메뉴 건너뛰기




Volumn 2, Issue 5, 2016, Pages

Representing higher-order dependencies in networks

Author keywords

[No Author keywords available]

Indexed keywords

RANDOM PROCESSES;

EID: 84986299897     PISSN: None     EISSN: 23752548     Source Type: Journal    
DOI: 10.1126/sciadv.1600028     Document Type: Article
Times cited : (193)

References (51)
  • 3
    • 40249113002 scopus 로고    scopus 로고
    • Analysis of the airport network of India as a complex weighted network
    • G. Bagler, Analysis of the airport network of India as a complex weighted network. Physica A 387, 2972-2980 (2008
    • (2008) Physica A , vol.387 , pp. 2972-2980
    • Bagler, G.1
  • 4
    • 41349096036 scopus 로고    scopus 로고
    • Analysis of weighted networks
    • M. E. J. Newman, Analysis of weighted networks. Phys. Rev. A 70, 056131 (2004
    • (2004) Phys. Rev , vol.A70 , pp. 056131
    • Newman, M.E.J.1
  • 6
    • 77149139158 scopus 로고    scopus 로고
    • Limits of predictability in human mobility
    • C. Song, Z. Qu, N. Blumm, A.-L. Barabási, Limits of predictability in human mobility. Science 327, 1018-1021 (2010
    • (2010) Science , vol.327 , pp. 1018-1021
    • Song, C.1    Qu, Z.2    Blumm, N.3    Barabási, A.-L.4
  • 7
    • 0042635247 scopus 로고    scopus 로고
    • Scientific collaboration networks II Shortest paths, weighted networks, and centrality
    • M. E. J. Newman, Scientific collaboration networks. II. Shortest paths, weighted networks, and centrality. Phys. Rev. E 64, 016132 (2001
    • (2001) Phys. Rev , vol.E64 , pp. 016132
    • Newman, M.E.J.1
  • 8
    • 0042905316 scopus 로고
    • J. J. Schorr-Kon and PST staff, Transl. (Imprint Moscow, Academy of Sciences of the USSR, Moscow
    • A. Markov, Theory of Algorithms, J. J. Schorr-Kon and PST staff, Transl. (Imprint Moscow, Academy of Sciences of the USSR, Moscow, 1954
    • (1954) Theory of Algorithms
    • Markov, A.1
  • 11
    • 1642386713 scopus 로고    scopus 로고
    • Global hot spots of biological invasions: Evaluating options for ballast-water management
    • J. M. Drake, D. M. Lodge, Global hot spots of biological invasions: Evaluating options for ballast-water management. Proc. Biol. Sci. 271, 575-580 (2004
    • (2004) Proc. Biol. Sci , vol.271 , pp. 575-580
    • Drake, J.M.1    Lodge, D.M.2
  • 12
    • 84907341920 scopus 로고    scopus 로고
    • Memory in network flows and its effects on spreading dynamics and community detection
    • M. Rosvall, A. V. Esquivel, A. Lancichinetti, J. D. West, R. Lambiotte, Memory in network flows and its effects on spreading dynamics and community detection. Nat. Commun. 5, 4630 (2014
    • (2014) Nat. Commun , vol.5 , pp. 4630
    • Rosvall, M.1    Esquivel, A.V.2    Lancichinetti, A.3    West, J.D.4    Lambiotte, R.5
  • 13
    • 84904252309 scopus 로고    scopus 로고
    • Detecting memory and structure in human navigation patterns using Markov chain models of varying order
    • P. Singer, D. Helic, B. Taraghi, M. Strohmaier, Detecting memory and structure in human navigation patterns using Markov chain models of varying order. PLOS One 9, e102070 (2014
    • (2014) PLOS One , vol.9 , pp. e102070
    • Singer, P.1    Helic, D.2    Taraghi, B.3    Strohmaier, M.4
  • 15
    • 12344267610 scopus 로고    scopus 로고
    • Selective Markov models for predicting web page accesses
    • M. Deshpande, G. Karypis, Selective Markov models for predicting web page accesses. ACM T. Internet Techn. 4, 163-184 (2004
    • (2004) ACM T. Internet Techn , vol.4 , pp. 163-184
    • Deshpande, M.1    Karypis, G.2
  • 17
    • 84875475053 scopus 로고    scopus 로고
    • Time series analysis forecasting and control
    • G. Janacek, Time series analysis forecasting and control. J. Time Ser. Anal. 31, 303 (2010
    • (2010) J. Time Ser. Anal , vol.31 , pp. 303
    • Janacek, G.1
  • 18
    • 0003410290 scopus 로고
    • Princeton Univ. Press, Princeton, NJ
    • J. D. Hamilton, Time Series Analysis (Princeton Univ. Press, Princeton, NJ, 1994), vol. 2.
    • (1994) Time Series Analysis , vol.2
    • Hamilton, J.D.1
  • 22
    • 0039530516 scopus 로고    scopus 로고
    • Variable length Markov chains
    • P. Bühlmann, A. J. Wyner, Variable length Markov chains. Ann. Statist. 27, 480-513 (1999
    • (1999) Ann. Statist , vol.27 , pp. 480-513
    • Bühlmann, P.1    Wyner, A.J.2
  • 23
    • 34247160350 scopus 로고    scopus 로고
    • Using a VOM model for reconstructing potential coding regions in EST sequences
    • A. Shmilovici, I. Ben-Gal, Using a VOM model for reconstructing potential coding regions in EST sequences. Computation Stat. 22, 49-69 (2007
    • (2007) Computation Stat , vol.22 , pp. 49-69
    • Shmilovici, A.1    Ben-Gal, I.2
  • 25
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • L. R. Rabiner, A tutorial on hidden Markov models and selected applications in speech recognition. Proc. IEEE 77, 257-286 (1989
    • (1989) Proc. IEEE , vol.77 , pp. 257-286
    • Rabiner, L.R.1
  • 26
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • G. Schwarz, Estimating the dimension of a model. Ann. Stat. 6, 461-464 (1978
    • (1978) Ann. Stat , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 27
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • H. Akaike, A new look at the statistical model identification. IEEE Trans. Automat. Contr. 19, 716-723 (1974
    • (1974) IEEE Trans. Automat. Contr , vol.19 , pp. 716-723
    • Akaike, H.1
  • 28
  • 29
    • 44249120105 scopus 로고    scopus 로고
    • Construction of networks with intrinsic temporal structure from UK cattle movement data
    • M. F. Heath, M. C. Vernon, C. R. Webb, Construction of networks with intrinsic temporal structure from UK cattle movement data. BMC Vet. Res. 4, 11 (2008
    • (2008) BMC Vet. Res , vol.4 , pp. 11
    • Heath, M.F.1    Vernon, M.C.2    Webb, C.R.3
  • 30
    • 84923304008 scopus 로고    scopus 로고
    • Causality-driven slowdown and speed-up of diffusion in non-Markovian temporal networks
    • I. Scholtes, N. Wider, R. Pfitzner, A. Garas, C. J. Tessone, F. Schweitzer, Causality-driven slowdown and speed-up of diffusion in non-Markovian temporal networks. Nat. Commun. 5, 5024 (2014
    • (2014) Nat. Commun , vol.5 , pp. 5024
    • Scholtes, I.1    Wider, N.2    Pfitzner, R.3    Garas, A.4    Tessone, C.J.5    Schweitzer, F.6
  • 32
    • 85014842911 scopus 로고    scopus 로고
    • Structure of complex networks: Quantifying edge-To-edge relations by failure-induced flow redistribution
    • M. T. Schaub, J. Lehmann, S. N. Yaliraki, M. Barahona, Structure of complex networks: Quantifying edge-To-edge relations by failure-induced flow redistribution. Network Sci. 2, 66-89 (2014
    • (2014) Network Sci , vol.2 , pp. 66-89
    • Schaub, M.T.1    Lehmann, J.2    Yaliraki, S.N.3    Barahona, M.4
  • 38
    • 39549086558 scopus 로고    scopus 로고
    • Maps of random walks on complex networks reveal community structure
    • M. Rosvall, C. T. Bergstrom, Maps of random walks on complex networks reveal community structure. Proc. Natl. Acad. Sci. U.S.A. 105, 1118-1123 (2008
    • (2008) Proc. Natl. Acad. Sci. U.S.A , vol.105 , pp. 1118-1123
    • Rosvall, M.1    Bergstrom, C.T.2
  • 39
    • 38849162343 scopus 로고    scopus 로고
    • Computing communities in large networks using random walks
    • P. Pons, M. Latapy, Computing communities in large networks using random walks. J. Graph Algorithms Appl. 10, 191-218 (2006
    • (2006) J. Graph Algorithms Appl , vol.10 , pp. 191-218
    • Pons, P.1    Latapy, M.2
  • 40
    • 33847766633 scopus 로고    scopus 로고
    • Random -walk computation of similarities between nodes of a graph with application to collaborative recommendation
    • F. Fouss, A. Pirotte, J. M. Renders, M. Saerens, Random-walk computation of similarities between nodes of a graph with application to collaborative recommendation. IEEE Kwol. Data En. 19, 355-369 (2007
    • (2007) IEEE Kwol. Data en , vol.19 , pp. 355-369
    • Fouss, F.1    Pirotte, A.2    Renders, J.M.3    Saerens, M.4
  • 44
    • 84255188571 scopus 로고    scopus 로고
    • Modelling dynamical processes in complex socio-Technical systems
    • A. Vespignani, Modelling dynamical processes in complex socio-Technical systems. Nat. Phys. 8, 32-39 (2012
    • (2012) Nat. Phys , vol.8 , pp. 32-39
    • Vespignani, A.1
  • 45
    • 48849086724 scopus 로고    scopus 로고
    • Assessing the global threat of invasive species to marine biodiversity
    • J. L. Molnar, R. L. Gamboa, C. Revenga, M. D. Spalding, Assessing the global threat of invasive species to marine biodiversity. Front. Ecol. Environ. 6, 485-492 (2008
    • (2008) Front. Ecol. Environ , vol.6 , pp. 485-492
    • Molnar, J.L.1    Gamboa, R.L.2    Revenga, C.3    Spalding, M.D.4
  • 48
    • 84940282157 scopus 로고    scopus 로고
    • Graph based anomaly detection and description: A survey
    • L. Akoglu, H. Tong, D. Koutra, Graph based anomaly detection and description: A survey. Data Min. Kowl. Disc. 29, 626-688 (2014
    • (2014) Data Min. Kowl. Disc , vol.29 , pp. 626-688
    • Akoglu, L.1    Tong, H.2    Koutra, D.3
  • 49
    • 27344458404 scopus 로고    scopus 로고
    • On prediction using variable order Markov models
    • R. Begleiter, R. El-Yaniv, G. Yona, On prediction using variable order Markov models. J. Artif. Intell. Res. 22, 385-421 (2004
    • (2004) J. Artif. Intell. Res , vol.22 , pp. 385-421
    • Begleiter, R.1    El-Yaniv, R.2    Yona, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.