Modern temporal network theory: a colloquium

M.E.J. Newman, Networks: An Introduction (Oxford University Press, Oxford, 2010)

A.L. Barabási, Network Science (Cambridge University Press, Cambridge, 2015)

S. Wasserman, K. Faust, Social network analysis: Methods and applications (Cambridge University Press, Cambridge, 1994)

L. Lamport, Commun. ACM 21, 558 (1978)

G.B. Mertzios, O. Michail, I. Chatzigiannakis, P.G. Spirakis, in Automata, Languages, and Programming, Lect. Notes Comput. Sci., edited by F.V. Fomin, R. Freivalds, M. Kwiatkowska, D. Peleg (Springer, Berlin, Heidelberg, 2013), Vol. 7966, pp. 657–668

O. Michail, P.G. Spirakis, in Mathematical Foundations of Computer Science 2014, Lect. Notes Comput. Sci., edited by E. Csuhaj-Varjú, M. Dietzfelbinger, Z. Ésik (Springer Berlin Heidelberg, 2014), Vol. 8635

S. Huang, A.W.C. Fu, R. Liu, Minimum Spanning Trees in Temporal Graphs, in Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data SIGMOD ’15 (ACM, New York, 2015), pp. 419–430

M. Pósfai, P. Hövel, arXiv:1312.7595 (2013)

S. Chen, A. Ilany, B.J. White, M.W. Sanderson, C. Lanzas, PLoS One 10, e0129253 (2015)

J.R. Clough, J. Gollings, T.V. Loach, T.S. Evans, J. Complex Netw. 3, 189 (2015)

P. Holme, J. Saramäki, Phys. Rep. 519, 97 (2012)

T. Gross, B. Blasius, J. R. Soc. Interface 5, 259 (2008)

V.M. Eguíluz, M.G. Zimmerman, C.J. Cela-Conde, M. San Miguel, Am. J. Sociology 110, 977 (2014)

L. Wardil, C. Hauert, Sci. Rep. 4, 05725 (2014)

A. Barrat, C. Cattuto, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 191–216

A. Barrat et al., Eur. Phys. J. Special Topics 222, 1295 (2013)

M. Kibanov, M. Atzmueller, C. Scholz, G. Stumme, Sci. China Inf. Sci. 57, 1 (2014)

C. Cattuto, M. Quaggiotto, A. Panisson, A. Averbuch, Time-varying Social Networks in a Graph Database: A Neo4J Use Case, in First International Workshop on Graph Data Management Experiences and Systems GRADES ’13 (ACM, New York, USA, 2013), pp. 11:1–11:6

A. Panisson, L. Gauvin, A. Barrat, C. Cattuto, Fingerprinting temporal networks of close-range human proximity, in 2013 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops), pp. 261–266

W. van den Broeck, M. Quaggiotto, L. Isella, A. Barrat, C. Cattuto, Leonardo 45, 201 (2012)

L. Isella, J. Stehlé, A. Barrat, C. Cattuto, J.F. Pinton, W. Van den Broeck, J. Theor. Biol. 271, 166 (2011)

P. Vanhems, A. Barrat, C. Cattuto, J.F. Pinton, N. Khanafer, C. Régis, B.a. Kim, B. Comte, N. Voirin, PLoS One 8, e73970 (2013)

N. Voirin et al., Infect. Cont. Hosp. Ep. 36, 254 (2015)

T. Takaguchi, M. Nakamura, N. Sato, K. Yano, N. Masuda, Phys. Rev. X 1, 011008 (2011)

M. Salathé, M. Kazandjieva, J.W. Lee, P. Levis, M.W. Feldman, J.H. Jones, Proc. Natl. Acad. Sci. USA 107, 22020 (2010)

D.J.A. Toth, M. Leecaster, W.B.P. Pettey, A.V. Gundlapalli, H. Gao, J.J. Rainey, A. Uzicanin, M.H. Samore, J. R. Soc. Interface 12, 20150279 (2015)

T. Hornbeck, D. Naylor, A.M. Segre, G. Thomas, T. Herman, P.M. Polgreen, J. Infect. Dis. 206, 1549 (2012)

A. Stopczynski, V. Sekara, P. Sapiezynski, A. Cuttone, M.M. Madsen, J.E. Larsen, S. Lehmann, PLoS One 9, e95978 (2014)

V. Sekara, A. Stopczynski, S. Lehmann, arXiv:1506.04704 (2015)

A. Stopczynski, P. Sapiezynski, A. Pentland, S. Lehmann, arXiv:1507.01484 (2015)

R. Pfitzner, I. Scholtes, A. Garas, C.J. Tessone, F. Schweitzer, Phys. Rev. Lett. 110, 198701 (2013)

I. Scholtes, N. Wider, R. Pfitzner, A. Garas, C.J. Tessone, F. Schweitzer, Nat. Commun. 4, 5024 (2014)

Y.Q. Zhang, X. Li, J. Xu, A. Vasilakos, IEEE Trans. Syst. Man Cybern. Part A Syst. Humans 45, 214 (2015)

Y. Zhang, L. Wang, Y.Q. Zhang, X. Li, Europhys. Lett. 98, 68002 (2012)

Y.Q. Zhang, X. Li, Chaos 23, 013131 (2013)

E. Yoneki, P. Hui, J. Crowcroft, in Bio-Inspired Computing and Communication, Lect. Notes Comput. Sci., edited by P. Liò, E. Yoneki, J. Crowcroft, D.C. Verma (Springer, Berlin, Heidelberg, 2008), Vol. 5151, pp. 116–132

L. Sun, K.W. Axhausen, D.H. Lee, X. Huang, Proc. Natl. Acad. Sci. USA 110, 13774 (2013)

Y. Kim, K. Lee, N. Shroff, IEEE Trans. Mob. Comput. PP, 1 (2015)

F. Liljeros, J. Giesecke, P. Holme, Math. Popul. Stud. 14, 269 (2007)

A.S. Walker et al., PLoS Med. 9, e1001172 (2012)

T. Donker, J. Wallinga, H. Grundmann, PLoS Comput. Biol. 6, e1000715 (2010)

J.J. Potterat, S.Q. Muth, R.B. Rothenberg, H. Zimmerman-Rogers, D.L. Green, J.E. Taylor, M.S. Bonney, H.A. White, Sex. Transm. Infect. 78, i152 (2002)

S. Haraldsdottir, S. Gupta, R.M. Anderson, J. Acquir. Immune Defic. Syndr. 5, 374 (1992)

L.E.C. Rocha, F. Liljeros, P. Holme, Proc. Natl. Acad. Sci. USA 107, 5706 (2010)

L.E.C. Rocha, F. Liljeros, P. Holme, PLoS Comput. Biol. 7, 1001109 (2011)

M.C. Gates, M.E.J. Woolhouse, Epidemics 12, 11 (2015)

M. Génois, C.L. Vestergaard, C. Cattuto, A. Barrat, Network Science (2014), DOI: 10.1017/nws.2015.10 , arXiv:1409.7017

E. Valdano, C. Poletto, A. Giovannini, D. Palma, L. Savini, V. Colizza, PLoS Comput. Biol. 11, e1004152 (2015)

M. Konschake, H.H.K. Lentz, F.J. Conraths, P. Hövel, T. Selhorst, PLoS One 8, e55223 (2013)

M. Lahiri, T.Y. Berger-Wolf, Structure prediction in temporal networks using frequent subgraphs, in IEEE Symposium on Computational Intelligence and Data Mining, 2007, pp. 35–42

R. Sulo, T. Berger-Wolf, R. Grossman, Meaningful Selection of Temporal Resolution for Dynamic Networks, in Proceedings of the Eighth Workshop on Mining and Learning with Graphs (MGL), 2010, pp. 127–136

M.C. Crofoot, D.I. Rubenstein, A.S. Maiya, T.Y. Berger-Wolf, Am. J. Primatol. 73, 821 (2011)

D. Charbonneau, B. Blonder, A. Dornhaus, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 217–244

I. Psorakis, S.J. Roberts, I. Rezek, B.C. Sheldon, J. R. Soc. Interface 9, 3055 (2012)

J. Saramäki, E. Moro, Eur. Phys. J. B 88, 164 (2015)

M.X. Li, V. Palchykov, Z.Q. Jiang, K. Kaski, J. Kertész, S. Miccichè, M. Tumminello, W.X. Zhou, R.N. Mantegna, New J. Phys. 16, 083038 (2014)

G. Krings, M. Karsai, S. Bernhardsson, V.D. Blondel, J. Saramäki, EPJ Data Sci. 1, 4 (2012)

M. Kivelä, R.K. Pan, K. Kaski, J. Kertész, J. Saramäki, M. Karsai, J. Stat. Mech: Theory Exp. 2012, P03005 (2012)

M. Karsai, M. Kivelä, R.K. Pan, K. Kaski, J. Kertész, A.L. Barabási, J. Saramäki, Phys. Rev. E 83, 025102 (2011)

L. Kovanen, K. Kaski, J. Kertész, J. Saramäki, Proc. Natl. Acad. Sci. USA 110, 18070 (2013)

G. Miritello, R. Lara, E. Moro, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 175–190

G. Miritello, R. Lara, M. Cebrian, E. Moro, Sci. Rep. 3, 1950 (2013)

G. Miritello, E. Moro, R. Lara, Phys. Rev. E 83, 045102 (2011)

Z.Q. Jiang, W.J. Xie, M.X. Li, B. Podobnik, W.X. Zhou, H.E. Stanley, Proc. Natl. Acad. Sci. USA 110, 1600 (2013)

H. Ebel, L.I. Mielsch, S. Bornholdt, Phys. Rev. E 66, 035103 (2002)

J.P. Eckmann, E. Moses, D. Sergi, Proc. Natl. Acad. Sci. USA 101, 14333 (2004)

A. Ferraz Costa, Y. Yamaguchi, A. Juci Machado Traina, C. Traina, Jr., C. Faloutsos, RSC: Mining and Modeling Temporal Activity in Social Media, in Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining KDD ’15 (ACM, New York, 2015), pp. 269–278

D.M. Romero, B. Meeder, J. Kleinberg, Differences in the Mechanics of Information Diffusion Across Topics: Idioms, Political Hashtags, and Complex Contagion on Twitter, in Proceedings of the 20th International Conference on World Wide Web WWW ’11 (ACM, New York, 2011), pp. 695–704

C. Sanlí, R. Lambiotte, arXiv:1508.00540 (2015)

A.L. Barabási, Nature 435, 207 (2005)

P. Holme, C.R. Edling, F. Liljeros, Soc. Networks 26, 155 (2004)

F. Karimi, V.C. Ramenzoni, P. Holme, Physica A 414, 263 (2014)

A. Villani, A. Frigessi, F. Liljeros, M.K. Nordvik, B.F. de Blasio, PLoS One 7, e39717 (2012)

A.Z. Jacobs, S.F. Way, J. Ugander, A. Clauset, Assembling the facebook: Using heterogeneity to understand online social network assembly, in Proceedings of the ACM Web Science Conference, 2015

J. Mathiesen, L. Angheluta, P.T.H. Ahlgren, M.H. Jensen, Proc. Natl. Acad. Sci. USA 110, 17259 (2013)

R. Kikas, M. Dumas, M. Karsai, Social Network Analysis and Mining 3, 1393 (2013)

A. Moinet, M. Starnini, R. Pastor-Satorras, Phys. Rev. Lett. 114, 108701 (2015)

M.E.J. Newman, Phys. Rev. E 64, 025102 (2001)

B. Karrer, M.E.J. Newman, Phys. Rev. E 80, 046110 (2009)

Z.X. Wu, P. Holme, Phys. Rev. E 80, 037101 (2009)

M. Rosvall, A.V. Esquivel, A. Lancichinetti, J.D. West, R. Lambiotte, Nat. Commun. 5, 4630 (2014)

G. Petri, P. Expert, Phys. Rev. E 90, 022813 (2014)

D. Kondor, M. Pósfai, I. Csabai, G. Vattay, PLoS One 9, e86197 (2014)

B. Zhao, W. Wang, G. Xue, N. Yuan, Q. Tian, in Advances in Swarm and Computational Intelligence, Lect. Notes Comput. Sci., edited by Y. Tan, Y. Shi, F. Buarque, A. Gelbukh, S. Das, A. Engelbrecht (Springer International Publishing, 2015), Vol. 9141, pp. 63–70

U. Redmond, P. Cunningham, Temporal Subgraph Isomorphism, in Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining ASONAM ’13 (ACM, New York, 2013), pp. 1451–1452

X. Zhang, S. Shao, H.E. Stanley, S. Havlin, Europhys. Lett. 108, 58001 (2014)

X. Zhang, L. Feng, R.Q. Zhu, H.E. Stanley (2015), submitted to Eur. Phys. J. B

M. Popović, H. Štefančić, B. Sluban, P. Kralj Novak, M. Grčar, I. Mozetič, M. Puliga, V. Zlatić, PLoS One 9, e99515 (2014)

M. Catanzaro, M. Buchanan, Nat. Phys. 9, 121 (2013)

The Complex Networks of Economic Interactions, edited by A. Namatame, T. Kaizouji, Y. Aruka (Springer, Berlin, 2006)

H.J. Park, K. Friston, Science 342, 1238411 (2013)

O. Sporns, Dialogues Clin. Neurosci. 15, 247 (2013)

A. Baronchelli, R. Ferrer i Cancho, R. Pastor-Satorras, N. Chater, M.H. Christiansen, Trends Cogn. Sci. 17, 348 (2013)

D.S. Bassett, N.F. Wymbs, M.P. Rombach, M.A. Porter, P.J. Mucha, S.T. Grafton, PLoS Comput. Biol. 9, e1003171 (2013)

D.S. Bassett, M. Yang, N.F. Wymbs, S.T. Grafton, Nat. Neurosci. 18, 744 (2015)

A.V. Mantzaris, D.S. Bassett, N.F. Wymbs, E. Estrada, M.A. Porter, P.J. Mucha, S.T. Grafton, D.J. Higham, J. Complex Networks 1, 83 (2013)

P. Kaluza, A. Kölzsch, M.T. Gastner, B. Blasius, J. R. Soc. Interface 7, 1093 (2010)

P. Borgnat, C. Robardet, P. Abry, P. Flandrin, J.B. Rouquier, N. Tremblay, in Dynamics On and Of Complex Networks, edited by A. Mukherjee, M. Choudhury, F. Peruani, N. Ganguly, B. Mitra (Birkhäuser, Berlin, 2013), Vol. 2

N.C. Banks, D.R. Paini, K.L. Bayliss, M. Hodda, Ecol. Lett. 18, 188 (2015)

F. Kuhn, N. Lynch, R. Oshman, Distributed Computation in Dynamic Networks, in Proceedings of the Forty-second ACM Symposium on Theory of Computing STOC ’10 (ACM, New York, USA, 2010), pp. 513–522

O. Michail, arXiv:1503.00278 (2015)

M. Pascual, J. Dunne, Ecological Networks: Linking Structure to Dynamics in Food Webs (Oxford University Press, Oxford, 2006)

R.V. Solé, J. Bascompte, Self-Organization in Complex Ecosystems (Princeton University Press, Princeton, 2006)

C. Rasmussen, Y.L. Dupont, J.B. Mosbacher, K. Trøjelsgaard, J.M. Olesen, PLoS One 8, e81694 (2013)

T.C. Matisziw, A.T. Murray, Landsc. Ecol. 24, 89 (2009)

R.J. Hobbs, in Applying Landscape Ecology in Biological Conservation, edited by K.J. Gutzwiller (Springer, New York, 2002), pp. 150–170

M.J. Hasenjager, L.A. Dugatkin, in Advances in the Study of Behavior, edited by M. Naguib, H.J. Brockmann, J.C. Mitani, L.W. Simmons, L. Barrett, S. Healy, P.J.B. Slater (Academic Press, 2015), Vol. 47, pp. 39–114

B. Blonder, T.W. Wey, A. Dornhaus, R. James, A. Sih, Methods in Ecology and Evolution 3, 958 (2012)

L.J. Jensen et al., Nucleic Acids Res. 37, D412 (2009)

P. Kharchenko, G.M. Church, D. Vitkup, Mol. Syst. Biol. 1, 2005.0016 (2005)

D.M. Gyurkó, D.V. Veres, D. Módos, K. Lenti, T. Korcsmáros, P. Csermely, Semin. Cancer Biol. 23, 262 (2013)

I.W. Taylor, R. Linding, D. Warde-Farley, Y. Liu, C. Pesquita, D. Faria, S. Bull, T. Pawson, Q. Morris, J.L. Wrana, Nat. Biotech. 27, 199 (2009)

J. Luo, L. Kuang, Comput. Biol. Chem. 52, 34 (2014)

K.T.G. Rigbolt, T.A. Prokhorova, V. Akimov, J. Henningsen, P.T. Johansen, I. Kratchmarova, M. Kassem, M. Mann, J.V. Olsen, B. Blagoev, Sci. Signal. 4, rs3 (2011)

J. West, G. Bianconi, S. Severini, A.E. Teschendorff, Sci. Rep. 2, 802 (2012)

K. Zhao, M. Karsai, G. Bianconi, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 95–117

P. Ronhovde, S. Chakrabarty, D. Hu, M. Sahu, K. Sahu, K. Kelton, N. Mauro, Z. Nussinov, Eur. Phys. J. E 34, 105 (2011)

P. Bearman, J. Moody, R. Faris, Complexity 8, 61 (2003)

P.V. Beek, Artif. Intell. 58, 728 (1992)

V. Batagelj, P. Doreian, A. Ferligoj, N. Kejzar, Understanding Large Temporal Networks and Spatial Networks: Exploration, Pattern Searching, Visualization and Network Evolution (Wiley, Hoboken, 2014)

N. Perra, B. Gonçalves, R. Pastor-Satorras, A. Vespignani, Sci. Rep. 4, 4001 (2014)

V. Nicosia, J. Tang, C. Mascolo, M. Musolesi, G. Russo, V. Latora, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 15–40

S. Boccaletti, G. Bianconi, R. Criado, C.I. del Genio, J. Gómez-Gardeñes, M. Romance, I. Sendiña-Nadal, Z. Wang, M. Zanin, Phys. Rep. 544, 1 (2014)

M. Kivelä, A. Arenas, M. Barthelemy, J.P. Gleeson, Y. Moreno, M.A. Porter, J. Complex Networks 2, 203 (2014)

K.M. Lee, B. Min, K.I. Goh, Eur. Phys. J. B 88, 48 (2015)

A.L. Barabási, R. Albert, Science 286, 509 (1999)

C. Moore, G. Ghoshal, M.E.J. Newman, Phys. Rev. E 74, 036121 (2006)

P.N. Krivitsky, M.S. Handcock, J. R. Stat. Soc. Ser. B 76, 29 (2014)

T. Takaguchi, Y. Yano, Y. Yoshida, arXiv:1506.07032 (2015)

L. Speidel, T. Takaguchi, N. Masuda, Eur. Phys. J. B 88, 203 (2015)

L. Gauvin, A. Panisson, C. Cattuto, PLoS One 9, e86028 (2014)

L. Gauvin, A. Panisson, A. Barrat, C. Cattuto, arXiv:1501.02758 (2015)

E. Valdano, L. Ferreri, C. Poletto, V. Colizza, Phys. Rev. X 5, 021005 (2015)

K. Wehmuth, A. Ziviani, E. Fleury, Tech. Rep. 8466, Inria, 2014

D.M. Dunlavy, T.G. Kolda, E. Acar, ACM Trans. Knowl. Discov. Data 5, 10:1 (2011)

R. Hamon, P. Borgnat, P. Flandrin, C. Robardet, arXiv:1505.03044 (2015)

B. Bach, E. Pietriga, J.D. Fekete, Visualizing Dense Dynamic Networks with Matrix Cubes, in IEEE Conference on Information Visualization (Atlanta, 2013)

J. Moody, D. McFarland, S. Bender-deMoll, Am. J. Sociology 110, 1206 (2005)

P.A. Grabowicz, L.M. Aiello, F. Menczer, EPJ Data Sci. 3, 27 (2014)

R. Lambiotte, L. Tabourier, J.C. Delvenne, Eur. Phys. J. B 86, 320 (2013)

P. Holme, PLoS Comput. Biol. 9, e1003142 (2013)

E. Cheng, J.W. Grossman, M.J. Lipman, Discrete Appl. Math. 128, 317 (2003)

J. Moody, Soc. Forces 81, 25 (2002)

V. Batagelj, S. Praprotnik, arXiv:1505.01569 (2015)

J. Whitbeck, M. Dias de Amorim, V. Conan, J.L. Guillaume, Temporal Reachability Graphs, in Proceedings of the 18th Annual International Conference on Mobile Computing and Networking Mobicom ’12 (ACM, New York, 2012), pp. 377–388

P. Holme, arXiv:1503.06583 (2015)

P. Holme, F. Liljeros, Sci. Rep. 4, 4999 (2014)

T. Takaguchi, N. Sato, K. Yano, N. Masuda, Inferring Directed Static Networks of Influence from Undirected Temporal Networks, in Computer Software and Applications Conference (COMPSAC), 2013 IEEE 37th Annual, pp. 155–156

G. Ver Steeg, A. Galstyan, Information Transfer in Social Media, in Proceedings of the 21st International Conference on World Wide Web WWW ’12 (ACM, New York, 2012), pp. 509–518

C.H. Watts, R.M. May, Math. Biosci. 108, 89 (1992)

M. Kretzschmar, M. Morris, Math. Biosci. 133, 165 (1996)

M. Morris, M. Kretzschmar, Soc. Networks 17, 299 (1995)

V. Neiger, C. Crespelle, E. Fleury, On the structure of changes in dynamic contact networks, in Signal Image Technology and Internet Based Systems (SITIS), 2012, pp. 731–738

R. Lambiotte, V. Salnikov, M. Rosvall, J. Complex Networks 3, 177 (2015)

L. Speidel, R. Lambiotte, K. Aihara, N. Masuda, Phys. Rev. E 91, 012806 (2015)

B. Min, K.I. Goh, A. Vazquez, Phys. Rev. E 83, 036102 (2011)

A. Vazquez, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 161–174

M. Kivelä, M.A. Porter, arXiv:1412.8388 (2014)

P. Holme, Europhys. Lett. 64, 427 (2003)

L. Lü, T. Zhou, Physica A 390, 1150 (2011)

A.V. Mantzaris, D.J. Higham, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 265–282

J. Kunegis, M. Blattner, C. Moser, Preferential Attachment in Online Networks: Measurement and Explanations, in Proceedings of the 5th Annual ACM Web Science Conference WebSci ’13 (ACM, New York, 2013), pp. 205–214

P. Holme, N. Masuda, PLoS One 10, e0120567 (2015)

J.C. Delvenne, R. Lambiotte, L.E.C. Rocha, Nat. Commun. 6, 7366 (2015)

A. Johansen, Physica A 338, 286 (2004)

K.I. Goh, A.L. Barabási, Europhys. Lett. 81, 48002 (2008)

B. Min, K.I. Goh, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 41–64

H.H. Jo, M. Karsai, J. Kertész, K. Kaski, New J. Phys. 14, 013055 (2012)

T. Aledavood, E. López, S.G.B. Roberts, F. Reed-Tsochas, E. Moro, R.I.M. Dunbar, J. Saramäki, arXiv:1502.06866 (2015)

T. Aledavood, S. Lehmann, J. Saramäki, arXiv:1507.08199 (2015)

M. Karsai, K. Kaski, J. Kertész, PLoS One 7, e40612 (2012)

M. Karsai, K. Kaski, A.L. Barabási, J. Kertész, Sci. Rep. 2, 397 (2012)

A. Albano, J.L. Guillaume, S. Heymann, B. Le Grand, A matter of time – intrinsic or extrinsic – for diffusion in evolving complex networks, in IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2013, pp. 202–206

A. Albano, J.L. Guillaume, B. Le Grand, On the use of intrinsic time scale for dynamic community detection and visualization in social networks, in IEEE Eighth International Conference on Research Challenges in Information Science (RCIS), 2014, pp. 1–11

J. Saramäki, P. Holme, arXiv:1508.00693 (2015)

R.K. Pan, J. Saramäki, Phys. Rev. E 84, 016105 (2011)

P. Holme, Phys. Rev. E 71, 046119 (2005)

S. Bayhan, E. Hyytiä, J. Kangasharju, J. Ott, Analysis of Hop Limit in Opportunistic Networks by Static and Time-Aggregated Graphs, in IEEE International Conference on Communications (ICC’15) (London, 2015)

B. Bui Xuan, A. Ferreira, A. Jarry, Int. J. Found. Comput. Sci. 14, 267 (2002)

H. Wu, J. Cheng, S. Huang, Y. Ke, Y. Lu, Y. Xu, Proc. VLDB Endow. 7, 721 (2014)

A. Casteigts, P. Flocchini, W. Quattrociocchi, N. Santoro, in Ad-hoc, Mobile, and Wireless Networks, Lect. Notes Comput. Sci., edited by H. Frey, X. Li, S. Ruehrup (Springer Berlin Heidelberg, 2011), Vol. 6811, pp. 346–359

M. Starnini, A. Baronchelli, A. Barrat, R. Pastor-Satorras, Phys. Rev. E 85, 056115 (2012)

V. Iyer, Q. Liu, S. Dulman, K. Langendoen, Adaptive Online Estimation of Temporal Connectivity in Dynamic Wireless Networks, in IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems (SASO), 2013, pp. 237–246

H. Kim, R. Anderson, Phys. Rev. E 85, 026107 (2012)

V. Nicosia, J. Tang, M. Musolesi, G. Russo, C. Mascolo, V. Latora, Chaos 22, 023101 (2012)

H. Kim, J. Tang, R. Anderson, C. Mascolo, Comput. Networks 56, 983 (2012)

R. Michalski, T. Kajdanowicz, P. Bródka, P. Kazienko, New Generat. Comput. 32, 213 (2014)

Habiba, C. Tantipathananandh, T.Y. Berger-Wolf, Tech. Rep. 2007-19, DIMACS (2007)

J. Tang, I. Leontiadis, S. Scellato, V. Nicosia, C. Mascolo, M. Musolesi, V. Latora, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 135–159

E. Ser-Giacomi, R. Vasile, E. Hernández-García, C. López, Phys. Rev. E 92, 012818 (2015)

A. Alsayed, D.J. Higham, Chaos Solitons Fractals 72, 35 (2015)

M.J. Williams, M. Musolesi, arXiv:1506.00627 (2015)

T. Takaguchi, N. Sato, K. Yano, N. Masuda, New J. Phys. 14, 093003 (2012)

L.E.C. Rocha, N. Masuda, New J. Phys. 16, 063023 (2014)

P. Grindrod, M.C. Parsons, D.J. Higham, E. Estrada, Phys. Rev. E 83, 046120 (2011)

E. Estrada, Phys. Rev. E 88, 042811 (2013)

A.V. Mantzaris, D.J. Higham, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 283–294

T. Rogers, J. Complex Networks 3, 113 (2015)

S. Praprotnik, V. Batagelj, Ars Math. Contemp. 11, 11 (2015)

D. Taylor, S.A. Myers, A. Clauset, M.A. Porter, P.J. Mucha, arXiv:1507.01266 (2015)

Y. Pan, X. Li, PLoS One 9, e94998 (2014)

Y.Q. Zhang, X. Li, Characterizing Large-scale Population’s Indoor Spatio-temporal Interactive Behaviors, in Proceedings of the ACM SIGKDD International Workshop on Urban Computing UrbComp ’12 (ACM, New York, 2012), pp. 25–32

G. Ghoshal, P. Holme, Physica A 364, 603 (2006)

P. Grindrod, D.J. Higham, Proc. R. Soc. London Ser. A 470, 20130835 (2014)

P. Grindrod, D.J. Higham, SIAM Rev. 55, 118 (2013)

P. Laflin, A.V. Mantzaris, P. Grindrod, F. Ainley, A. Otley, D.J. Higham, Social Network Analysis and Mining 3, 1311 (2013)

S. Motegi, N. Masuda, Sci. Rep. 2, 904 (2012)

Y.Y. Liu, J.J. Slotine, A.L. Barabási, Nature 473, 167 (2011)

M. Pósfai, P. Hövel, New J. Phys. 16, 123055 (2014)

A. Cimatti, L. Hunsberger, A. Micheli, R. Posenato, M. Roveri, Sound and Complete Algorithms for Checking the Dynamic Controllability of Temporal Networks with Uncertainty, Disjunction and Observation, in 21st International Symposium on Temporal Representation and Reasoning (TIME), 2014, pp. 27–36

Y. Pan, X. Li, Towards a graphic tool of structural controllability of temporal networks, in IEEE International Symposium on Circuits and Systems (ISCAS), 2014, pp. 1784–1787

S. Scellato, I. Leontiadis, C. Mascolo, P. Basu, M. Zafer, IEEE Trans. Mob. Comput. 12, 105 (2013)

L. Chi, C. Yang (2015), to appear in Nonlinear Theory and its Applications

J.I. Perotti, H.H. Jo, P. Holme, J. Saramäki, arXiv:1411.5553 (2014)

A. Clauset, N. Eagle, Persistence and Periodicity in a Dynamic Proximity Network, in DIMACS Workshop on Computational Methods for Dynamic Interaction Networks (DIMACS, Piscataway, 2007)

M. Lahiri, T.Y. Berger-Wolf, Mining Periodic Behavior in Dynamic Social Networks, in Eighth IEEE International Conference on Data Mining, 2008

Q. Zhao, Y. Tian, Q. He, N. Oliver, R. Jin, W.C. Lee, Communication motifs: A tool to characterize social communications, in Proceedings of the 19th ACM international conference on Information and knowledge management, 2010, pp. 1645–1648

L. Kovanen, M. Karsai, K. Kaski, J. Kertész, J. Saramäki, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 119–133

J. Cui, Y.Q. Zhang, X. Li, On the clustering coefficients of temporal networks and epidemic dynamics, in 2013 IEEE International Symposium on Circuits and Systems (ISCAS), pp. 2299–2302

L.E.C. Rocha, V.D. Blondel, Phys. Rev. E 87, 042814 (2013)

Y. Hulovatyy, H. Chen, T. Milenković, Bioinformatics 31, i171 (2015)

S. Fortunato, Phys. Rep. 486, 75 (2010)

X. Zhang, T. Martin, M.E.J. Newman, Phys. Rev. E 91, 032803 (2015)

M.P. Rombach, M.A. Porter, J.H. Fowler, P.J. Mucha, SIAM J. Appl. Math. 74, 167 (2014)

A. Grönlund, P. Holme, Phys. Rev. E 70, 036108 (2004)

C. Tantipathananandh, T.Y. Berger-Wolf, D. Kempe, A framework for community identification in dynamical social networks, in Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007, pp. 717–726

J. Kauffman, A. Kittas, L. Bennett, S. Tsoka, PLoS One 9, e101357 (2014)

F. Folino, C. Pizzuti, IEEE Trans. Knowl. Data Eng. 26, 1838 (2014)

P.J. Mucha, T. Richardson, K. Macon, M.A. Porter, J.P. Onnela, Science 328, 876 (2010)

A.K. Pietilänen, C. Diot, Dissemination in Opportunistic Social Networks: The Role of Temporal Communities, in Proceedings of the Thirteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing MobiHoc ’12 (ACM, New York, 2012), pp. 165–174

J. He, D. Chen, Physica A 429, 87 (2015)

M. Rosvall, C.T. Bergstrom, PLoS One 5, e8694 (2010)

M. Bazzi, M.A. Porter, S. Williams, M. McDonald, D.J. Fenn, S.D. Howison, arXiv:1501.00040 (2015)

Y. Chen, V. Kawadia, R. Urgaonkar, arXiv:1303.7226 (2013)

J. Stehlé et al., PLoS One 6, e23176 (2011)

C. Matias, V. Miele, arXiv:1506.07464 (2015)

F. Cai, L. Min, Z. Deqing, Q. Shuyan, H. Lansheng, J.J. Park, Int. J. Distrib. Sens. Netw. 2013, 281565 (2013)

T.P. Peixoto, arXiv:1504.02381 (2015)

L. Peel, A. Clauset, Detecting Change Points in the Large-Scale Structure of Evolving Networks (2015), https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9485

F. Liljeros, C.R. Edling, L.A.N. Amaral, Microbes Infect. 5, 189 (2003)

P. Holme, Proc. IEEE 102, 1922 (2014)

J.C. Delvenne, S.N. Yaliraki, M. Barahona, Proc. Natl. Acad. Sci. USA 107, 12755 (2010)

B. Ribeiro, N. Perra, A. Baronchelli, Sci. Rep. 3, 3006 (2013)

R.S. Caceres, T. Berger-Wolf, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 65–94

B. Fish, R.S. Caceres, arXiv:1504.06667 (2015)

H.H.K. Lentz, T. Selhorst, I.M. Sokolov, Phys. Rev. Lett. 110, 118701 (2013)

A. Cardillo, G. Petri, V. Nicosia, R. Sinatra, J. Gómez-Gardeñes, V. Latora, Phys. Rev. E 90, 052825 (2014)

V.P. Backlund, J. Saramäki, R.K. Pan, Phys. Rev. E 89, 062815 (2014)

U. Redmond, M. Harrigan, P. Cunningham, Identifying Time-Respecting Subgraphs in Temporal Networks, in Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, edited by M. Atzmueller, A. Hotho (ACM, New York, 2012), pp. 51–63

N. Antulov-Fantulin, A. Lančić, T. Šmuc, H. Štefančić, M. Šikić, Phys. Rev. Lett. 114, 248701 (2015)

R. Milo, R. Kashtan, S. Itzkovitz, M.E.J. Newman, U. Alon, arXiv:cond-mat/0312028 (2015)

P. Bajardi, A. Barrat, F. Natale, L. Savini, V. Colizza, PLoS One 6, e19869 (2011)

T. Donker, J. Wallinga, H. Grundmann, J. Hosp. Infect. 86, 34 (2014)

M. Ogura, V.M. Preciado, arXiv:1507.07017 (2015)

N. Fujiwara, Nonlinear Theory and Its Applications, IEICE 6, 295 (2015)

P. Flocchini, B. Mans, N. Santoro, Theor. Comput. Sci. 469, 53 (2013)

Y. Dhote, N. Mishra, S. Sharma, Survey and analysis of temporal link prediction in online social networks, in International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2013, pp. 1178–1183

M. Génois, C.L. Vestergaard, J. Fournet, A. Panisson, I. Bonmarin, A. Barrat, arXiv:1503.04066 (2015)

L.E.C. Rocha, V.D. Blondel, PLoS Comput. Biol. 9, e1002974 (2013)

N. Perra, A. Baronchelli, D. Mocanu, B. Gonçalves, R. Pastor-Satorras, A. Vespignani, Phys. Rev. Lett. 109, 238701 (2012)

M. Karsai, N. Perra, A. Vespignani, Sci. Rep. 4, 4001 (2014)

S.Y. Liu, A. Baronchelli, N. Perra, Phys. Rev. E 87, 032805 (2013)

S. Liu, N. Perra, M. Karsai, A. Vespignani, Phys. Rev. Lett. 112, 118702 (2014)

M. Starnini, R. Pastor-Satorras, Phys. Rev. E 89, 032807 (2014)

K. Sun, A. Baronchelli, N. Perra, arXiv:1404.1006 (2014)

D. Han, M. Sun, D. Li, Physica A 432, 354 (2015)

M. Starnini, R. Pastor-Satorras, Phys. Rev. E 87, 062807 (2013)

H.H. Jo, J.I. Perotti, K. Kaski, J. Kertész, Phys. Rev. X 4, 011041 (2014)

G. Laurent, J. Saramäki, M. Karsai, arXiv:1506.00393 (2015)

A. Sunny, B. Kotnis, J. Kuri, Phys. Rev. E 92, 022811 (2015)

M. Starnini, A. Baronchelli, R. Pastor-Satorras, Phys. Rev. Lett. 110, 168701 (2013)

Y.Q. Zhang, X. Li, D. Liang, J. Cui, IEEE Commun. Lett. 19, 1225 (2015)

A.V. Mantzaris, D.J. Higham, Eur. J. Appl. Math. 23, 659 (2012)

V. Raghavan, G.V. Steeg, A. Galstyan, A.G. Tartakovsky, IEEE Trans. Comput. Social Syst. 1, 89 (2014)

T.Y. Hsu, A.D. Kshemkalyani, M. Shen, Modeling User Interactions in Social Communication Networks with Variable Social Vector Clocks, in 28th International Conference on Advanced Information Networking and Applications Workshops (WAINA), 2014, pp. 96–101

C.L. Vestergaard, M. Génois, A. Barrat, Phys. Rev. E 90, 042805 (2014)

N. Masuda, T. Takaguchi, N. Sato, K. Yano, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 245–264

Y.S. Cho, A. Galstyan, P.J. Brantingham, G. Tita, Discrete and Continuous Dynamical Systems – Series B 19, 1335 (2014)

J.R. Zipkin, F.P. Schoenberg, K. Coronges, A.L. Bertozzi (2014), http://www.math.ucla.edu/˜bertozzi/papers/EJAM-Zipkin-2014.pdf

E.R. Colman, D. Vukadinović Greetham, Phys. Rev. E 92, 012817 (2015)

F. Karimi, P. Holme, Physica A 392, 3476 (2013)

M.A. Porter, J.P. Gleeson, arXiv:1403.7663 (2014)

A. Sousa da Mata, R. Pastor-Satorras, Eur. Phys. J. B 88, 12 (2015)

D. ben-Avraham, S. Havlin, Diffusion and Reactions in Fractals and Disordered Systems (Cambridge University Press, Cambridge, 2000)

V. Ramiro, E. Lochin, P. Senac, T. Rakotoarivelo, Temporal random walk as a lightweight communication infrastructure for opportunistic networks, in IEEE 15th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2014, pp. 1–6

M. Gueuning, J. Delvenne, R. Lambiotte, arXiv:1508.04006 (2015)

A. Barrat, B. Fernandez, K.K. Lin, L.S. Young, Phys. Rev. Lett. 110, 158702 (2013)

T. Hoffmann, M.A. Porter, R. Lambiotte, Phys. Rev. E 86, 046102 (2012)

T. Hoffmann, M.A. Porter, R. Lambiotte, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 295–313

N. Masuda, K. Klemm, V.M. Eguíluz, Phys. Rev. Lett. 111, 188701 (2013)

N. Masuda, P. Holme, F1000Prime Rep. 5, 6 (2015)

H.W. Hethcote, SIAM Rev. 42, 599 (2000)

M.J. Keeling, K.T.D. Eames, J. R. Soc. Interface 2, 295 (2005)

P. Holme, Journal of Logistical Engineering University 30, 1 (2014)

A.L. Lloyd, Theor. Popul Biol. 60, 59 (2001)

C.L. Vestergaard, M. Génois, arXiv:1504.01298 (2015)

C.S. Riolo, J.S. Koopman, J.S. Chick, J. Urban Health 78, 446 (2001)

N.H. Fefferman, K.L. Ng, Phys. Rev. E 76, 031919 (2007)

A. Bramson, B. Vandermarliere, J. Complex Networks (2015), in press, DOI: 10.1093/comnet/cnv009

Y. Zhu, D. Li, W. Guo, F. Zhang, Math. Probl. Eng. 2014, 409510 (2014)

D.X. Horváth, J. Kertész, New J. Phys. 16, 073037 (2014)

A. Machens, F. Gesualdo, C. Rizzo, A.E. Tozzi, A. Barrat, C. Cattuto, BMC Infect. Dis. 13, 185 (2013)

G. Ren, X. Wang, Chaos 24, 023116 (2014)

L.E.C. Rocha, A. Decuyper, V.D. Blondel, in Dynamics On and Of Complex Networks, Modeling and Simulation in Science, Engineering and Technology, edited by A. Mukherjee, M. Choudhury, F. Peruani, N. Ganguly, B. Mitra (Springer, New York, 2013), Vol. 2, pp. 301–314

Y.Q. Zhang, X. Li, Europhys. Lett. 108, 28006 (2014)

S. Lee, L.E.C. Rocha, F. Liljeros, P. Holme, PLoS One 7, e36439 (2012)

M. Starnini, A. Machens, C. Cattuto, A. Barrat, R. Pastor-Satorras, J. Theor. Biol. 337, 89 (2013)

S. Osawa, T. Murata, in Complex Networks VI, Studies in Computational Intelligence, edited by G. Mangioni, F. Simini, S.M. Uzzo, D. Wang (Springer International Publishing, 2015), Vol. 597, pp. 91–98

Habiba, Y. Yu, T.Y. Berger-Wolf, J. Saia, in Advances in Social Network Mining and Analysis, Lect. Notes Comput. Sci., edited by L. Giles, M. Smith, J. Yen, H. Zhang (Springer, Berlin, Heidelberg, 2010), Vol. 5498, pp. 55–76

M.C. Vernon, M.J. Keeling, Proc. R. Soc. London Ser. B 276, 469 (2009)

S. Schärrer, S. Widgren, H. Schwermer, A. Lindberg, B. Vidondo, J. Zinsstag, M. Reist, BMC Vet. Res. 11, 149 (2015)

A. Cori, P.Y. Boëlle, G. Thomas, G.M. Leung, A.J. Valleron, PLoS Comput. Biol. 9, e1000471 (2009)

G.D. Martino, S. Spina, Physica A 438, 634 (2015)

A. Guille, H. Hacid, C. Favre, D.A. Zighed, SIGMOD Rec. 42, 17 (2013)

F. Karimi, P. Holme, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 315–329

D.J. Watts, Proc. Natl. Acad. Sci. USA 99, 5766 (2002)

T. Takaguchi, N. Masuda, P. Holme, PLoS One 8, e68629 (2013)

K. Hoppe, G.J. Rodgers, Phys. Rev. E 88, 042804 (2013)

J. Fernández-Gracia, V.M. Eguíluz, M.S. Miguel, in Temporal Networks, edited by P. Holme, J. Saramäki (Springer, Berlin, 2013), pp. 331–352

R. Nishi, N. Masuda, Europhys. Lett. 107, 48003 (2014)

R. Durrett, Lecture Notes on Particle Systems and Percolation (Wadsworth, Belmont, 1988)

L. Gauvin, A. Panisson, C. Cattuto, A. Barrat, Sci. Rep. 3, 3099 (2013)

R. Albert, H. Jeong, A.L. Barabási, Nature 406, 378 (2000)

S. Trajanovski, S. Scellato, I. Leontiadis, Phys. Rev. E 85, 066105 (2012)

S. Sur, N. Ganguly, A. Mukherjee, Physica A 420, 98 (2015)

A. Buscarino, M. Frasca, L.V. Gambuzza, P. Hövel, Phys. Rev. E 91, 022817 (2015)

S.H. Lee, S. Lee, S.W. Son, P. Holme, Phys. Rev. E 85, 027202 (2012)

V. Kohar, P. Ji, A. Choudhary, S. Sinha, J. Kurths, Phys. Rev. E 90, 022812 (2014)

D.S. Bassett, N.F. Wymbs, M.A. Porter, P.J. Mucha, S.T. Grafton, Chaos 24, 013112 (2014)

G. Szabó, G. Fáth, Phys. Rep. 446, 97 (2007)

B. George, S. Kim, Spatio-temporal Networks: An Introduction, SpringerBriefs in Computer Science (Springer, New York, 2013)

M. Sarzynska, E.A. Leicht, G. Chowell, M.A. Porter, arXiv:1407.6297 (2014)

F. Zaidi, C. Muelder, A. Sallaberry, in Encyclopedia of Social Network Analysis and Mining, edited by R. Alhajj, J. Rokne (Springer, Berlin, Heidelberg, 2014), pp. 37–48