메뉴 건너뛰기




Volumn 15, Issue 1, 2017, Pages 537-574

Eigenvector-based centrality measures for temporal networks

Author keywords

Eigenvector centrality; Hubs and authorities; Multilayer networks; Ranking systems; Singular perturbation; Temporal networks

Indexed keywords

CHEMISTRY; COMPUTER SIMULATION;

EID: 85017001195     PISSN: 15403459     EISSN: 15403467     Source Type: Journal    
DOI: 10.1137/16M1066142     Document Type: Article
Times cited : (178)

References (129)
  • 1
    • 84923385640 scopus 로고    scopus 로고
    • Betweenness in time dependent networks
    • A. Alsayed and D. J. Higham, Betweenness in time dependent networks, Chaos Solitons Fractals, 72 (2015), pp. 35-48.
    • (2015) Chaos Solitons Fractals , vol.72 , pp. 35-48
    • Alsayed, A.1    Higham, D.J.2
  • 5
  • 6
    • 84936754293 scopus 로고    scopus 로고
    • On the limiting behavior of parameter-dependent network cen-trality measures
    • M. Benzi and C. Klymko, On the limiting behavior of parameter-dependent network cen-trality measures, SIAM J. Matrix Anal. Appl., 36 (2015), pp. 686-706.
    • (2015) SIAM J. Matrix Anal. Appl. , vol.36 , pp. 686-706
    • Benzi, M.1    Klymko, C.2
  • 8
    • 77955558895 scopus 로고    scopus 로고
    • Distance measures for dynamic citation networks
    • M. J. Bommarito, D. M. Katz, J. L. Zelner, and J. H. Fowler, Distance measures for dynamic citation networks, Phys. A, 389 (2010), pp. 4201-4208.
    • (2010) Phys. A , vol.389 , pp. 4201-4208
    • Bommarito, M.J.1    Katz, D.M.2    Zelner, J.L.3    Fowler, J.H.4
  • 9
    • 0001316531 scopus 로고
    • Factoring and weighting approaches to clique identification
    • P. Bonacich, Factoring and weighting approaches to clique identification, J. Math. Sociol., 2 (1972), pp. 113-120.
    • (1972) J. Math. Sociol. , vol.2 , pp. 113-120
    • Bonacich, P.1
  • 10
    • 84936824655 scopus 로고
    • Power and centrality: A family of measures
    • P. Bonacich, Power and centrality: A family of measures, Amer. J. Sociol., 92 (1987), pp. 1170-1182.
    • (1987) Amer. J. Sociol. , vol.92 , pp. 1170-1182
    • Bonacich, P.1
  • 11
    • 33845599047 scopus 로고    scopus 로고
    • From centrality to temporary fame: Dynamic centrality in complex networks
    • D. Braha and Y. Bar-Yam, From centrality to temporary fame: Dynamic centrality in complex networks, Complexity, 12 (2006), pp. 59-63.
    • (2006) Complexity , vol.12 , pp. 59-63
    • Braha, D.1    Bar-Yam, Y.2
  • 13
    • 2642518972 scopus 로고    scopus 로고
    • The academic caste system: Prestige hierarchies in PhD exchange networks
    • V. Burris, The academic caste system: Prestige hierarchies in PhD exchange networks, Amer. Sociol. Rev., 69 (2004), pp. 239-264.
    • (2004) Amer. Sociol. Rev. , vol.69 , pp. 239-264
    • Burris, V.1
  • 14
    • 36649025487 scopus 로고    scopus 로고
    • Random walker ranking for NCAA Division I-A football
    • T. Callaghan, M. A. Porter, and P. J. Mucha, Random walker ranking for NCAA Division I-A football, Amer. Math. Monthly, 114 (2007), pp. 761-777.
    • (2007) Amer. Math. Monthly , vol.114 , pp. 761-777
    • Callaghan, T.1    Porter, M.A.2    Mucha, P.J.3
  • 17
    • 71849108720 scopus 로고    scopus 로고
    • Spectral properties of networks with community structure
    • S. Chauhan, M. Girvan, and E. Ott, Spectral properties of networks with community structure, Phys. Rev. E (3), 80 (2009), 056114.
    • (2009) Phys. Rev. E (3) , vol.80 , pp. 056114
    • Chauhan, S.1    Girvan, M.2    Ott, E.3
  • 19
    • 85011423303 scopus 로고    scopus 로고
    • Systematic inequality and hierarchy in faculty hiring networks
    • A. Clauset, S. Arbesman, and D. B. Larremore, Systematic inequality and hierarchy in faculty hiring networks, Sci. Adv., 1 (2015), e1400005.
    • (2015) Sci. Adv. , vol.1 , pp. e1400005
    • Clauset, A.1    Arbesman, S.2    Larremore, D.B.3
  • 20
    • 33144474437 scopus 로고    scopus 로고
    • The role of the airline transportation network in the prediction and predictability of global epidemics
    • V. Colizza, A. Barrat, M. Barthélemy, and A. Vespignani, The role of the airline transportation network in the prediction and predictability of global epidemics, Proc. Natl. Acad. Sci. USA, 103 (2006), pp. 2015-2020.
    • (2006) Proc. Natl. Acad. Sci. USA , vol.103 , pp. 2015-2020
    • Colizza, V.1    Barrat, A.2    Barthélemy, M.3    Vespignani, A.4
  • 24
    • 85034800348 scopus 로고    scopus 로고
    • Quantifying the diaspora of knowledge in the last century
    • M. De Domenico, E. Omodei, and A. Arenas, Quantifying the diaspora of knowledge in the last century, Appl. Netw. Sci., 1 (2016), 15.
    • (2016) Appl. Netw. Sci. , vol.1 , pp. 15
    • De Domenico, M.1    Omodei, E.2    Arenas, A.3
  • 25
    • 84930945816 scopus 로고    scopus 로고
    • Muxviz: A tool for multilayer analysis and visualization of networks
    • M. De Domenico, M. A. Porter, and A. Arenas, Muxviz: A tool for multilayer analysis and visualization of networks, J. Complex Netw., 3 (2015), pp. 159-176.
    • (2015) J. Complex Netw. , vol.3 , pp. 159-176
    • De Domenico, M.1    Porter, M.A.2    Arenas, A.3
  • 33
    • 84886673910 scopus 로고    scopus 로고
    • Communicability in temporal networks
    • E. Estrada, Communicability in temporal networks, Phys. Rev. E (3), 88 (2013), 042811.
    • (2013) Phys. Rev. E (3) , vol.88 , pp. 042811
    • Estrada, E.1
  • 34
    • 40949124684 scopus 로고    scopus 로고
    • Communicability in complex networks
    • E. Estrada and N. Hatano, Communicability in complex networks, Phys. Rev. E (3), 77 (2008), 036111.
    • (2008) Phys. Rev. E (3) , vol.77 , pp. 036111
    • Estrada, E.1    Hatano, N.2
  • 35
    • 79952942310 scopus 로고    scopus 로고
    • Network properties revealed through matrix functions
    • E. Estrada and D. J. Higham, Network properties revealed through matrix functions, SIAM Rev., 52 (2010), pp. 696-714.
    • (2010) SIAM Rev. , vol.52 , pp. 696-714
    • Estrada, E.1    Higham, D.J.2
  • 39
    • 34948850347 scopus 로고    scopus 로고
    • Social networks in political science: Hiring and placement of Ph.D.s, 1960-2002
    • J. H. Fowler, B. Grofman, and N. Masuoka, Social networks in political science: Hiring and placement of Ph.D.s, 1960-2002, PS Polit. Sci. Politics, 40 (2007), pp. 729-739.
    • (2007) PS Polit. Sci. Politics , vol.40 , pp. 729-739
    • Fowler, J.H.1    Grofman, B.2    Masuoka, N.3
  • 41
    • 38349088889 scopus 로고    scopus 로고
    • The authority of Supreme Court precedent
    • J. H. Fowler and S. Jeon, The authority of Supreme Court precedent, Soc. Netw., 30 (2008), pp. 16-30.
    • (2008) Soc. Netw. , vol.30 , pp. 16-30
    • Fowler, J.H.1    Jeon, S.2
  • 42
    • 34547869206 scopus 로고    scopus 로고
    • Network analysis and the law: Measuring the legal importance of precedents at the US Supreme Court
    • J. H. Fowler, T. R. Johnson, J. F. Spriggs II, S. Jeon, and P. J. Wahlbeck, Network analysis and the law: Measuring the legal importance of precedents at the US Supreme Court, Polit. Anal., 15 (2007), pp. 324-346.
    • (2007) Polit. Anal. , vol.15 , pp. 324-346
    • Fowler, J.H.1    Johnson, T.R.2    Spriggs, J.F.3    Jeon, S.4    Wahlbeck, P.J.5
  • 43
    • 84865730611 scopus 로고
    • A set of measures of centrality based on betweenness
    • L. C. Freeman, A set of measures of centrality based on betweenness, Sociometry, 40 (1977), pp. 35-41.
    • (1977) Sociometry , vol.40 , pp. 35-41
    • Freeman, L.C.1
  • 45
    • 84902181670 scopus 로고    scopus 로고
    • Rethinking centrality: The role of dynamical processes in social network analysis
    • R. Ghosh and K. Lerman, Rethinking centrality: The role of dynamical processes in social network analysis, Discrete Contin. Dyn. Syst. Ser. B, 19 (2014), pp. 1355-1372.
    • (2014) Discrete Contin. Dyn. Syst. Ser. B , vol.19 , pp. 1355-1372
    • Ghosh, R.1    Lerman, K.2
  • 46
    • 84938911454 scopus 로고    scopus 로고
    • PageRank beyond the Web
    • D. F. Gleich, PageRank beyond the Web, SIAM Rev., 57 (2015), pp. 321-363.
    • (2015) SIAM Rev. , vol.57 , pp. 321-363
    • Gleich, D.F.1
  • 47
    • 4043141148 scopus 로고    scopus 로고
    • Spectra and eigenvectors of scale-free networks
    • K.-I. Goh, B. Kahng, and D. Kim, Spectra and eigenvectors of scale-free networks, Phys. Rev. E (3), 64 (2001), 051903.
    • (2001) Phys. Rev. E (3) , vol.64 , pp. 051903
    • Goh, K.-I.1    Kahng, B.2    Kim, D.3
  • 50
    • 84875461891 scopus 로고    scopus 로고
    • A matrix iteration for dynamic network summaries
    • P. Grindrod and D. J. Higham, A matrix iteration for dynamic network summaries, SIAM Rev., 55 (2013), pp. 118-128.
    • (2013) SIAM Rev. , vol.55 , pp. 118-128
    • Grindrod, P.1    Higham, D.J.2
  • 51
    • 84896967464 scopus 로고    scopus 로고
    • A dynamical systems view of network centrality
    • P. Grindrod and D. J. Higham, A dynamical systems view of network centrality, Proc. R. Soc. A, 470 (2014), 20130835.
    • (2014) Proc. R. Soc. A , vol.470 , pp. 20130835
    • Grindrod, P.1    Higham, D.J.2
  • 53
    • 20344377406 scopus 로고    scopus 로고
    • The worldwide air transportation network: Anomalous centrality, community structure, and cities' global roles
    • R. Guimerà, S. Mossa, A. Turtschi, and L. A. N. Amaral, The worldwide air transportation network: Anomalous centrality, community structure, and cities' global roles, Proc. Natl. Acad. Sci. USA, 102 (2005), pp. 7794-7799.
    • (2005) Proc. Natl. Acad. Sci. USA , vol.102 , pp. 7794-7799
    • Guimerà, R.1    Mossa, S.2    Turtschi, A.3    Amaral, L.A.N.4
  • 55
    • 3142690152 scopus 로고    scopus 로고
    • Tribal regimes in academia: A comparative analysis of market structure across disciplines
    • S.-K. Han, Tribal regimes in academia: A comparative analysis of market structure across disciplines, Soc. Netw., 25 (2003), pp. 251-280.
    • (2003) Soc. Netw. , vol.25 , pp. 251-280
    • Han, S.-K.1
  • 56
    • 0004261332 scopus 로고
    • Cambridge University Press, Cambridge
    • E. J. Hinch, Perturbation Methods, Cambridge University Press, Cambridge, 1991.
    • (1991) Perturbation Methods
    • Hinch, E.J.1
  • 57
    • 84867444416 scopus 로고    scopus 로고
    • Generalized master equations for non-Poisson dynamics on networks
    • T. Hoffmann, M. A. Porter, and R. Lambiotte, Generalized master equations for non-Poisson dynamics on networks, Phys. Rev. E (3), 86 (2012), 046102.
    • (2012) Phys. Rev. E (3) , vol.86 , pp. 046102
    • Hoffmann, T.1    Porter, M.A.2    Lambiotte, R.3
  • 58
    • 84883514054 scopus 로고    scopus 로고
    • Random walks on stochastic temporal networks
    • Springer, Berlin
    • T. Hoffmann, M. A. Porter, and R. Lambiotte, Random walks on stochastic temporal networks, in Temporal Networks, Springer, Berlin, 2013, pp. 295-314.
    • (2013) Temporal Networks , pp. 295-314
    • Hoffmann, T.1    Porter, M.A.2    Lambiotte, R.3
  • 59
    • 4944247593 scopus 로고    scopus 로고
    • Congestion and centrality in traffic flow on complex networks
    • P. Holme, Congestion and centrality in traffic flow on complex networks, Adv. Complex Syst., 6 (2003), pp. 163-176.
    • (2003) Adv. Complex Syst. , vol.6 , pp. 163-176
    • Holme, P.1
  • 60
    • 84942237076 scopus 로고    scopus 로고
    • Modern temporal network theory: A colloquium
    • P. Holme, Modern temporal network theory: A colloquium, Eur. Phys. J. B, 88 (2015), 234.
    • (2015) Eur. Phys. J. B , vol.88 , pp. 234
    • Holme, P.1
  • 61
    • 84866939709 scopus 로고    scopus 로고
    • Temporal networks
    • P. Holme and J. Saramäki, Temporal networks, Phys. Rep., 519 (2012), pp. 97-125.
    • (2012) Phys. Rep. , vol.519 , pp. 97-125
    • Holme, P.1    Saramäki, J.2
  • 63
    • 84870645083 scopus 로고    scopus 로고
    • IMDb.com
    • IMDb.com, Internet Movie Database, http://www.imdb.com/interfaces (2011).
    • (2011) Internet Movie Database
  • 64
    • 85016997430 scopus 로고    scopus 로고
    • Justia US Supreme Court
    • Justia, US Supreme Court, https://supreme.justia.com/cases/federal/us/volume/.
  • 65
    • 0035799707 scopus 로고    scopus 로고
    • Lethality and centrality in protein networks
    • H. Jeong, S. P. Mason, A.-L. Barabási, and Z. N. Oltvai, Lethality and centrality in protein networks, Nature, 411 (2001), pp. 41-42.
    • (2001) Nature , vol.411 , pp. 41-42
    • Jeong, H.1    Mason, S.P.2    Barabási, A.-L.3    Oltvai, Z.N.4
  • 66
    • 84900327958 scopus 로고    scopus 로고
    • Analytically solvable model of spreading dynamics with non-Poissonian processes
    • H.-H. Jo, J. I. Perotti, K. Kaski, and J. Kertész, Analytically solvable model of spreading dynamics with non-Poissonian processes, Phys, Rev, X, 4 (2014), 011041.
    • (2014) Phys, Rev, X , vol.4 , pp. 011041
    • Jo, H.-H.1    Perotti, J.I.2    Kaski, K.3    Kertész, J.4
  • 67
    • 0002827622 scopus 로고
    • A new status index derived from sociometric analysis
    • L. Katz, A new status index derived from sociometric analysis, Psychometrika, 18 (1953), pp. 39-43.
    • (1953) Psychometrika , vol.18 , pp. 39-43
    • Katz, L.1
  • 68
    • 84959418982 scopus 로고    scopus 로고
    • Localized eigenvectors of the non-backtracking matrix
    • T. Kawamoto, Localized eigenvectors of the non-backtracking matrix, J. Stat. Mech. Theory Exp., 2016 (2016), 23404.
    • (2016) J. Stat. Mech. Theory Exp. , vol.2016 , pp. 23404
    • Kawamoto, T.1
  • 69
    • 18144395878 scopus 로고    scopus 로고
    • Connectivity and inference problems for temporal networks
    • D. Kempe and J. Kleinberg, Connectivity and inference problems for temporal networks, J. Comput. System Sci., 64 (2002), pp. 820-842.
    • (2002) J. Comput. System Sci. , vol.64 , pp. 820-842
    • Kempe, D.1    Kleinberg, J.2
  • 71
    • 84857566389 scopus 로고    scopus 로고
    • Centrality prediction in dynamic human contact networks
    • H. Kim, J. Tang, R. Anderson, and C. Mascolo, Centrality prediction in dynamic human contact networks, Comput. Netw., 56 (2012), pp. 983-996.
    • (2012) Comput. Netw. , vol.56 , pp. 983-996
    • Kim, H.1    Tang, J.2    Anderson, R.3    Mascolo, C.4
  • 73
    • 4243148480 scopus 로고    scopus 로고
    • Authoritative sources in a hyperlinked environment
    • J. Kleinberg, Authoritative sources in a hyperlinked environment, J. ACM, 46 (1999), pp. 604-632.
    • (1999) J. ACM , vol.46 , pp. 604-632
    • Kleinberg, J.1
  • 75
    • 58149352263 scopus 로고    scopus 로고
    • Temporal graphs
    • V. Kostakos, Temporal graphs, Phys. A, 388 (2009), pp. 1007-1023.
    • (2009) Phys. A , vol.388 , pp. 1007-1023
    • Kostakos, V.1
  • 77
    • 84861957197 scopus 로고    scopus 로고
    • Ranking and clustering of nodes in networks with smart teleportation
    • R. Lambiotte and M. Rosvall, Ranking and clustering of nodes in networks with smart teleportation, Phys. Rev. E (3), 85 (2012), 056107.
    • (2012) Phys. Rev. E (3) , vol.85 , pp. 056107
    • Lambiotte, R.1    Rosvall, M.2
  • 79
  • 83
    • 77953221215 scopus 로고    scopus 로고
    • The role of mentorship in protege performance
    • R. D. Malmgren, J. M. Ottino, and L. A. N. Amaral, The role of mentorship in protege performance, Nature, 465 (2010), pp. 622-626.
    • (2010) Nature , vol.465 , pp. 622-626
    • Malmgren, R.D.1    Ottino, J.M.2    Amaral, L.A.N.3
  • 84
    • 84946888056 scopus 로고    scopus 로고
    • Ranking nodes in growing networks: When pagerank fails
    • M. S. Mariani, M. Medo, and Y.-C. Zhang, Ranking nodes in growing networks: When pagerank fails, Sci. Rep., 5 (2015), 16181.
    • (2015) Sci. Rep. , vol.5 , pp. 16181
    • Mariani, M.S.1    Medo, M.2    Zhang, Y.-C.3
  • 85
    • 84993973248 scopus 로고    scopus 로고
    • Identification of milestone papers through time-balanced network centrality
    • M. S. Mariani, M. Medo, and Y.-C. Zhang, Identification of milestone papers through time-balanced network centrality, J. Informetr. (4), 10 (2016), pp. 1207-1223.
    • (2016) J. Informetr. (4) , vol.10 , pp. 1207-1223
    • Mariani, M.S.1    Medo, M.2    Zhang, Y.-C.3
  • 86
    • 84912572339 scopus 로고    scopus 로고
    • Localization and centrality in networks
    • T. Martin, X. Zhang, and M. E. J. Newman, Localization and centrality in networks, Phys. Rev. E (3), 90 (2014), 052808.
    • (2014) Phys. Rev. E (3) , vol.90 , pp. 052808
    • Martin, T.1    Zhang, X.2    Newman, M.E.J.3
  • 88
    • 70349143977 scopus 로고    scopus 로고
    • Spectral and dynamical properties in classes of sparse networks with mesoscopic inhomogeneities
    • M. Mitrović and B. Tadić, Spectral and dynamical properties in classes of sparse networks with mesoscopic inhomogeneities, Phys. Rev. E (3), 80 (2009), 026123.
    • (2009) Phys. Rev. E (3) , vol.80 , pp. 026123
    • Mitrović, M.1    Tadić, B.2
  • 89
    • 0000111267 scopus 로고    scopus 로고
    • Diffusion localization and dispersion relations on "small-world" lattices
    • R. Monasson, Diffusion, localization and dispersion relations on "small-world" lattices, Eur. Phys. J. B, 12 (1999), pp. 555-567.
    • (1999) Eur. Phys. J. B , vol.12 , pp. 555-567
    • Monasson, R.1
  • 90
    • 84871787218 scopus 로고    scopus 로고
    • A network-based dynamical ranking system for competitive sports
    • S. Motegi and N. Masuda, A network-based dynamical ranking system for competitive sports, Sci. Rep., 2 (2012), 904.
    • (2012) Sci. Rep. , vol.2 , pp. 904
    • Motegi, S.1    Masuda, N.2
  • 91
    • 78650716530 scopus 로고    scopus 로고
    • Communities in multislice voting networks
    • P. J. Mucha and M. A. Porter, Communities in multislice voting networks, Chaos, 20 (2010), 041108.
    • (2010) Chaos , vol.20 , pp. 041108
    • Mucha, P.J.1    Porter, M.A.2
  • 92
    • 77952328459 scopus 로고    scopus 로고
    • Community structure in time-dependent, multiscale, and multiplex networks
    • P. J. Mucha, T. Richardson, K. Macon, M. A. Porter, and J.-P. Onnela, Community structure in time-dependent, multiscale, and multiplex networks, Science, 328 (2010), pp. 876-878.
    • (2010) Science , vol.328 , pp. 876-878
    • Mucha, P.J.1    Richardson, T.2    MacOn, K.3    Porter, M.A.4    Onnela, J.-P.5
  • 93
    • 84855294108 scopus 로고    scopus 로고
    • Mathematical genealogy and department prestige
    • S. A. Myers, P. J. Mucha, and M. A. Porter, Mathematical genealogy and department prestige, Chaos, 21 (2011), 041104.
    • (2011) Chaos , vol.21 , pp. 041104
    • Myers, S.A.1    Mucha, P.J.2    Porter, M.A.3
  • 97
    • 79961105717 scopus 로고    scopus 로고
    • Path lengths, correlations, and centrality in temporal networks
    • R. Pan and J. Saramäki, Path lengths, correlations, and centrality in temporal networks, Phys. Rev. E (3), 84 (2011), 016105.
    • (2011) Phys. Rev. E (3) , vol.84 , pp. 016105
    • Pan, R.1    Saramäki, J.2
  • 98
    • 84855718129 scopus 로고    scopus 로고
    • Influential mathematicians: Birth, education, and affiliation
    • J. Panaretos and C. C. Malesios, Influential mathematicians: Birth, education, and affiliation, Notices Amer. Math. Soc., 59 (2012), pp. 274-286.
    • (2012) Notices Amer. Math. Soc. , vol.59 , pp. 274-286
    • Panaretos, J.1    Malesios, C.C.2
  • 99
    • 84954342141 scopus 로고    scopus 로고
    • Distinct types of eigenvector localization in networks
    • R. Pastor-Satorras and C. Castellano, Distinct types of eigenvector localization in networks, Sci. Rep., 6 (2016), 18847.
    • (2016) Sci. Rep. , vol.6 , pp. 18847
    • Pastor-Satorras, R.1    Castellano, C.2
  • 101
    • 18844385466 scopus 로고    scopus 로고
    • A network analysis of committees in the United States House of Representatives
    • M. A. Porter, P. J. Mucha, M. E. J. Newman, and C. M. Warmbrand, A network analysis of committees in the United States House of Representatives, Proc. Natl. Acad. Sci. USA, 102 (2005), pp. 7057-7062.
    • (2005) Proc. Natl. Acad. Sci. USA , vol.102 , pp. 7057-7062
    • Porter, M.A.1    Mucha, P.J.2    Newman, M.E.J.3    Warmbrand, C.M.4
  • 102
    • 84869740145 scopus 로고    scopus 로고
    • Mathematics Genealogy Project
    • Mathematics Genealogy Project, The Mathematics Genealogy Project, http://www. genealogy.ams.org (2009).
    • (2009) The Mathematics Genealogy Project
  • 103
    • 84901293148 scopus 로고    scopus 로고
    • Driving interconnected networks to supercriticality
    • F. Radicchi, Driving interconnected networks to supercriticality, Phys. Rev. X, 4 (2014), 021014.
    • (2014) Phys. Rev. X , vol.4 , pp. 021014
    • Radicchi, F.1
  • 104
    • 84887234607 scopus 로고    scopus 로고
    • Abrupt transition in the structural formation of interconnected networks
    • F. Radicchi and A. Arenas, Abrupt transition in the structural formation of interconnected networks, Nature Phys., 9 (2013), pp. 717-720.
    • (2013) Nature Phys. , vol.9 , pp. 717-720
    • Radicchi, F.1    Arenas, A.2
  • 105
    • 19644397881 scopus 로고    scopus 로고
    • Desynchronization waves and localized instabilities in oscillator arrays
    • J. G. Restrepo, E. Ott, and B. R. Hunt, Desynchronization waves and localized instabilities in oscillator arrays, Phys. Rev. Lett., 93 (2004), 114101.
    • (2004) Phys. Rev. Lett. , vol.93 , pp. 114101
    • Restrepo, J.G.1    Ott, E.2    Hunt, B.R.3
  • 106
    • 33748335612 scopus 로고    scopus 로고
    • Characterizing the dynamical importance of network nodes and links
    • J. G. Restrepo, E. Ott, and B. R. Hunt, Characterizing the dynamical importance of network nodes and links, Phys. Rev. Lett., 97 (2006), 094102.
    • (2006) Phys. Rev. Lett. , vol.97 , pp. 094102
    • Restrepo, J.G.1    Ott, E.2    Hunt, B.R.3
  • 107
    • 62749181389 scopus 로고    scopus 로고
    • Approximating the largest eigenvalue of network adjacency matrices
    • J. G. Restrepo, E. Ott, and B. R. Hunt, Approximating the largest eigenvalue of network adjacency matrices, Phys. Rev. E (3), 76 (2007), 056119.
    • (2007) Phys. Rev. E (3) , vol.76 , pp. 056119
    • Restrepo, J.G.1    Ott, E.2    Hunt, B.R.3
  • 108
    • 84903647897 scopus 로고    scopus 로고
    • Random walk centrality for temporal networks
    • L. E. C. Rocha and N. Masuda, Random walk centrality for temporal networks, New J. Phys., 16 (2014), 063023.
    • (2014) New J. Phys. , vol.16 , pp. 063023
    • Rocha, L.E.C.1    Masuda, N.2
  • 109
    • 84864216727 scopus 로고    scopus 로고
    • Dynamic PageRank using evolving teleportation
    • Springer, New York
    • R. A. Rossi and D. F. Gleich, Dynamic PageRank using evolving teleportation, in Algorithms and Models for the Web Graph, Springer, New York, 2012, pp. 126-137.
    • (2012) Algorithms and Models for the Web Graph , pp. 126-137
    • Rossi, R.A.1    Gleich, D.F.2
  • 111
    • 71649087761 scopus 로고    scopus 로고
    • Mutually-antagonistic interactions in baseball networks
    • S. Saavedra, S. Powers, T. McCotter, M. A. Porter, and P. J. Mucha, Mutually-antagonistic interactions in baseball networks, Phys. A, 389 (2010), pp. 1131-1141.
    • (2010) Phys. A , vol.389 , pp. 1131-1141
    • Saavedra, S.1    Powers, S.2    McCotter, T.3    Porter, M.A.4    Mucha, P.J.5
  • 112
    • 84913529118 scopus 로고    scopus 로고
    • Social patterns revealed through random matrix theory
    • C. Sarkar and S. Jalan, Social patterns revealed through random matrix theory, EPL (4), 108 (2014), 48003.
    • (2014) EPL (4) , vol.108 , pp. 48003
    • Sarkar, C.1    Jalan, S.2
  • 115
    • 84959432490 scopus 로고    scopus 로고
    • Random walk centrality in interconnected multilayer networks
    • A. Solé-Ribalta, M. De Domenico, S. Gómez, and A. Arenas, Random walk centrality in interconnected multilayer networks, Phys. D, 323-324 (2016), pp. 73-79.
    • (2016) Phys. D , vol.323-324 , pp. 73-79
    • Solé-Ribalta, A.1    De Domenico, M.2    Gómez, S.3    Arenas, A.4
  • 116
    • 84940391249 scopus 로고    scopus 로고
    • Inconsistent year-to-year fluctuations limit the conclusiveness of global higher education rankings for university management
    • J. Sorz, B. Wallner, H. Seidler, and M. Fieder, Inconsistent year-to-year fluctuations limit the conclusiveness of global higher education rankings for university management, PeerJ, 3 (2015), e1217.
    • (2015) PeerJ , vol.3 , pp. e1217
    • Sorz, J.1    Wallner, B.2    Seidler, H.3    Fieder, M.4
  • 117
    • 84957804109 scopus 로고    scopus 로고
    • Coverage centralities for temporal networks
    • T. Takaguchi, Y. Yano, and Y. Yoshida, Coverage centralities for temporal networks, Eur. Phys. J. B, 89 (2016), pp. 1-11.
    • (2016) Eur. Phys. J. B , vol.89 , pp. 1-11
    • Takaguchi, T.1    Yano, Y.2    Yoshida, Y.3
  • 122
    • 84867024597 scopus 로고    scopus 로고
    • Social climber attachment in forming networks produces a phase transition in a measure of connectivity
    • D. Taylor and D. B. Larremore, Social climber attachment in forming networks produces a phase transition in a measure of connectivity, Phys. Rev. E (3), 86 (2012), 031140.
    • (2012) Phys. Rev. E (3) , vol.86 , pp. 031140
    • Taylor, D.1    Larremore, D.B.2
  • 123
    • 79961069841 scopus 로고    scopus 로고
    • Network connectivity during mergers and growth: Optimizing the addition of a module
    • D. Taylor and J. G. Restrepo, Network connectivity during mergers and growth: Optimizing the addition of a module, Phys. Rev. E (3), 83 (2011), 066112.
    • (2011) Phys. Rev. E (3) , vol.83 , pp. 066112
    • Taylor, D.1    Restrepo, J.G.2
  • 124
    • 84973397850 scopus 로고    scopus 로고
    • Enhanced detectability of community structure in multilayer networks through layer aggregation
    • D. Taylor, S. Shai, N. Stanley, and P. J. Mucha, Enhanced detectability of community structure in multilayer networks through layer aggregation, Phys. Rev. Lett., 116 (2016), 228301.
    • (2016) Phys. Rev. Lett. , vol.116 , pp. 228301
    • Taylor, D.1    Shai, S.2    Stanley, N.3    Mucha, P.J.4
  • 125
    • 34548679653 scopus 로고    scopus 로고
    • Ranking scientific publications using a model of network traffic
    • D. Walker, H. Xie, K.-K. Yan, and S. Maslov, Ranking scientific publications using a model of network traffic, J. Stat. Mech. Theory Exp., 2007 (2007), P06010.
    • (2007) J. Stat. Mech. Theory Exp. , vol.2007 , pp. P06010
    • Walker, D.1    Xie, H.2    Yan, K.-K.3    Maslov, S.4
  • 127
    • 85016931996 scopus 로고    scopus 로고
    • Wikipedia Classical Hollywood Cinema
    • Wikipedia, Classical Hollywood Cinema, http://en.wikipedia.org/wiki/Classical Hollywood cinema (2011).
    • (2011)
  • 128
    • 84976604297 scopus 로고    scopus 로고
    • Spatio-temporal networks: Reachability, centrality and robustness
    • M. J. Williams and M. Musolesi, Spatio-temporal networks: Reachability, centrality and robustness, R. Soc. Open Sci., 3 (2016), 160196.
    • (2016) R. Soc. Open Sci. , vol.3 , pp. 160196
    • Williams, M.J.1    Musolesi, M.2
  • 129
    • 85019237595 scopus 로고    scopus 로고
    • Distributed Algorithms for Computation of Central-ity Measures in Complex Networks
    • to appear
    • K. You, R. Tempo, and L. Qiu, Distributed Algorithms for Computation of Central-ity Measures in Complex Networks, IEEE Trans. Automat. Control, to appear, https://doi.org/10.1109/TAC.2016.2604373.
    • IEEE Trans. Automat. Control
    • You, K.1    Tempo, R.2    Qiu, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.