P. Tikuisis, T. Punna, J. M. Peregrín-Alvarez, M. Shales, X. Zhang, M. Davey, M. D. Robinson, A. Paccanaro, J. E. Bray, A. Sheung, B. Beattie, D. P. Richards, V. Canadien, A. Lalev, F. Mena, P. Wong, A. Starostine, M. M. Canete, J. Vlasblom, S. Wu, C. Orsi, S. R. Collins, S. Chandran, R. Haw, J. J. Rilstone, K. Gandi, N. J. Thompson, G. Musso, P. St Onge, S. Ghanny, M. H. Lam, G. Butland, A. M. Altaf-Ul, S. Kanaya, A. Shilatifard, E. O'Shea, J. S. Weissman, C. J. Ingles, T. R. Hughes, J. Parkinson, M. Gerstein, S. J. Wodak, A. Emili, and J. F. Greenblatt, "Global landscape of protein complexes in the yeast Saccharomyces cerevisiae", Nature, vol. 440, no. 7084, pp. 637-643, 2006.
  • 186
    • 4043149695 scopus 로고    scopus 로고
    • Rasch models with exchangeable rows and columns
    • J. M. Bernardo et al, ed, pp, Oxford University Press
    • S. L. Lauritzen, "Rasch models with exchangeable rows and columns", in Bayesian Statistics 7, (J. M. Bernardo et al., ed.), pp. 215-232, Oxford University Press, 2003.
    • (2003) Bayesian Statistics 7 , pp. 215-232
    • Lauritzen, S.L.1
  • 188
    • 34547909928 scopus 로고    scopus 로고
    • General design principle for scalable neural circuits in a vertebrate retina
    • S. Lee and C. F. Stevens, "General design principle for scalable neural circuits in a vertebrate retina", Proceedings of the National Academy of Sciences, vol. 104, no. 31, pp. 12931-12935, 2007.
    • (2007) Proceedings of the National Academy of Sciences , vol.104 , Issue.31 , pp. 12931-12935
    • Lee, S.1    Stevens, C.F.2
  • 189
    • 84937285732 scopus 로고
    • Models for network dynamics: A Markovian framework
    • R. T. A. J. Leenders, "Models for network dynamics: A Markovian framework", Journal of Mathematical Sociology, vol. 20, pp. 1-21, 1995.
    • (1995) Journal of Mathematical Sociology , vol.20 , pp. 1-21
    • Leenders, R.T.A.J.1
  • 190
  • 191
    • 33646414177 scopus 로고    scopus 로고
    • Realistic, mathematically tractable graph generation and evolution, using Kronecker multiplication
    • Knowledge Discovery in Databases: PKDD 2005, of, Springer Berlin/Heidelberg
    • J. Leskovec, D. Chakrabarti, J. Kleinberg, and C. Faloutsos, "Realistic, mathematically tractable graph generation and evolution, using Kronecker multiplication", in Knowledge Discovery in Databases: PKDD 2005, vol. 3721 of Lecture Notes in Computer Science, pp. 133-145, Springer Berlin/Heidelberg, 2005.
    • (2005) Lecture Notes in Computer Science , vol.3721 , pp. 133-145
    • Leskovec, J.1    Chakrabarti, D.2    Kleinberg, J.3    Faloutsos, C.4
  • 196
    • 84924181828 scopus 로고    scopus 로고
    • Towards a theory of scalefree graphs: Definition, proper ties and implications
    • L. Li, D. Alderson, J. C. Doyle, and W. Willinger, "Towards a theory of scalefree graphs: Definition, proper ties and implications", Internet Mathematics, vol. 2, no. 4, pp. 431-523, 2005.
    • (2005) Internet Mathematics , vol.2 , Issue.4 , pp. 431-523
    • Li, L.1    Alderson, D.2    Doyle, J.C.3    Willinger, W.4
  • 197
    • 34250760344 scopus 로고    scopus 로고
    • Pachinko allocation: DAG-structured mixture models of topic correlations
    • Proceedings of the 23rd International Conference on Machine Learning, of, New York: ACM Press
    • W. Li and A. McCallum, "Pachinko allocation: DAG-structured mixture models of topic correlations", in Proceedings of the 23rd International Conference on Machine Learning, vol. 148 of ACM International Conference Processing Series, pp. 577-584, New York: ACM Press, 2006.
    • (2006) ACM International Conference Processing Series , vol.148 , pp. 577-584
    • Li, W.1    McCallum, A.2
  • 199
    • 0001964443 scopus 로고
    • Structural equivalence of individuals in social networks
    • F. Lorrain and H. C. White, "Structural equivalence of individuals in social networks", Journal of Mathematical Sociology, vol. 1, pp. 49-80, 1971.
    • (1971) Journal of Mathematical Sociology , vol.1 , pp. 49-80
    • Lorrain, F.1    White, H.C.2
  • 200
    • 33846408624 scopus 로고
    • Connectivity and generalized cliques in sociometric group structure
    • R. D. Luce, "Connectivity and generalized cliques in sociometric group structure", Psychometrika, vol. 15, no. 2, pp. 169-190, 1950.
    • (1950) Psychometrika , vol.15 , Issue.2 , pp. 169-190
    • Luce, R.D.1
  • 201
    • 77649142849 scopus 로고
    • Networks satisfying minimality conditions
    • R. D. Luce, "Networks satisfying minimality conditions", American Journal of Mathematics, vol. 75, no. 4, pp. 825-838, 1953.
    • (1953) American Journal of Mathematics , vol.75 , Issue.4 , pp. 825-838
    • Luce, R.D.1
  • 202
    • 34250928096 scopus 로고
    • A statistical model for relational analysis
    • R. D. Luce, J. Macy, Jr., and R. Tagiuri, "A statistical model for relational analysis", Psychometrika, vol. 20, no. 4, pp. 319-327, 1955.
    • (1955) Psychometrika , vol.20 , Issue.4 , pp. 319-327
    • Luce, R.D.1    Macy Jr., J.2    Tagiuri, R.3
  • 203
    • 0003124595 scopus 로고
    • A method of matrix analysis of group structure
    • R. D. Luce and A. D. Perry, "A method of matrix analysis of group structure", Psychometrika, vol. 14, no. 2, pp. 95-116, 1949.
    • (1949) Psychometrika , vol.14 , Issue.2 , pp. 95-116
    • Luce, R.D.1    Perry, A.D.2
  • 204
    • 0038199473 scopus 로고    scopus 로고
    • A.-L. B. M. Newman and D. J. Watts, eds, Princeton University Press
    • A.-L. B. M. Newman and D. J. Watts, eds., The Structure and Dynamics of Networks. Princeton University Press, 2006.
    • (2006) The Structure and Dynamics of Networks
  • 206
    • 33750274518 scopus 로고    scopus 로고
    • Bayesian modelling and inference on mixtures of distributions
    • D. Dey and C. R. Rao, eds, pp, Elsevier Sciences
    • J.-M. Marin, K. Mengersen, and C. P. Robert, "Bayesian modelling and inference on mixtures of distributions", in Handbook of Statistics 25, (D. Dey and C. R. Rao, eds.), pp. 15840-15845, Elsevier Sciences, 2005.
    • (2005) Handbook of Statistics 25 , pp. 15840-15845
    • Marin, J.-M.1    Mengersen, K.2    Robert, C.P.3
  • 207
    • 84926281085 scopus 로고
    • Parties and networks: Stochastic models for relationship networks
    • T. F. Mayer, "Parties and networks: Stochastic models for relationship networks", Journal of Mathematical Sociology, vol. 10, pp. 51-103, 1984.
    • (1984) Journal of Mathematical Sociology , vol.10 , pp. 51-103
    • Mayer, T.F.1
  • 209
    • 38049146447 scopus 로고    scopus 로고
    • Joint group and topic discovery from relations and text
    • Statistical Network Analysis: Models, Issues and New Directions, of, E. M. Airoldi, D. M. Blei, S. E. Fienberg, A. Goldenberg, E. P. Xing, and A. Zheng, eds, pp, Springer Berlin/Heidelberg
    • A. McCallum, X. Wang, and N. Mohanty, "Joint group and topic discovery from relations and text", in Statistical Network Analysis: Models, Issues and New Directions, vol. 4503 of Lecture Notes in Computer Science, (E. M. Airoldi, D. M. Blei, S. E. Fienberg, A. Goldenberg, E. P. Xing, and A. Zheng, eds.), pp. 28-44, Springer Berlin/Heidelberg, 2007.
    • (2007) Lecture Notes in Computer Science , vol.4503 , pp. 28-44
    • McCallum, A.1    Wang, X.2    Mohanty, N.3
  • 210
    • 0035917841 scopus 로고    scopus 로고
    • Matriarchs as repositories of social knowledge in African elephants
    • K. McComb, C. Moss, S. M. Durant, L. Baker, and S. Sayialel, "Matriarchs as repositories of social knowledge in African elephants", Science, vol. 292, no. 5516, pp. 491-494, 2001.
    • (2001) Science , vol.292 , Issue.5516 , pp. 491-494
    • McComb, K.1    Moss, C.2    Durant, S.M.3    Baker, L.4    Sayialel, S.5
  • 212
    • 33846281253 scopus 로고    scopus 로고
    • Markov chain Monte Carlo exact inference for social networks
    • J. W. McDonald, P. W. F. Smith, and J. J. Forster, "Markov chain Monte Carlo exact inference for social networks", Social Networks, vol. 29, no. 1, pp. 127-136, 2007.
    • (2007) Social Networks , vol.29 , Issue.1 , pp. 127-136
    • McDonald, J.W.1    Smith, P.W.F.2    Forster, J.J.3
  • 214
    • 13344269521 scopus 로고
    • Transforming contingency tables
    • M. M. Meyer, "Transforming contingency tables", Annals of Statistics, vol. 10, no. 4, pp. 1172-1181, 1982.
    • (1982) Annals of Statistics , vol.10 , Issue.4 , pp. 1172-1181
    • Meyer, M.M.1
  • 215
    • 14744273317 scopus 로고    scopus 로고
    • Inferring network mechanisms: The Drosophila melanogaster protein interaction network
    • M. Middendorf, E. Ziv, and C. H. Wiggins, "Inferring network mechanisms: The Drosophila melanogaster protein interaction network", Proceedings of the National Academy of Sciences, vol. 102, no. 9, pp. 3192-3197, 2005.
    • (2005) Proceedings of the National Academy of Sciences , vol.102 , Issue.9 , pp. 3192-3197
    • Middendorf, M.1    Ziv, E.2    Wiggins, C.H.3
  • 216
    • 0002687371 scopus 로고
    • The small world problem
    • S. Milgram, "The small world problem", Psychology Today, vol. 1, no. 1, pp. 60-67, 1967.
    • (1967) Psychology Today , vol.1 , Issue.1 , pp. 60-67
    • Milgram, S.1
  • 218
    • 84924116754 scopus 로고    scopus 로고
    • Finding strongly-knit clusters in social networks
    • N. Mishra, R. Schreiber, I. Stanton, and R. E. Tarjan, "Finding strongly-knit clusters in social networks", Internet Mathematics, vol. 5, no. 1-2, pp. 155-174, 2008.
    • (2008) Internet Mathematics , vol.5 , Issue.1-2 , pp. 155-174
    • Mishra, N.1    Schreiber, R.2    Stanton, I.3    Tarjan, R.E.4
  • 219
    • 79960601554 scopus 로고    scopus 로고
    • A brief history of generative models for power law and lognormal distributions
    • M. Mitzenmacher, "A brief history of generative models for power law and lognormal distributions", Internet Mathematics, vol. 1, no. 2, pp. 226-251, 2004.
    • (2004) Internet Mathematics , vol.1 , Issue.2 , pp. 226-251
    • Mitzenmacher, M.1
  • 220
    • 84990671447 scopus 로고
    • A critical point for random graphs with a given degree sequence
    • M. Molloy and B. Reed, "A critical point for random graphs with a given degree sequence", Random Structures and Algorithms, vol. 6, no. 2-3, pp. 161-180, 1995.
    • (1995) Random Structures and Algorithms , vol.6 , Issue.2-3 , pp. 161-180
    • Molloy, M.1    Reed, B.2
  • 221
    • 0032286776 scopus 로고    scopus 로고
    • The size of the largest component of a random graph on a fixed degree sequence
    • M. Molloy and B. Reed, "The size of the largest component of a random graph on a fixed degree sequence", Combinatorics, Probability and Computing, vol. 7, pp. 295-306, 1998.
    • (1998) Combinatorics, Probability and Computing , vol.7 , pp. 295-306
    • Molloy, M.1    Reed, B.2
  • 222
    • 0004095871 scopus 로고
    • Washington, D. C, Nervous and Mental Disease Publishing Company
    • J. Moreno, Who Shall Survive? Washington, D. C.: Nervous and Mental Disease Publishing Company, 1934.
    • (1934) Who Shall Survive
    • Moreno, J.1
  • 223
    • 45349086832 scopus 로고    scopus 로고
    • Specification of exponentialfamily random graph models: Terms and computational aspects
    • M. Morris, M. S. Handcock, and D. R. Hunter, "Specification of exponentialfamily random graph models: terms and computational aspects", Journal of Statistical Software, vol. 24, no. 4, http://www.jstatsoft. org/v24/i04, 2008.
    • (2008) Journal of Statistical Software , vol.24 , Issue.4 I04
    • Morris, M.1    Handcock, M.S.2    Hunter, D.R.3
  • 225
    • 0000522884 scopus 로고
    • Concurrent partnerships and transmission dynamics in networks
    • M. Morris and M. Kretzschmar, "Concurrent partnerships and transmission dynamics in networks", Social Networks, vol. 17, no. 3-4, pp. 299-318, 1995.
    • (1995) Social Networks , vol.17 , Issue.3-4 , pp. 299-318
    • Morris, M.1    Kretzschmar, M.2
  • 227
    • 47549107689 scopus 로고    scopus 로고
    • Gene-MANIA: A real-time multiple association network integration algorithm for predicting gene function, Genome Biology, vol. 9,
    • S. Mostafavi, D. Ray, D. Warde-Farley, C. Grouios, and Q. Morris, "Gene-MANIA: A real-time multiple association network integration algorithm for predicting gene function", Genome Biology, vol. 9, no. Suppl. 1, p. S4, 2008.
    • (2008) Suppl , vol.1
    • Mostafavi, S.1    Ray, D.2    Warde-Farley, D.3    Grouios, C.4    Morris, Q.5
  • 228
    • 29144442904 scopus 로고    scopus 로고
    • E. Nabieva, K. Jim, A. Agarwal, B. Chazelle, and M. Singh, Whole-proteome prediction of protein function via graph-theoretic analysis of interaction maps, Bioinformatics, 21, no. Suppl. 1, pp. i302-i310, 2005.
    • E. Nabieva, K. Jim, A. Agarwal, B. Chazelle, and M. Singh, "Whole-proteome prediction of protein function via graph-theoretic analysis of interaction maps", Bioinformatics, vol. 21, no. Suppl. 1, pp. i302-i310, 2005.
  • 229
    • 0003301456 scopus 로고    scopus 로고
    • Bayesian Learning for Neural Networks
    • of, Springer-Verlag
    • R. M. Neal, Bayesian Learning for Neural Networks, vol. 118 of Lecture Notes in Statistics. New York: Springer-Verlag, 1996.
    • (1996) Lecture Notes in Statistics. New York , vol.118
    • Neal, R.M.1
  • 232
    • 2942564706 scopus 로고    scopus 로고
    • Detecting community structure in networks
    • M. E. J. Newman, "Detecting community structure in networks", European Physics Journal B, vol. 38, no. 2, pp. 321-330, 2004.
    • (2004) European Physics Journal B , vol.38 , Issue.2 , pp. 321-330
    • Newman, M.E.J.1
  • 233
    • 33749468596 scopus 로고    scopus 로고
    • Finding community structure in networks using the eigenvectors of matrices
    • E. J. Newman, "Finding community structure in networks using the eigenvectors of matrices", Physical Review E, vol. 74, no. 3, p. 036104, 2006.
    • (2006) Physical Review E , vol.74 , Issue.3 , pp. 036104
    • Newman, E.J.1
  • 234
    • 33745012299 scopus 로고    scopus 로고
    • Modularity and community structure in networks
    • M. E. J. Newman, "Modularity and community structure in networks", Proceedings of the National Academy of Sciences, vol. 103, no. 23, pp. 8577-8582, 2006.
    • (2006) Proceedings of the National Academy of Sciences , vol.103 , Issue.23 , pp. 8577-8582
    • Newman, M.E.J.1
  • 235
    • 0037133227 scopus 로고    scopus 로고
    • M. E. J. Newman, D. J. Watts, and S. H. Strogatz, Random graph models of social networks, Proceedings of the National Academy of Science, 99, no. Suppl. 1, pp. 2566-2572, 2002.
    • M. E. J. Newman, D. J. Watts, and S. H. Strogatz, "Random graph models of social networks", Proceedings of the National Academy of Science, vol. 99, no. Suppl. 1, pp. 2566-2572, 2002.
  • 237
    • 36849028566 scopus 로고    scopus 로고
    • Blockmodels
    • Network Analysis, of, U. Brandes and T. Erlebach, eds, pp, Springer Berlin/Heidelberg
    • M. Nunkesser and D. Sawitzki, "Blockmodels", in Network Analysis, vol. 3418 of Lecture Notes in Computer Science, (U. Brandes and T. Erlebach, eds.), pp. 253-292, Springer Berlin/Heidelberg, 2005.
    • (2005) Lecture Notes in Computer Science , vol.3418 , pp. 253-292
    • Nunkesser, M.1    Sawitzki, D.2
  • 239
    • 37649029297 scopus 로고    scopus 로고
    • Solution of the two-star model of a network
    • J. Park and M. E. J. Newman, "Solution of the two-star model of a network", Physics Reviews E, vol. 70, p. 066146, 2004.
    • (2004) Physics Reviews E , vol.70 , pp. 066146
    • Park, J.1    Newman, M.E.J.2
  • 240
    • 41349102726 scopus 로고    scopus 로고
    • Statistical Mechanics of Networks
    • J. Park and M. E. J. Newman, "Statistical Mechanics of Networks", Physical Review E, vol. 70, p. 066117, 2004.
    • (2004) Physical Review E , vol.70 , pp. 066117
    • Park, J.1    Newman, M.E.J.2
  • 241
    • 0040884876 scopus 로고    scopus 로고
    • Logit models and logistic regressions for social networks: II. Multivariate relations
    • P. E. Pattison and S. S. Wasserman, "Logit models and logistic regressions for social networks: II. Multivariate relations", British Journal of Mathematical and Statistical Psychology, vol. 52, no. 2, pp. 169-193, 1999.
    • (1999) British Journal of Mathematical and Statistical Psychology , vol.52 , Issue.2 , pp. 169-193
    • Pattison, P.E.1    Wasserman, S.S.2
  • 243
    • 84990635693 scopus 로고
    • On tree census and the giant component in sparse random graphs
    • B. Pittel, "On tree census and the giant component in sparse random graphs", Random Structures Algorithms, vol. 1, no. 3, pp. 311-342, 1990.
    • (1990) Random Structures Algorithms , vol.1 , Issue.3 , pp. 311-342
    • Pittel, B.1
  • 244
    • 77649129379 scopus 로고
    • Communication in Networks
    • Technical report Ec2098, Cowles Commission, University of Chicago
    • R. Radner and A. Tritter, "Communication in Networks", Technical report Ec2098, Cowles Commission, University of Chicago, 1954.
    • (1954)
    • Radner, R.1    Tritter, A.2
  • 245
    • 36949017519 scopus 로고    scopus 로고
    • Using likelihood-free inference to compare evolutionary dynamics of the protein networks of H. pylori and P. falciparum
    • O. Ratmann, O. Jørgensen, T. Hinkley, M. P. H. Stumpf, S. Richardson, and C. Wiuf, "Using likelihood-free inference to compare evolutionary dynamics of the protein networks of H. pylori and P. falciparum", PLoS Computational Biology, vol. 3, no. 11, pp. 2266-2278, 2007.
    • (2007) PLoS Computational Biology , vol.3 , Issue.11 , pp. 2266-2278
    • Ratmann, O.1    Jørgensen, O.2    Hinkley, T.3    Stumpf, M.P.H.4    Richardson, S.5    Wiuf, C.6
  • 246
    • 77649095212 scopus 로고    scopus 로고
    • From evidence to inference: Probing the evolution of protein interaction networks
    • O. Ratmann, C. Wiuf, and J. W. Pinney, "From evidence to inference: Probing the evolution of protein interaction networks", HFSP Journal, vol. 3, no. 5, pp. 290-306, 2009.
    • (2009) HFSP Journal , vol.3 , Issue.5 , pp. 290-306
    • Ratmann, O.1    Wiuf, C.2    Pinney, J.W.3
  • 247
    • 70350661923 scopus 로고    scopus 로고
    • Approximate inference, structure learning and feature estimation in Markov random fields
    • PhD thesis, Machine Learning Department, School of Computer Science, Carnegie Mellon University
    • P. Ravikumar, "Approximate inference, structure learning and feature estimation in Markov random fields", PhD thesis, Machine Learning Department, School of Computer Science, Carnegie Mellon University, 2007.
    • (2007)
    • Ravikumar, P.1
  • 249
    • 24944570663 scopus 로고    scopus 로고
    • Mapping the contemporary terrorism research domain: Researchers, publications, and institutions analysis
    • Intelligence and Security Informatics, of, Springer Berlin/Heidelberg
    • E. Reid and H. Chen, "Mapping the contemporary terrorism research domain: Researchers, publications, and institutions analysis", in Intelligence and Security Informatics, vol. 3495 of Lecture Notes in Computer Science, pp. 322-339, Springer Berlin/Heidelberg, 2005.
    • (2005) Lecture Notes in Computer Science , vol.3495 , pp. 322-339
    • Reid, E.1    Chen, H.2
  • 250
    • 35048854724 scopus 로고    scopus 로고
    • Terrorism knowledge discovery project: A knowledge discovery approach to addressing the threats of terrorism
    • Intelligence and Security Informatics, of, Springer Berlin/Heidelberg
    • E. Reid, J. Qin, W. Chung, J. Xu, Y. Zhou, R. Schumaker, M. Sageman, and H. Chen, "Terrorism knowledge discovery project: A knowledge discovery approach to addressing the threats of terrorism", in Intelligence and Security Informatics, vol. 3073 of Lecture Notes in Computer Science, pp. 125-145, Springer Berlin/Heidelberg, 2004.
    • (2004) Lecture Notes in Computer Science , vol.3073 , pp. 125-145
    • Reid, E.1    Qin, J.2    Chung, W.3    Xu, J.4    Zhou, Y.5    Schumaker, R.6    Sageman, M.7    Chen, H.8
  • 251
    • 77649102642 scopus 로고    scopus 로고
    • On the geometry of discrete exponential families with application to exponential random graph models
    • A. Rinaldo, S. E. Fienberg, and Y. Zhou, "On the geometry of discrete exponential families with application to exponential random graph models", Electronic Journal of Statististics, vol. 3, pp. 446-484, 2009.
    • (2009) Electronic Journal of Statististics , vol.3 , pp. 446-484
    • Rinaldo, A.1    Fienberg, S.E.2    Zhou, Y.3
  • 252
    • 0009505804 scopus 로고    scopus 로고
    • Simple methods for simulating sociomatrices with given marginal totals
    • J. M. Roberts, Jr., "Simple methods for simulating sociomatrices with given marginal totals", Social Networks, vol. 22, no. 3, pp. 273-283, 2000.
    • (2000) Social Networks , vol.22 , Issue.3 , pp. 273-283
    • Roberts Jr., J.M.1
  • 253
    • 0035648177 scopus 로고    scopus 로고
    • Random graph models for temporal processes in social networks
    • G. L. Robins and P. E. Pattison, "Random graph models for temporal processes in social networks", Journal of Mathematical Sociology, vol. 25, pp. 5-41, 2001.
    • (2001) Journal of Mathematical Sociology , vol.25 , pp. 5-41
    • Robins, G.L.1    Pattison, P.E.2
  • 254
    • 0033246124 scopus 로고    scopus 로고
    • Logit models and logistic regressions for social networks: III. Valued relations
    • G. L. Robins, P. E. Pattison, and S. S. Wasserman, "Logit models and logistic regressions for social networks: III. Valued relations", Psychometrika, vol. 64, no. 3, pp. 371-394, 1999.
    • (1999) Psychometrika , vol.64 , Issue.3 , pp. 371-394
    • Robins, G.L.1    Pattison, P.E.2    Wasserman, S.S.3
  • 258
    • 10344240580 scopus 로고    scopus 로고
    • Sampling and estimation in hidden populations using respondent-driven sampling
    • M. J. Salganik and D. D. Heckathorn, "Sampling and estimation in hidden populations using respondent-driven sampling", Sociological Methodology, vol. 34, pp. 193-239, 2004.
    • (2004) Sociological Methodology , vol.34 , pp. 193-239
    • Salganik, M.J.1    Heckathorn, D.D.2
  • 259
    • 0003558539 scopus 로고
    • A novitiate in a period of change: An experimental and case study of social relationships
    • PhD thesis, Cornell University
    • F. S. Sampson, "A novitiate in a period of change: An experimental and case study of social relationships", PhD thesis, Cornell University, 1968.
    • (1968)
    • Sampson, F.S.1
  • 260
    • 33846641218 scopus 로고    scopus 로고
    • Searching in a small world
    • PhD thesis, Division of Mathematical Statistics, Department of Mathematical Sciences, Chalmers University of Technology and Göteborg University, Göteborg, Sweden
    • O. Sandberg, "Searching in a small world", PhD thesis, Division of Mathematical Statistics, Department of Mathematical Sciences, Chalmers University of Technology and Göteborg University, Göteborg, Sweden, 2005.
    • (2005)
    • Sandberg, O.1
  • 261
    • 49049091979 scopus 로고    scopus 로고
    • Neighbor selection and hitting probability in small-world graphs
    • O. Sandberg, "Neighbor selection and hitting probability in small-world graphs", Annals of Applied Probability, vol. 18, no. 5, pp. 1771-1793, 2008.
    • (2008) Annals of Applied Probability , vol.18 , Issue.5 , pp. 1771-1793
    • Sandberg, O.1
  • 264
    • 55149111779 scopus 로고    scopus 로고
    • Dynamic social network analysis using latent space models
    • Cambridge, MA: MIT Press
    • P. Sarkar and A. W. Moore, "Dynamic social network analysis using latent space models", in Advances in Neural Information Processing Systems (NIPS), vol. 18, pp. 1145-1152, Cambridge, MA: MIT Press, 2005.
    • (2005) Advances in Neural Information Processing Systems (NIPS) , vol.18 , pp. 1145-1152
    • Sarkar, P.1    Moore, A.W.2
  • 266
    • 38049120464 scopus 로고    scopus 로고
    • Discovering functional communities in dynamical networks
    • Statistical Network Analysis: Models, Issues and New Directions, of, E. M. Airoldi, D. M. Blei, S. E. Fienberg, A. Goldenberg, E. P. Xing, and A. Zheng, eds, pp, Springer Berlin/Heidelberg
    • C. R. Shalizi, M. F. Camperi, and K. L. Klinkner, "Discovering functional communities in dynamical networks", in Statistical Network Analysis: Models, Issues and New Directions, vol. 4503 of Lecture Notes in Computer Science, (E. M. Airoldi, D. M. Blei, S. E. Fienberg, A. Goldenberg, E. P. Xing, and A. Zheng, eds.), pp. 140-157, Springer Berlin/Heidelberg, 2007.
    • (2007) Lecture Notes in Computer Science , vol.4503 , pp. 140-157
    • Shalizi, C.R.1    Camperi, M.F.2    Klinkner, K.L.3
  • 269
    • 0000570212 scopus 로고
    • On a class of skew distribution functions
    • H. A. Simon, "On a class of skew distribution functions", Biometrika, vol. 42, no. 3-4, pp. 425-440, 1955.
    • (1955) Biometrika , vol.42 , Issue.3-4 , pp. 425-440
    • Simon, H.A.1
  • 270
    • 0012186103 scopus 로고
    • Social mobility models for heterogenous populations
    • B. Singer and S. Spilerman, "Social mobility models for heterogenous populations", Sociological Methodology, vol. 5, pp. 356-401, 1973-1974.
    • (1973) Sociological Methodology , vol.5 , pp. 356-401
    • Singer, B.1    Spilerman, S.2
  • 271
    • 84925899548 scopus 로고
    • The representation of social processes by Markov models
    • B. Singer and S. Spilerman, "The representation of social processes by Markov models", The American Journal of Sociology, vol. 82, no. 1, pp. 1-54, 1976.
    • (1976) The American Journal of Sociology , vol.82 , Issue.1 , pp. 1-54
    • Singer, B.1    Spilerman, S.2
  • 272
    • 0033263721 scopus 로고    scopus 로고
    • The transition probabilities of the reciprocity model
    • T. A. B. Snijders, "The transition probabilities of the reciprocity model", Journal of Mathematical Sociology, vol. 23, no. 4, pp. 241-253, 1999.
    • (1999) Journal of Mathematical Sociology , vol.23 , Issue.4 , pp. 241-253
    • Snijders, T.A.B.1
  • 273
    • 0035741510 scopus 로고    scopus 로고
    • The statistical evaluation of social network dynamics
    • T. A. B. Snijders, "The statistical evaluation of social network dynamics", Sociological Methodology, vol. 31, pp. 361-395, 2001.
    • (2001) Sociological Methodology , vol.31 , pp. 361-395
    • Snijders, T.A.B.1
  • 274
    • 0242623535 scopus 로고    scopus 로고
    • Accounting for degree distributions in empirical analysis of network dynamics
    • R. L. Breiger, K. M. Carley, and P. E. Pattison, eds, pp, Washington, D. C, The National Academies Press
    • T. A. B. Snijders, "Accounting for degree distributions in empirical analysis of network dynamics", in Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers, (R. L. Breiger, K. M. Carley, and P. E. Pattison, eds.), pp. 146-161, Washington, D. C.: The National Academies Press, 2003.
    • (2003) Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers , pp. 146-161
    • Snijders, T.A.B.1
  • 275
    • 24144480082 scopus 로고    scopus 로고
    • Models for longitudinal network data
    • P. J. Carrington, J. Scott, and S. S. Wasserman, eds, ch. 11, New York: Cambridge University Press
    • T. A. B. Snijders, "Models for longitudinal network data", in Models and Methods in Social Network Analysis, (P. J. Carrington, J. Scott, and S. S. Wasserman, eds.), ch. 11, New York: Cambridge University Press, 2005.
    • (2005) Models and Methods in Social Network Analysis
    • Snijders, T.A.B.1
  • 277
    • 0031495186 scopus 로고    scopus 로고
    • Estimation and prediction for stochastic blockmodels for graphs with latent block structure
    • T. A. B. Snijders and K. Nowicki, "Estimation and prediction for stochastic blockmodels for graphs with latent block structure", Journal of Classification, vol. 14, no. 1, pp. 75-100, 1997.
    • (1997) Journal of Classification , vol.14 , Issue.1 , pp. 75-100
    • Snijders, T.A.B.1    Nowicki, K.2
  • 279
    • 0003025507 scopus 로고    scopus 로고
    • Simulation for statistical inference in dynamic network models
    • R. Conte, R. Hegselmann, and P. Terna, eds, pp, Berlin: Springer
    • T. A. B. Snijders and M. A. J. van Duijin, "Simulation for statistical inference in dynamic network models", in Simulating Social Phenomena, (R. Conte, R. Hegselmann, and P. Terna, eds.), pp. 493-512, Berlin: Springer, 1997.
    • (1997) Simulating Social Phenomena , pp. 493-512
    • Snijders, T.A.B.1    van Duijin, M.A.J.2
  • 282
    • 0013932692 scopus 로고
    • Structural analysis and the generation of sociograms
    • S. Spilerman, "Structural analysis and the generation of sociograms", Behavioral Science, vol. 11, pp. 312-318, 1966.
    • (1966) Behavioral Science , vol.11 , pp. 312-318
    • Spilerman, S.1
  • 283
    • 0034374610 scopus 로고    scopus 로고
    • Bayesian analysis of mixtures with an unknown number of components - an alternative to reversible jump methods
    • M. Stephens, "Bayesian analysis of mixtures with an unknown number of components - an alternative to reversible jump methods", Annals of Statistics, vol. 28, no. 1, pp. 40-74, 2000.
    • (2000) Annals of Statistics , vol.28 , Issue.1 , pp. 40-74
    • Stephens, M.1
  • 284
    • 84973805614 scopus 로고
    • Nonrespondents in communication network studies
    • D. Stork and W. Richards, "Nonrespondents in communication network studies", Group & Organization Management, vol. 17, no. 2, pp. 193-209, 1992.
    • (1992) Group & Organization Management , vol.17 , Issue.2 , pp. 193-209
    • Stork, D.1    Richards, W.2
  • 285
    • 33750468858 scopus 로고    scopus 로고
    • Comment on Barabási
    • D. B. Stouffer, R. D. Malmgren, and L. A. N. Amaral, "Comment on Barabási", Nature, vol. 435, p. 207, http://arXiv.org/abs/ physics/0510216, 2005, 2005.
    • (2005) Nature , vol.435 , pp. 207
    • Stouffer, D.B.1    Malmgren, R.D.2    Amaral, L.A.N.3
  • 286
    • 77649130484 scopus 로고    scopus 로고
    • D. B. Stouffer, R. D. Malmgren, and L. A. N. Amaral, Log-normal statistics in e-mail communication patterns, http://arXiv.org/abs/physics/ 0605027, 2008.
    • D. B. Stouffer, R. D. Malmgren, and L. A. N. Amaral, "Log-normal statistics in e-mail communication patterns", http://arXiv.org/abs/physics/ 0605027, 2008.
  • 288
    • 77649125014 scopus 로고    scopus 로고
    • M. P. H. Stumpf and T. Thorne, Multi-model Inference of Network Properties from Incomplete Data, Journal of Integrative Bioinformatics, 3, no. 2, p. 32, http://journal.imbio.de/index.php? paper id=32, 2006.
    • M. P. H. Stumpf and T. Thorne, "Multi-model Inference of Network Properties from Incomplete Data", Journal of Integrative Bioinformatics, vol. 3, no. 2, p. 32, http://journal.imbio.de/index.php? paper id=32, 2006.
  • 289
    • 15444372528 scopus 로고    scopus 로고
    • Subnets of scale-free networks are not scale-free: Sampling properties of networks
    • M. P. H. Stumpf, C. Wiuf, and R. M. May, "Subnets of scale-free networks are not scale-free: Sampling properties of networks", Proceedings of the National Academy of Sciences, vol. 102, no. 12, pp. 4221-4224, 2005.
    • (2005) Proceedings of the National Academy of Sciences , vol.102 , Issue.12 , pp. 4221-4224
    • Stumpf, M.P.H.1    Wiuf, C.2    May, R.M.3
  • 290
    • 77649098814 scopus 로고    scopus 로고
    • Netflix awards $1 Million Netflix prize and announces second $1 million challenge
    • September 21
    • S. Swasey, "Netflix awards $1 Million Netflix prize and announces second $1 million challenge", Wall Street Journal, September 21 2009.
    • (2009) Wall Street Journal
    • Swasey, S.1
  • 293
    • 33845472927 scopus 로고    scopus 로고
    • Adaptive web sampling
    • S. K. Thompson, "Adaptive web sampling", Biometrics, vol. 62, no. 4, pp. 1224-1234, 2006.
    • (2006) Biometrics , vol.62 , Issue.4 , pp. 1224-1234
    • Thompson, S.K.1
  • 294
    • 50849131186 scopus 로고    scopus 로고
    • Targeted random walk designs
    • S. K. Thompson, "Targeted random walk designs", Survey Methodology, vol. 32, no. 1, pp. 11-24, 2006.
    • (2006) Survey Methodology , vol.32 , Issue.1 , pp. 11-24
    • Thompson, S.K.1
  • 295
    • 0002975220 scopus 로고    scopus 로고
    • Model-based estimation with link-tracing sampling designs
    • S. K. Thompson and O. Frank, "Model-based estimation with link-tracing sampling designs", Survey Methodolology, vol. 26, no. 1, pp. 87-98, 2000.
    • (2000) Survey Methodolology , vol.26 , Issue.1 , pp. 87-98
    • Thompson, S.K.1    Frank, O.2
  • 298
    • 0001504032 scopus 로고
    • An experimental study of the small world problem
    • J. Travers and S. Milgram, "An experimental study of the small world problem", Sociometry, vol. 32, no. 4, pp. 425-443, 1969.
    • (1969) Sociometry , vol.32 , Issue.4 , pp. 425-443
    • Travers, J.1    Milgram, S.2
  • 299
    • 77649135867 scopus 로고    scopus 로고
    • R. J. Udry, The national longitudinal study of adolescent health: (Add health) Waves I and II, 1994-1996;
    • R. J. Udry, "The national longitudinal study of adolescent health: (Add health) Waves I and II, 1994-1996;
  • 300
    • 77649136876 scopus 로고    scopus 로고
    • Wave III, Technical report, Carolina Population Center, University of North Carolina, Chapel Hill, 2003
    • Wave III, 2001-2002", Technical report, Carolina Population Center, University of North Carolina, Chapel Hill, 2003.
    • (2001)
  • 302
    • 56649083458 scopus 로고    scopus 로고
    • A framework for the comparison of maximum pseudo-likelihood and maximum likelihood estimation of exponential family random graph models
    • M. A. J. van Duijn, K. J. Gile, and M. S. Handcock, "A framework for the comparison of maximum pseudo-likelihood and maximum likelihood estimation of exponential family random graph models", Social Networks, vol. 31, no. 1, pp. 52-62, 2009.
    • (2009) Social Networks , vol.31 , Issue.1 , pp. 52-62
    • van Duijn, M.A.J.1    Gile, K.J.2    Handcock, M.S.3
  • 306
    • 77956874564 scopus 로고    scopus 로고
    • Probability based estimation theory for respondent driven sampling
    • E. Volz and D. D. Heckathorn, "Probability based estimation theory for respondent driven sampling", Journal of Official Statistics, vol. 24, no. 1, pp. 79-97, 2008.
    • (2008) Journal of Official Statistics , vol.24 , Issue.1 , pp. 79-97
    • Volz, E.1    Heckathorn, D.D.2
  • 307
    • 64549088983 scopus 로고    scopus 로고
    • Epidemic thresholds in dynamic contact networks
    • E. Volz and L. A. Meyers, "Epidemic thresholds in dynamic contact networks", Journal of the Royal Society Interface, vol. 6, no. 32, pp. 233-241, 2009.
    • (2009) Journal of the Royal Society Interface , vol.6 , Issue.32 , pp. 233-241
    • Volz, E.1    Meyers, L.A.2
  • 308
    • 0037161731 scopus 로고    scopus 로고
    • Comparative assessment of large-scale data sets of protein-protein interactions
    • C. von Mering, R. Krause, B. Snel, M. Cornell, S. G. Oliver, S. Fields, and P. Bork, "Comparative assessment of large-scale data sets of protein-protein interactions", Nature, vol. 417, no. 6887, pp. 399-403, 2002.
    • (2002) Nature , vol.417 , Issue.6887 , pp. 399-403
    • von Mering, C.1    Krause, R.2    Snel, B.3    Cornell, M.4    Oliver, S.G.5    Fields, S.6    Bork, P.7
  • 309
    • 65749118363 scopus 로고    scopus 로고
    • Graphical models, exponential families, and variational inference
    • M. J. Wainwright and M. I. Jordan, "Graphical models, exponential families, and variational inference", Foundations and Trends in Machine Learning, vol. 1, no. 1-2, pp. 1-305, 2008.
    • (2008) Foundations and Trends in Machine Learning , vol.1 , Issue.1-2 , pp. 1-305
    • Wainwright, M.J.1    Jordan, M.I.2
  • 310
  • 313
    • 0039575527 scopus 로고
    • Stochastic models for directed graphs
    • PhD thesis, Department of Statistics, Harvard University
    • S. S. Wasserman, "Stochastic models for directed graphs", PhD thesis, Department of Statistics, Harvard University, 1977.
    • (1977)
    • Wasserman, S.S.1
  • 314
    • 0000120523 scopus 로고
    • Analyzing social networks as stochastic processes
    • S. S. Wasserman, "Analyzing social networks as stochastic processes", Journal of the American Statistical Association, vol. 75, no. 370, pp. 280-294, 1980.
    • (1980) Journal of the American Statistical Association , vol.75 , Issue.370 , pp. 280-294
    • Wasserman, S.S.1
  • 315
    • 37249037751 scopus 로고
    • Stochastic a posteriori blockmodels: Construction and assessment
    • S. S. Wasserman and C. Anderson, "Stochastic a posteriori blockmodels: Construction and assessment", Social Networks, vol. 9, no. 1, pp. 1-36, 1987.
    • (1987) Social Networks , vol.9 , Issue.1 , pp. 1-36
    • Wasserman, S.S.1    Anderson, C.2
  • 318
    • 38149001580 scopus 로고    scopus 로고
    • Statistical models for networks: A brief review of some recent research
    • Statistical Network Analysis: Models, Issues and New Directions, of, E. M. Airoldi, D. M. Blei, S. E. Fienberg, A. Goldenberg, E. P. Xing, and A. X. Zheng, eds, Springer Berlin/Heidelberg
    • S. S. Wasserman, G. L. Robins, and D. Steinley, "Statistical models for networks: A brief review of some recent research", in Statistical Network Analysis: Models, Issues and New Directions, vol. 4503 of Lecture Notes in Computer Science, (E. M. Airoldi, D. M. Blei, S. E. Fienberg, A. Goldenberg, E. P. Xing, and A. X. Zheng, eds.), Springer Berlin/Heidelberg, 2007.
    • (2007) Lecture Notes in Computer Science , vol.4503
    • Wasserman, S.S.1    Robins, G.L.2    Steinley, D.3
  • 321
    • 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, vol. 393, no. 6684, pp. 440-442, 1998.
    • (1998) Nature , vol.393 , Issue.6684 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2
  • 322
    • 0001269656 scopus 로고
    • Search parameters for the small world problem
    • H. C. White, "Search parameters for the small world problem", Social Forces, vol. 49, no. 2, pp. 259-264, 1970.
    • (1970) Social Forces , vol.49 , Issue.2 , pp. 259-264
    • White, H.C.1
  • 323
    • 84925899978 scopus 로고
    • Social structure from multiple networks. I. Blockmodels of roles and positions
    • H. C. White, S. A. Boorman, and R. L. Breiger, "Social structure from multiple networks. I. Blockmodels of roles and positions", The American Journal of Sociology, vol. 81, no. 4, pp. 730-780, 1976.
    • (1976) The American Journal of Sociology , vol.81 , Issue.4 , pp. 730-780
    • White, H.C.1    Boorman, S.A.2    Breiger, R.L.3
  • 324
    • 0034624857 scopus 로고    scopus 로고
    • Simple rules yield complex food webs
    • R. J. Williams and N. D. Martinez, "Simple rules yield complex food webs", Nature, vol. 404, no. 6774, pp. 180-183, 2000.
    • (2000) Nature , vol.404 , Issue.6774 , pp. 180-183
    • Williams, R.J.1    Martinez, N.D.2
  • 325
    • 65249096074 scopus 로고    scopus 로고
    • Mathematics and the internet: A source of enormouse confusion and great potential
    • W. Willinger, D. Alderson, and J. C. Doyle, "Mathematics and the internet: A source of enormouse confusion and great potential", Notices of the American Mathematical Society, vol. 56, no. 5, pp. 586-599, 2009.
    • (2009) Notices of the American Mathematical Society , vol.56 , Issue.5 , pp. 586-599
    • Willinger, W.1    Alderson, D.2    Doyle, J.C.3
  • 329
    • 53349117774 scopus 로고    scopus 로고
    • H. Yu, P. Braun, M. A. Yildirim, I. Lemmens, K. Venkatesan, J. Sahalie, T. Hirozane-Kishikawa, F. Gebreab, N. Li, N. Simonis, T. Hao, J. F. Rual, A. Dricot, A. Vazquez, R. R. Murray, C. Simon, L. Tardivo, S. Tam, N. Svrzikapa, C. Fan, A. S. de Smet, A. Motyl, M. E. Hudson, J. Park, X. Xin, M. E. Cusick, T. Moore, C. Boone, M. Snyder, F. P. Roth, A.-L. Barabási, J. Tavernier, D. E. Hill, and M. Vidal, High-quality binary protein interaction map of the yeast interactome network, Science, 322, no. 5898, pp. 104-110, 2008.
    • H. Yu, P. Braun, M. A. Yildirim, I. Lemmens, K. Venkatesan, J. Sahalie, T. Hirozane-Kishikawa, F. Gebreab, N. Li, N. Simonis, T. Hao, J. F. Rual, A. Dricot, A. Vazquez, R. R. Murray, C. Simon, L. Tardivo, S. Tam, N. Svrzikapa, C. Fan, A. S. de Smet, A. Motyl, M. E. Hudson, J. Park, X. Xin, M. E. Cusick, T. Moore, C. Boone, M. Snyder, F. P. Roth, A.-L. Barabási, J. Tavernier, D. E. Hill, and M. Vidal, "High-quality binary protein interaction map of the yeast interactome network", Science, vol. 322, no. 5898, pp. 104-110, 2008.
  • 331
    • 42449110882 scopus 로고
    • An information flow model for conflict and fission in small groups
    • W. W. Zachary, "An information flow model for conflict and fission in small groups", Journal of Anthropological Research, vol. 33, pp. 452-473, 1977.
    • (1977) Journal of Anthropological Research , vol.33 , pp. 452-473
    • Zachary, W.W.1
  • 332
    • 77649170989 scopus 로고    scopus 로고
    • A generative model for dynamic contextual friendship networks
    • Technical report, Machine Learning Department, Carnegie Mellon University
    • A. Zheng and A. Goldenberg, "A generative model for dynamic contextual friendship networks", Technical report, Machine Learning Department, Carnegie Mellon University, 2006.
    • (2006)
    • Zheng, A.1    Goldenberg, A.2
  • 333
    • 34247623628 scopus 로고    scopus 로고
    • Getting connected: Analysis and principles of biological networks
    • X. Zhu, M. Gerstein, and M. Snyder, "Getting connected: Analysis and principles of biological networks", Genes Development, vol. 21, no. 9, pp. 1010-1024, 2007.
    • (2007) Genes Development , vol.21 , Issue.9 , pp. 1010-1024
    • Zhu, X.1    Gerstein, M.2    Snyder, M.3
  • 334
    • 34250366471 scopus 로고    scopus 로고
    • 2 model: A random effects model for the analysis of multiple social networks
    • 2 model: A random effects model for the analysis of multiple social networks", Methodology, vol. 2, no. 1, pp. 42-47, 2006.
    • (2006) Methodology , vol.2 , Issue.1 , pp. 42-47
    • Zijlstra, B.J.H.1    van Duijn, M.A.J.2    Snijders, T.A.B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.