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Gozzi, Nicolo, Bajardi, Paolo and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2021) The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout. PLoS Computational Biology, 17 (9):e1009346. ISSN 1553-734X (Print), 1553-7358 (Online) (doi:10.1371/journal.pcbi.1009346)

Gozzi, Nicolo, Scudeler, Martina, Paolotti, Daniela, Baronchelli, Andrea and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2021) Self-initiated behavioural change and disease resurgence on activity-driven networks. Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, 104 (1):014307. ISSN 1539-3755 (Print), 1550-2376 (Online) (doi:10.1103/PhysRevE.104.014307)

Gozzi, Nicolo, Tizzoni, Michele, Chinazzi, Matteo, Ferres, Leo, Vespignani, Alessandro and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2021) Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile. Nature Communications, 12:2429. ISSN 2041-1723 (Online) (doi:10.1038/s41467-021-22601-6)

Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2021) Non-pharmaceutical interventions during the COVID-19 pandemic: a review. Physics Reports, 913. pp. 1-52. ISSN 0370-1573 (doi:10.1016/j.physrep.2021.02.001)

Cronin, Bruce ORCID: https://orcid.org/0000-0002-3776-8924, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Correa Da Rocha, Luis ORCID: https://orcid.org/0000-0001-9046-8739, Zhu, Zhen ORCID: https://orcid.org/0000-0003-0258-1454, Pallotti, Francesca, Gorgoni, Sara, Conaldi, Guido ORCID: https://orcid.org/0000-0003-3552-7307 and De Vita, Riccardo (2020) Ethical implications of network data in business and management settings. Social Networks, 67. pp. 29-40. ISSN 0378-8733 (doi:10.1016/j.socnet.2020.09.001)

Gozzi, Nicolo, Tizzani, Michele, Starnini, Michele, Ciulla, Fabio, Paolotti, Daniela, Panisson, Andre and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2020) Collective response to the media coverage of COVID-19 pandemic on Reddit and Wikipedia: mixed-methods analysis. Journal of Medical Internet Research, 22 (10):e21597. ISSN 1439-4456 (Print), 1438-8871 (Online) (doi:10.2196/21597)

Gozzi, Nicolo, Perrotta, Daniela, Paolotti, Daniela and Perra, Perra ORCID: https://orcid.org/0000-0002-5559-3064 (2020) Towards a data-driven characterization of behavioral changes induced by the seasonal flu. PLoS Computational Biology, 16 (5):e1007879. ISSN 1553-734X (doi:10.1371/journal.pcbi.1007879)

Davis, Jessica T., Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Zhang, Qian, Moreno, Yamir and Vespignani, Alessandro (2020) Phase transitions in information spreading on structured populations. Nature Physics, 16 (5). pp. 590-596. ISSN 1745-2473 (Print), 1745-2481 (Online) (doi:10.1038/s41567-020-0810-3)

Sun, Kaiyuan, Ubaldi, Enrico, Zhang, Jie, Karsai, Marton and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2019) The effects of local and global link creation mechanisms on contagion processes unfolding on time-varying networks. In: Holme, Petter and Saramaki, Jari, (eds.) Temporal Network Theory. Computational Social Sciences . Springer, Cham, Switzerland, pp. 305-324. ISBN 978-3030234959 (doi:10.1007/978-3-030-23495-9_16)

Aleta, Alberto, Meloni, Sandro, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 and Moreno, Yamir (2019) Explore with caution: mapping the evolution of scientific interest in physics. EPJ Data Science, 8:27. ISSN 2193-1127 (doi:10.1140/epjds/s13688-019-0205-9)

Goncalves, Bruno and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2019) Dynamical processes in time-varying networks. In: Foucault Welles, Brooke and González-Bailón, Sandra, (eds.) The Oxford Handbook of Networked Communication. Oxford University Press. (doi:10.1093/oxfordhb/9780190460518.013.4)

Brett, Terry, Loukas, George ORCID: https://orcid.org/0000-0003-3559-5182, Moreno, Yamir and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2019) Spreading of computer viruses on time-varying networks. Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, 99 (5):050303(R). ISSN 1539-3755 (doi:10.1103/PhysRevE.99.050303)

Correa Da Rocha, Luis ORCID: https://orcid.org/0000-0001-9046-8739 and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2019) Modelling opinion dynamics in the age of algorithmic personalisation. Scientific Reports, 9:7261. ISSN 2045-2322 (Online) (doi:10.1038/s41598-019-43830-2)

Liu, Quan-Hui, Xinyue, Xiong, Zhang, Qian and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2018) Epidemic spreading on time-varying multiplex networks. Physical Review E, 98 (6). ISSN 2470-0053 (Print), 2470-0053 (Online) (doi:10.1103/PhysRevE.98.062303)

Pastore y Piontti, Ana, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Rossi, Luca, Samay, Nicole and Vespignani, Alessandro (2018) Charting the Next Pandemic: Modeling Infectious Disease Spreading in the Data Science Age. Social Sciences . Springer International Publishing. ISBN 978-3319932897

Nadini, Matthieu, Sun, Kaiyuan, Ubaldi, Enrico, Starnini, Michele, Rizzo, Alessandro and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2018) Epidemic spreading in modular time-varying networks. Scientific Reports, 8:2352. ISSN 2045-2322 (Online) (doi:10.1038/s41598-018-20908-x)

Massaro, Emanuele, Ganin, Alexander, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Linkov, Igor and Vespignani, Alessandro (2018) Resilience management during large-scale epidemic outbreaks. Scientific Reports, 8:1859. ISSN 2045-2322 (Print), 1476-4687 (Online) (doi:10.1038/s41598-018-19706-2)

Brownstein, John, Chu, Shuyu, Marathe, Achla, Marathe, Madhav, Nguyen, Andre, Paolotti, Daniela, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Perrotta, Daniela, Santillana, Mauricio, Swarup, Samarth, Tizzoni, Michele, Vespignani, Alessandro and Ku, Anil (2017) Combining participatory influenza surveillance with modeling and forecasting. JMIR Public Health and Surveillance, 3 (4):e83. ISSN 2369-2960 (Online) (doi:10.2196/publichealth.7344)

Pozzana, Iacopo, Sun, Kaiyuan and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2017) Epidemic spreading on activity-driven networks with attractiveness. Physical Review E, 96 (4):042310. ISSN 2470-0045 (Print), 2470-0053 (Online) (doi:10.1103/PhysRevE.96.042310)

Karsai, Márton and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2017) Control strategies of contagion processes in time-varying networks. In: Petter, Holme and Masuda, Naoki, (eds.) Temporal Network Epidemiology. Theoretical Biology book series (THBIO) . Springer, Singapore, pp. 179-197. ISBN 978-9811052866 (doi:10.1007/978-981-10-5287-3_8)

Alessandretti, Laura, Sun, Kaiyuan, Baronchelli, Andrea and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2017) Random walks on activity-driven networks with attractiveness. Physical Review E, 95 (5):052318. ISSN 2470-0053 (Print), 2470-0053 (Online) (doi:10.1103/PhysRevE.95.052318)

Ubaldi, Enrico, Vezzani, Alessandro, Karsai, Marton, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 and Burioni, Raffaella (2017) Burstiness and tie activation strategies in time-varying social networks. Scientific Reports (7):46225. ISSN 2045-2322 (Print), 2045-2322 (Online) (doi:10.1038/srep46225)

Zhang, Qian, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Perrotta, Daniela, Tizzoni, Michele, Paolotti, Daniela and Vespignani, Alessandro (2017) Forecasting seasonal influenza fusing digital indicators and a mechanistic disease model. In: WWW '17 Proceedings of the 26th International Conference on World Wide Web. ACM, pp. 311-319. ISBN 978-1-4503-4913-0 (doi:10.1145/3038912.3052678)

Wang, Zhen, Bauch, Chris T., Bhattacharyya, Samit, d'Onofrio, Alberto, Manfredi, Piero, Perc, Matjaž, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Salathé, Marcel and Zhao, Dawei (2016) Statistical physics of vaccination. Physics Reports, 664. pp. 1-113. ISSN 0370-1573 (doi:10.1016/j.physrep.2016.10.006)

Ubaldi, Enrico, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Karsai, Márton, Vezzani, Alessandro, Burioni, Raffaella and Vespignani, Alessandro (2016) Asymptotic theory of time-varying social networks with heterogeneous activity and tie allocation. Scientific reports, 6 (35724). ISSN 2045-2322 (Print), 2045-2322 (Online) (doi:10.1038/srep35724)

Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2016) The spreading of infectious diseases in modern socio-technical systems. Comment on ''Pattern transitions in spatial epidemics: Mechanisms and emergent properties'' by Gui-Quan Sun et al. Physics of Life Reviews, 19. pp. 87-89. ISSN 1571-0645 (Print), 1873-1457 (Online) (doi:10.1016/j.plrev.2016.09.009)

Borge-Holthoefer, Javier, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Goncalves, Bruno, Gonzales-Bailon, Sandra, Arenas, Alex, Moreno, Yamir and Vespignani, Alessandro (2016) The dynamics of information-driven coordination phenomena: a transfer entropy analysis. Science Advances, 2 (4):e1501158. ISSN 2375-2548 (doi:10.1126/sciadv.1501158)

Sun, Kaiyuan, Baronchelli, Andrea and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2015) Contrasting effects of strong ties on SIR and SIS processes in temporal networks. The European Physical Journal B - Condensed Matter, 88 (12):326. pp. 1-8. ISSN 1434-6028 (Print), 1434-6036 (Online) (doi:10.1140/epjb/e2015-60568-4)

Mistry, Dina, Zhang, Qian, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 and Baronchelli, Andrea (2015) Committed activists and the reshaping of status-quo social consensus. Physical Review E (PRE), 92 (4):042805. ISSN 1539-3755 (Print), 1550-2376 (Online) (doi:10.1103/PhysRevE.92.042805)

Gonçalves, Bruno and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, (eds.) (2015) Social phenomena: from data analysis to models. Computational Social Sciences . Springer International Publishing, Cham, Switzerland. ISBN 978-3-319-14010-0

Zhang, Qian, Gioannini, Corrado, Paolotti, Daniela, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Perrotta, Daniela, Quaggiotto, Marco, Tizzoni, Michele and Vespignani, Alessandro (2015) Social data mining and seasonal influenza forecasts: The FluOutlook platform. In: Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III. Springer International Publishing, Cham, pp. 237-240. ISBN 978-3-319-23460-1 ISSN 0302-9743 (doi:10.1007/978-3-319-23461-8_21)

Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 and Goncalves, Bruno (2015) Modeling and predicting human infectious diseases. Social phenomena: From data analysis to models. Computational Social Sciences, I . Springer International Publishing, Switzerland, pp. 59-83. ISBN 978-3-319-14010-0 (doi:10.1007/978-3-319-14011-7_4)

Tizzoni, Michele, Kaiyuan, Sun, Benusiglio, Diego, Karsai, Marton and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2015) The scaling of human contacts and epidemic processes in metapopulation networks. Scientific Reports, 5:15111. ISSN 2045-2322 (doi:10.1038/srep15111)

Liu, Suyu, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Karsai, Marton and Vespignani, Alessandro (2014) Controlling contagion processes in activity driven networks. Physical Review Letters, 112 (11):118702. ISSN 0031-9007 (Print), 1079-7114 (Online) (doi:10.1103/PhysRevLett.112.118702)

Karsai, Márton, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 and Vespignani, Alessandro (2014) Time varying networks and the weakness of strong ties. Scientific Reports, 4:4001. ISSN 2045-2322 (Print), 2045-2322 (Online) (doi:10.1038/srep04001)

Tomasello, Mario V., Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Tessone, Claudio J., Karsai, Márton and Schweitzer, Frank (2014) The role of endogenous and exogenous mechanisms in the formation of R&D networks. Scientific Reports, 4:5679. ISSN 2045-2322 (Print), 2045-2322 (Online) (doi:10.1038/srep05679)

Mocanu, Delia, Baronchelli, Andrea, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Goncalves, Bruno, Zhang, Qian and Vespignani, Alessandro (2013) The Twitter of Babel: Mapping world languages through microblogging platforms. PLoS ONE, 8 (4). e61981. ISSN 1932-6203 (Print), 1932-6203 (Online) (doi:10.1371/journal.pone.0061981)

Liu, Su-Yu, Baronchelli, Andrea and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2013) Contagion dynamics in time-varying metapopulation networks. Physical Review E, 87 (3). 032805. ISSN 2470-0053 (Print), 2470-0045 (Online) (doi:10.1103/PhysRevE.87.032805)

Zhang, Qian, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Goncalves, Bruno, Ciulla, Fabio and Vespignani, Alessandro (2013) Characterizing scientific production and consumption in physics. Scientific Reports, 3:1640. ISSN 2045-2322 (Print), 2045-2322 (Online) (doi:10.1038/srep01640)

Vespignani, Alessandro and Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 (2013) Modeling Contact and Mobility Based Social Response to the Spreading of Infectious Diseases. In: Manfredi, Piero and D'Onofrio, Alberto, (eds.) Modeling the Interplay Between Human Behavior and the Spread of Infectious Diseases. Springer New York, New York, US, pp. 103-123. ISBN 9781461454731 (doi:10.1007/978-1-4614-5474-8_7)

Ribeiro, Bruno, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 and Baronchelli, Andrea (2013) Quantifying the effect of temporal resolution on time-varying networks. Scientific Reports, 3:3006. ISSN 2045-2322 (Print), 2045-2322 (Online) (doi:10.1038/srep03006)

Weng, Lilian, Ratkiewicz, Jacob, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Goncalves, Bruno, Castillo, Carlos, Bonchi, Francesco, Schifanella, Rossano, Menczer, Filippo and Flammini, Alessandro (2013) The role of information diffusion in the evolution of social networks. In: Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, August 11 - 14, 2013, Chicago, IL, USA.

Tizzoni, Michele, Bajardi, Paolo, Poletto, Chiara, Ramasco, Duygu and Goncalves, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Colizza, Vittoria and Vespignani, Alessandro (2012) Real-time numerical forecast of global epidemic spreading: Case study of 2009 A/H1N1pdm. BMC medicine, 10 (165). ISSN 1741-7015 (Print), 1741-7015 (Online) (doi:10.1186/1741-7015-10-165)

Gonçalves, Bruno, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 and Vespignani, Alessandro (2012) Social networks, contagion processes and the spreading of infectious diseases. In: Walhout, A.J., Vidal, M. and Dekker, J., (eds.) Handbook of Systems Biology. Academic Press, San Diego, pp. 515-527. (doi:10.1016/B978-0-12-385944-0.00027-7)

Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Baronchelli, Andrea, Mocanu, Delia, Gon\calves, Bruno, Pastor-Satorras, Romualdo and Vespignani, Alessandro (2012) Random walks and search in time-varying networks. Physical Review Letters, 109 (23). p. 238701. ISSN 0031-9007 (Print), 1079-7114 (Online) (doi:10.1103/PhysRevLett.109.238701)

Ciulla, Fabio, Mocanu, Delia, Baronchelli, Andrea, Gon\calves, Bruno, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 and Vespignani, Alessandro (2012) Beating the news using social media: The case study of American Idol. EPJ Data Science, 1 (8). pp. 1-11. ISSN 2193-1127 (Print), 2193-1127 (Online) (doi:10.1140/epjds8)

Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Goncalves, Bruno, Pastor-Satorras, Romualdo and Vespignani, Alessandro (2012) Activity driven modeling of time varying networks. Scientific Reports, 2:469. ISSN 2045-2322 (Print), 2045-2322 (Online) (doi:10.1038/srep00469)

Goncalves, Bruno, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 and Vespignani, Alessandro (2011) Modeling users' activity on twitter networks: Validation of dunbar's number. PloS one, 6 (8). e22656. ISSN 1932-6203 (Print), 1932-6203 (Online) (doi:10.1371/journal.pone.0022656)

Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Balcan, Duygu, Goncalves, Bruno and Vespignani, Alessandro (2011) Towards a characterization of behavior-disease models. PLoS ONE, 6 (8). e23084. ISSN 1932-6203 (Print), 1932-6203 (Online) (doi:10.1371/journal.pone.0023084)

Meloni, Sandro, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Arenas, Alex, Gómez, Sergio, Moreno, Yamir and Vespignani, Alessandro (2011) Modeling human mobility responses to the large-scale spreading of infectious diseases. Scientific Reports, 1:62. ISSN 2045-2322 (doi:10.1038/srep00062)

Perra, N. ORCID: https://orcid.org/0000-0002-5559-3064, Zlatić, V., Chessa, A., Conti, C., Donato, D. and Caldarelli, G. (2009) PageRank equation and localization in the WWW. EPL (Europhysics Letters), 88 (4):48002. ISSN 0295-5075 (Print), 1286-4854 (Online) (doi:10.1209/0295-5075/88/48002)

Balcan, Duygu, Hu, Hao, Goncalves, Bruno, Bajardi, Paolo, Poletto, Chiara, Ramasco, Jose J., Paolotti, Daniela, Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064, Tizzoni, Michele, Colizza, Vittoria and Vespignani, Alessandro (2009) Seasonal transmission potential and activity peaks of the new influenza A (H1N1): a Monte Carlo likelihood analysis based on human mobility. BMC Medicine, 7 (45). ISSN 1741-7015 (doi:10.1186/1741-7015-7-45)

Perra, Nicola ORCID: https://orcid.org/0000-0002-5559-3064 and Fortunato, Santo (2008) Spectral centrality measures in complex networks. Physical Review E, 78 (3):036107. ISSN 2470-0053 (Print), 2470-0045 (Online) (doi:10.1103/PhysRevE.78.036107)