Bae J, Kim S (2014) Identifying and ranking influential spreaders in complex networks by neighborhood coreness. Phys A 395:549–559
Barrat A et al (2004) The architecture of complex weighted networks. Proc Natl Acad Sci 101(11):3747–3752
Bavelas A (1948) A mathematical model for group structures. Appl Anthropol 7:16–30
Bavelas A (1950) Communication patterns in task oriented groups. J Acoust Soc Am 22:725–730
Beauchamp MA (1965) An improved index of centrality. Behav Sci 10:161–163
Boccaletti S et al (2006) Complex networks: structure and dynamics. Phys Rep 424:175–308
Bonacich P (1972) Factoring and weighing approaches to status scores and clique identification. J Math Sociol 2(1):113–120
Bonacich P (1987) Power and centrality: a family of measures. Am J Sociol 92(5):1170–1182
Bonacich P (2007) Some unique properties of eigenvector centrality. Soc Netw 29:555–564
Bonacich P, Lloyd P (2001) Eigenvector-like measures of centrality for asymmetric relations. Soc Netw 23(3):191–201
Borgatti SP (2006) Identifying sets of key players in a social network. Comput Math Organ Theory 12:21–34
Borgatti SP et al (2009) Network analysis in the social sciences. Sci New Ser 323(5916):892–895
Brandes U (2001) A faster algorithm for betweenness centrality. J Math Sociol 25(2):163–177
Brandes U (2008) On variants of shortest-path betweenness centrality and their generic computation. Soc Netw 302:136–145
Bruun J, Brewe E (2013) Talking and learning physics: predicting future grades from network measures and Force Concept Inventory pretest scores. Phys Rev Phys Educ Res 9:020109
Chen CM (2006) Cite space II: detecting and visualizing emerging trends and transient patterns in scientific literature. J Am Soc Inform Sci Technol 57(3):359377
Coles N (2001) Analyzing serious crime groups as social network. Br J Criminol 41:580–594
Costenbader E, Valente TW (2003) The stability of centrality measures when networks are sampled. Soc Netw 25:283–307
Dijkstra EW (1959) A note on two problems in connexion with graphs. Numer Math 1:269–271
Estrada E, Rodriguez-Velazquez JA (2005) Subgraph centrality in complex networks. Phys Rev 71:056103
Everett MG, Borgatti SP (1999) The centrality of groups and classes. J Math Sociol 23(3):181–201
Fletcher JM, Wennekers T (2017) From structure to activity: using centrality measures to predict neuronal activity. Int J Neural Syst 27:1750013
Freeman LC (1977) A set of measures of centrality based on betweenness. Sociometry 40(1):35–41
Freeman LC (1978) Centrality in social networks conceptual clarification. Soc Netw 1:215–239
Freeman LC, Borgatti SP, White DR (1991) Centrality in valued graphs: a measure of betweenness based on network flow. Soc Netw 13(2):141–154
Garas A, Schweitzer F, Havlin S (2012) A k-shell decomposition method for weighted networks. New J Phys 14:083030
Grunspan DZ, Wiggins BL, Goodreau SM (2014) Understanding classrooms through social network analysis: a primer for social network analysis in education research. CBE Life Sci Educ 13:167–178
Guimera R et al (2005) The worldwide air transportation network: anomalous centrality, community structure, and cities global roles. Proc Natl Acad Sci 102(22):7794–7799
Hage P, Harary F (1995) Eccentricity and centrality in networks. Soc Netw 17:57–63
Holme P (2003) Congestion and centrality in traffic flow on complex networks. Adv Complex Syst 6(2):163–176
Jayaweera IMLN, Perera KKKR, Munasinghe J (2017) Centrality measures to identify traffic congestion on road networks: a case study of Sri Lanka. IOSR J Math 13(2):13–19
Jeong H et al (2001) Lethality and centrality in protein networks. Nature 411(6833):41–42
Joyce KE et al (2010) A new measure of centrality for brain networks. PLoS ONE 5(8):12200
Katz L (1953) A new status index derived from sociometric analysis. Psychometrika 18(1):39–43
Kitsak M et al (2010) Identification of influential spreaders in complex networks. Nat Phys 6(11):888–893
Koschutzki D et al. (2005) Centrality indices. In: Brandes U, Erlebach T (eds.) Network analysis: methodological foundations 3418:16–61
Koschutzki D, Schreiber F (2008) Centrality analysis methods for biological networks and their application to gene regulatory networks. Gene Regul Syst Biol 2:193–201
Koschützki D, Schreiber F (2004) Comparison of centralities for biological networks. German Conf Bioinf 53:199–206
Liu X et al (2005) Co-authorship networks in the digital library research community. Inf Process Manage 41:1462–1480
Liu LG et al (2007) Weighted network properties of Chinese nature science basic research. Phys A Stat Mech Appl 377(1):302–314
Liu JG, Ren ZM, Guo Q (2014) Ranking the spreading influence in complex networks. Phys A 392(18):4154–4159
Liu Y et al (2015) Identify influential spreaders in complex networks: the role of neighborhood. Phys A 452:289–298
Newman MEJ (2001) Scientific collaboration networks I. Network construction and fundamental results. Phys Rev E 64:016131
Newman MEJ (2004) Analysis of weighted networks. Phys Rev E 389:2134–2142
Newman MEJ (2010) Networks: an introduction. Oxford University Press, New York
Nieminen J (1974) On the centrality in a graph. Scand J Psychol 15:322–336
Opsahl T, Panzarasa P (2009) Clustering in weighted networks. Soc Netw 31:155–163
Opsahl T, Agneessens F, Skvoretz J (2010) Node centrality in weighted networks. Generalizing degree and shortest paths. Soc Netw 32(3):245–251
Rhemtulla M et al (2016) Network analysis of substance abuse and dependence symptoms. Drug Alcohol Depend 161:230–237
Rodriguez JA, Estrada E, Gutierrez A (2006) Functional centrality in graphs. Linear Multilinear Algebra 55:293–302
Sabidussi G (1966) The centrality index of a graph. Psychometrika 31(4):581–603
Shaw ME (1954) Group structure and the behavior of individuals in small groups. J Psychol 38:139–149
Shimbel A (1953) Structural parameters of communication networks. Bull Math Biophys 15(4):501–507
Sparrow MK (1991) The application of network analysis to criminal intelligence: an assessment of the prospects. Soc Netw 13(3):251–274
Stephenson K, Zelen M (1989) Rethinking centrality: methods and examples. Soc Netw 11:1–37
Tew KL, Li XL, Tan SH (2007) Functional centrality: detecting lethality of proteins in protein interaction networks. Genome Inform 19:166–177
Wang K and Xiufen F (2017) Research on centrality of urban transport network nodes, AIP Conference Proceedings 1839, 020181
Wang J et al (2017) A novel weight neighborhood centrality algorithm for identifying influential spreaders in complex networks. Phys A S0378–4371(17):30121–30128
White DR, Borgatti SP (1994) Betweenness centrality measures for directed graphs. Soc Netw 16:335–346
Wuchty S, Stadler PF (2003) Centers of complex networks. J Theor Biol 223(1):45–53
Yan E, Ding Y (2009) Applying centrality measures to impact analysis: a co-authorship network analysis. J Am Soc Inform Sci Technol 60(10):2107–2118
Zeng A, Zhang CJ (2013) Ranking spreaders by decomposing complex networks. Phys Lett A 377(14):1031–1035