Skip navigation

Items where Author is "Perra, Nicola"

Items where Author is "Perra, Nicola"

Up a level
Export as [feed] RSS
Group by: Item Type | Uncontrolled Keywords | No Grouping
activity driven networks Applied physics behavioral changes Behavioural changes bias big data business networks Centrality measures in networks Citation networks Complex networks Computational social science contagion processes Contagion processes on networks COVID-19 covid19 crowdsourcing cyber threats spreading D ata science D ynamics on networks Data Data driven epidemic models Data mining data science data science computational epidemiology epidemic spreading data driven modeling complex systems epidemic data modeling modeling disease transmission containment and mitigation scenarios Digital Epidemiology Disease modelling disease surveillance Dunbar's number dynamical processes on time-varying networks dynamics of and on networks Dynamics on networks epidemic modeling Epidemic modelling epidemic spreading Epidemic Spreading on Networks Epidemiology ethics forecasting Human behavior infodemics interdisciplinary physics Languages Metapopulation models modeling Modeling infectious diseases modular networks Multiplex Networks Naming Game network science networks Networks Models networks science news coverage Non-pharmaceutical interventions non-response bias nonlinear dynamics Open source indicator opinion dynamics organisational networks pandemic popularity process on networks processes on networks publication dynamics R&D networks Random walks on networks Reaction-diffusion processes Real-time forecasting resilience management SARS-CoV-2 science of science scientific production dynamics social closeness social influence social media Social network analysis social networks Social Phenomena Statistical physics Symbolic Transfer Entropy temporal networks Thermodynamics and nonlinear dynamics time varying networks Time-varying networks Time-varying networks modeling time-varying networks models topic modeling Vaccination vaccines
Number of items: 124.

activity driven networks

Sun, Kaiyuan, Ubaldi, Enrico, Zhang, Jie, Karsai, Marton and Perra, Nicola ORCID: 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:https://doi.org/10.1007/978-3-030-23495-9_16)

Applied physics

Ubaldi, Enrico, Perra, Nicola ORCID: 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:https://doi.org/10.1038/srep35724)

behavioral changes

Gozzi, Nicolo, Bajardi, Paolo and Perra, Nicola ORCID: 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:https://doi.org/10.1371/journal.pcbi.1009346)

Perra, Nicola ORCID: 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:https://doi.org/10.1016/j.physrep.2021.02.001)

Behavioural changes

Perra, Nicola ORCID: 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:https://doi.org/10.1371/journal.pone.0023084)

Meloni, Sandro, Perra, Nicola ORCID: 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:https://doi.org/10.1038/srep00062)

bias

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

big data

Cronin, Bruce ORCID: 0000-0002-3776-8924 , Perra, Nicola ORCID: 0000-0002-5559-3064 , Correa Da Rocha, Luis ORCID: 0000-0001-9046-8739 , Zhu, Zhen ORCID: 0000-0003-0258-1454 , Pallotti, Francesca, Gorgoni, Sara, Conaldi, Guido ORCID: 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:https://doi.org/10.1016/j.socnet.2020.09.001)

business networks

Cronin, Bruce ORCID: 0000-0002-3776-8924 , Perra, Nicola ORCID: 0000-0002-5559-3064 , Correa Da Rocha, Luis ORCID: 0000-0001-9046-8739 , Zhu, Zhen ORCID: 0000-0003-0258-1454 , Pallotti, Francesca, Gorgoni, Sara, Conaldi, Guido ORCID: 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:https://doi.org/10.1016/j.socnet.2020.09.001)

Centrality measures in networks

Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.78.036107)

Citation networks

Zhang, Qian, Perra, Nicola ORCID: 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:https://doi.org/10.1038/srep01640)

Complex networks

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

Computational social science

Gonçalves, Bruno and Perra, Nicola ORCID: 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

contagion processes

Davis, Jessica T., Perra, Nicola ORCID: 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:https://doi.org/10.1038/s41567-020-0810-3)

Contagion processes on networks

Gonçalves, Bruno, Perra, Nicola ORCID: 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:https://doi.org/10.1016/B978-0-12-385944-0.00027-7)

COVID-19

Briand, Sylvie, Cinelli, Matteo, Nguyen, Tim, Lewis, Rosamund, Prybylski, Dimitri, Valensise, Carlo, Colizza, Vittoria, Tozzi, Alberto Eugenio, Perra, Nicola ORCID: 0000-0002-5559-3064 , Baronchelli, Andrea, Tizzoni, Michele, Zollo, Fabiana, Scala, Antonio, Purnat, Tina, Czerniak, Christine, Kucharski, Adam J., Tshangela, Akhona, Zhou, Lei and Quattrociocchi, Walter (2021) Infodemics: A new challenge for public health. Cell, 184 (25). pp. 6010-6014. ISSN 0092-8674 (Print), 1097-4172 (Online) (doi:https://doi.org/10.1016/j.cell.2021.10.031)

Davis, Jessica, Chinazzi, Matteo, Perra, Nicola ORCID: 0000-0002-5559-3064 , Mu, Kunpeng, Pastore Y Piontti, Ana, Ajelli, Marco, Dean, Natalie, Gioannini, Corrado, Litvinova, Maria, Merler, Stefano, Rossi, Luca, Sun, Kaiyuan, Xiong, Xinyue, Longini, Ira Jr, Halloran, M. Elizabeth, Viboud, Cécile and Vespignani, Alessandro (2021) Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave. Nature. ISSN 0028-0836 (Print), 1476-4687 (Online) (doi:https://doi.org/10.1038/s41586-021-04130-w)

Gozzi, Nicolo, Bajardi, Paolo and Perra, Nicola ORCID: 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:https://doi.org/10.1371/journal.pcbi.1009346)

Gozzi, Nicolo, Tizzoni, Michele, Chinazzi, Matteo, Ferres, Leo, Vespignani, Alessandro and Perra, Nicola ORCID: 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:https://doi.org/10.1038/s41467-021-22601-6)

Perra, Nicola ORCID: 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:https://doi.org/10.1016/j.physrep.2021.02.001)

covid19

Gozzi, Nicolo, Tizzani, Michele, Starnini, Michele, Ciulla, Fabio, Paolotti, Daniela, Panisson, Andre and Perra, Nicola ORCID: 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:https://doi.org/10.2196/21597)

crowdsourcing

Brownstein, John, Chu, Shuyu, Marathe, Achla, Marathe, Madhav, Nguyen, Andre, Paolotti, Daniela, Perra, Nicola ORCID: 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:https://doi.org/10.2196/publichealth.7344)

cyber threats spreading

Brett, Terry, Loukas, George ORCID: 0000-0003-3559-5182 , Moreno, Yamir and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.99.050303)

D ata science

Mocanu, Delia, Baronchelli, Andrea, Perra, Nicola ORCID: 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:https://doi.org/10.1371/journal.pone.0061981)

D ynamics on networks

Liu, Su-Yu, Baronchelli, Andrea and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.87.032805)

Data

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

Data driven epidemic models

Tizzoni, Michele, Bajardi, Paolo, Poletto, Chiara, Ramasco, Duygu and Goncalves, Perra, Nicola ORCID: 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:https://doi.org/10.1186/1741-7015-10-165)

Balcan, Duygu, Hu, Hao, Goncalves, Bruno, Bajardi, Paolo, Poletto, Chiara, Ramasco, Jose J., Paolotti, Daniela, Perra, Nicola ORCID: 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:https://doi.org/10.1186/1741-7015-7-45)

Data mining

Zhang, Qian, Gioannini, Corrado, Paolotti, Daniela, Perra, Nicola ORCID: 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:https://doi.org/10.1007/978-3-319-23461-8_21)

data science

Gozzi, Nicolo, Tizzani, Michele, Starnini, Michele, Ciulla, Fabio, Paolotti, Daniela, Panisson, Andre and Perra, Nicola ORCID: 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:https://doi.org/10.2196/21597)

Zhang, Qian, Perra, Nicola ORCID: 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:https://doi.org/10.1038/srep01640)

Ciulla, Fabio, Mocanu, Delia, Baronchelli, Andrea, Gon\calves, Bruno, Perra, Nicola ORCID: 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:https://doi.org/10.1140/epjds8)

data science computational epidemiology epidemic spreading data driven modeling complex systems epidemic data modeling modeling disease transmission containment and mitigation scenarios

Pastore y Piontti, Ana, Perra, Nicola ORCID: 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

Digital Epidemiology

Gozzi, Nicolo, Tizzoni, Michele, Chinazzi, Matteo, Ferres, Leo, Vespignani, Alessandro and Perra, Nicola ORCID: 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:https://doi.org/10.1038/s41467-021-22601-6)

Gozzi, Nicolo, Tizzani, Michele, Starnini, Michele, Ciulla, Fabio, Paolotti, Daniela, Panisson, Andre and Perra, Nicola ORCID: 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:https://doi.org/10.2196/21597)

Disease modelling

Perra, Nicola ORCID: 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:https://doi.org/10.1007/978-3-319-14011-7_4)

disease surveillance

Brownstein, John, Chu, Shuyu, Marathe, Achla, Marathe, Madhav, Nguyen, Andre, Paolotti, Daniela, Perra, Nicola ORCID: 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:https://doi.org/10.2196/publichealth.7344)

Dunbar's number

Goncalves, Bruno, Perra, Nicola ORCID: 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:https://doi.org/10.1371/journal.pone.0022656)

dynamical processes on time-varying networks

Sun, Kaiyuan, Ubaldi, Enrico, Zhang, Jie, Karsai, Marton and Perra, Nicola ORCID: 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:https://doi.org/10.1007/978-3-030-23495-9_16)

Sun, Kaiyuan, Baronchelli, Andrea and Perra, Nicola ORCID: 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:https://doi.org/10.1140/epjb/e2015-60568-4)

Ribeiro, Bruno, Perra, Nicola ORCID: 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:https://doi.org/10.1038/srep03006)

dynamics of and on networks

Weng, Lilian, Ratkiewicz, Jacob, Perra, Nicola ORCID: 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.

Dynamics on networks

Goncalves, Bruno, Perra, Nicola ORCID: 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:https://doi.org/10.1371/journal.pone.0022656)

epidemic modeling

Sun, Kaiyuan, Ubaldi, Enrico, Zhang, Jie, Karsai, Marton and Perra, Nicola ORCID: 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:https://doi.org/10.1007/978-3-030-23495-9_16)

Zhang, Qian, Gioannini, Corrado, Paolotti, Daniela, Perra, Nicola ORCID: 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:https://doi.org/10.1007/978-3-319-23461-8_21)

Epidemic modelling

Zhang, Qian, Perra, Nicola ORCID: 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:https://doi.org/10.1145/3038912.3052678)

epidemic spreading

Gozzi, Nicolo, Scudeler, Martina, Paolotti, Daniela, Baronchelli, Andrea and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.104.014307)

Massaro, Emanuele, Ganin, Alexander, Perra, Nicola ORCID: 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:https://doi.org/10.1038/s41598-018-19706-2)

Perra, Nicola ORCID: 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:https://doi.org/10.1016/j.plrev.2016.09.009)

Meloni, Sandro, Perra, Nicola ORCID: 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:https://doi.org/10.1038/srep00062)

Epidemic Spreading on Networks

Liu, Quan-Hui, Xinyue, Xiong, Zhang, Qian and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.98.062303)

Epidemiology

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

ethics

Cronin, Bruce ORCID: 0000-0002-3776-8924 , Perra, Nicola ORCID: 0000-0002-5559-3064 , Correa Da Rocha, Luis ORCID: 0000-0001-9046-8739 , Zhu, Zhen ORCID: 0000-0003-0258-1454 , Pallotti, Francesca, Gorgoni, Sara, Conaldi, Guido ORCID: 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:https://doi.org/10.1016/j.socnet.2020.09.001)

forecasting

Brownstein, John, Chu, Shuyu, Marathe, Achla, Marathe, Madhav, Nguyen, Andre, Paolotti, Daniela, Perra, Nicola ORCID: 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:https://doi.org/10.2196/publichealth.7344)

Human behavior

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

infodemics

Briand, Sylvie, Cinelli, Matteo, Nguyen, Tim, Lewis, Rosamund, Prybylski, Dimitri, Valensise, Carlo, Colizza, Vittoria, Tozzi, Alberto Eugenio, Perra, Nicola ORCID: 0000-0002-5559-3064 , Baronchelli, Andrea, Tizzoni, Michele, Zollo, Fabiana, Scala, Antonio, Purnat, Tina, Czerniak, Christine, Kucharski, Adam J., Tshangela, Akhona, Zhou, Lei and Quattrociocchi, Walter (2021) Infodemics: A new challenge for public health. Cell, 184 (25). pp. 6010-6014. ISSN 0092-8674 (Print), 1097-4172 (Online) (doi:https://doi.org/10.1016/j.cell.2021.10.031)

interdisciplinary physics

Brett, Terry, Loukas, George ORCID: 0000-0003-3559-5182 , Moreno, Yamir and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.99.050303)

Languages

Mocanu, Delia, Baronchelli, Andrea, Perra, Nicola ORCID: 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:https://doi.org/10.1371/journal.pone.0061981)

Metapopulation models

Liu, Su-Yu, Baronchelli, Andrea and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.87.032805)

modeling

Davis, Jessica, Chinazzi, Matteo, Perra, Nicola ORCID: 0000-0002-5559-3064 , Mu, Kunpeng, Pastore Y Piontti, Ana, Ajelli, Marco, Dean, Natalie, Gioannini, Corrado, Litvinova, Maria, Merler, Stefano, Rossi, Luca, Sun, Kaiyuan, Xiong, Xinyue, Longini, Ira Jr, Halloran, M. Elizabeth, Viboud, Cécile and Vespignani, Alessandro (2021) Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave. Nature. ISSN 0028-0836 (Print), 1476-4687 (Online) (doi:https://doi.org/10.1038/s41586-021-04130-w)

Modeling infectious diseases

Vespignani, Alessandro and Perra, Nicola ORCID: 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:https://doi.org/10.1007/978-1-4614-5474-8_7)

modular networks

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

Multiplex Networks

Liu, Quan-Hui, Xinyue, Xiong, Zhang, Qian and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.98.062303)

Naming Game

Mistry, Dina, Zhang, Qian, Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.92.042805)

network science

Cronin, Bruce ORCID: 0000-0002-3776-8924 , Perra, Nicola ORCID: 0000-0002-5559-3064 , Correa Da Rocha, Luis ORCID: 0000-0001-9046-8739 , Zhu, Zhen ORCID: 0000-0003-0258-1454 , Pallotti, Francesca, Gorgoni, Sara, Conaldi, Guido ORCID: 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:https://doi.org/10.1016/j.socnet.2020.09.001)

Goncalves, Bruno and Perra, Nicola ORCID: 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:https://doi.org/10.1093/oxfordhb/9780190460518.013.4)

networks

Gozzi, Nicolo, Scudeler, Martina, Paolotti, Daniela, Baronchelli, Andrea and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.104.014307)

Brett, Terry, Loukas, George ORCID: 0000-0003-3559-5182 , Moreno, Yamir and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.99.050303)

Pozzana, Iacopo, Sun, Kaiyuan and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.96.042310)

Karsai, Márton and Perra, Nicola ORCID: 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:https://doi.org/10.1007/978-981-10-5287-3_8)

Networks Models

Alessandretti, Laura, Sun, Kaiyuan, Baronchelli, Andrea and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.95.052318)

Ubaldi, Enrico, Vezzani, Alessandro, Karsai, Marton, Perra, Nicola ORCID: 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:https://doi.org/10.1038/srep46225)

networks science

Davis, Jessica T., Perra, Nicola ORCID: 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:https://doi.org/10.1038/s41567-020-0810-3)

news coverage

Gozzi, Nicolo, Tizzani, Michele, Starnini, Michele, Ciulla, Fabio, Paolotti, Daniela, Panisson, Andre and Perra, Nicola ORCID: 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:https://doi.org/10.2196/21597)

Non-pharmaceutical interventions

Perra, Nicola ORCID: 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:https://doi.org/10.1016/j.physrep.2021.02.001)

non-response bias

Brownstein, John, Chu, Shuyu, Marathe, Achla, Marathe, Madhav, Nguyen, Andre, Paolotti, Daniela, Perra, Nicola ORCID: 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:https://doi.org/10.2196/publichealth.7344)

nonlinear dynamics

Brett, Terry, Loukas, George ORCID: 0000-0003-3559-5182 , Moreno, Yamir and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.99.050303)

Open source indicator

Zhang, Qian, Perra, Nicola ORCID: 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:https://doi.org/10.1145/3038912.3052678)

opinion dynamics

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

organisational networks

Cronin, Bruce ORCID: 0000-0002-3776-8924 , Perra, Nicola ORCID: 0000-0002-5559-3064 , Correa Da Rocha, Luis ORCID: 0000-0001-9046-8739 , Zhu, Zhen ORCID: 0000-0003-0258-1454 , Pallotti, Francesca, Gorgoni, Sara, Conaldi, Guido ORCID: 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:https://doi.org/10.1016/j.socnet.2020.09.001)

pandemic

Gozzi, Nicolo, Tizzani, Michele, Starnini, Michele, Ciulla, Fabio, Paolotti, Daniela, Panisson, Andre and Perra, Nicola ORCID: 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:https://doi.org/10.2196/21597)

popularity

Sun, Kaiyuan, Ubaldi, Enrico, Zhang, Jie, Karsai, Marton and Perra, Nicola ORCID: 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:https://doi.org/10.1007/978-3-030-23495-9_16)

process on networks

Goncalves, Bruno and Perra, Nicola ORCID: 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:https://doi.org/10.1093/oxfordhb/9780190460518.013.4)

processes on networks

Davis, Jessica T., Perra, Nicola ORCID: 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:https://doi.org/10.1038/s41567-020-0810-3)

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

Pozzana, Iacopo, Sun, Kaiyuan and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.96.042310)

Karsai, Márton and Perra, Nicola ORCID: 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:https://doi.org/10.1007/978-981-10-5287-3_8)

Alessandretti, Laura, Sun, Kaiyuan, Baronchelli, Andrea and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.95.052318)

publication dynamics

Aleta, Alberto, Meloni, Sandro, Perra, Nicola ORCID: 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:https://doi.org/10.1140/epjds/s13688-019-0205-9)

R&D networks

Tomasello, Mario V., Perra, Nicola ORCID: 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:https://doi.org/10.1038/srep05679)

Random walks on networks

Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevLett.109.238701)

Reaction-diffusion processes

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

Real-time forecasting

Zhang, Qian, Gioannini, Corrado, Paolotti, Daniela, Perra, Nicola ORCID: 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:https://doi.org/10.1007/978-3-319-23461-8_21)

resilience management

Massaro, Emanuele, Ganin, Alexander, Perra, Nicola ORCID: 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:https://doi.org/10.1038/s41598-018-19706-2)

SARS-CoV-2

Perra, Nicola ORCID: 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:https://doi.org/10.1016/j.physrep.2021.02.001)

science of science

Aleta, Alberto, Meloni, Sandro, Perra, Nicola ORCID: 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:https://doi.org/10.1140/epjds/s13688-019-0205-9)

scientific production dynamics

Aleta, Alberto, Meloni, Sandro, Perra, Nicola ORCID: 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:https://doi.org/10.1140/epjds/s13688-019-0205-9)

social closeness

Sun, Kaiyuan, Ubaldi, Enrico, Zhang, Jie, Karsai, Marton and Perra, Nicola ORCID: 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:https://doi.org/10.1007/978-3-030-23495-9_16)

social influence

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

social media

Gozzi, Nicolo, Tizzani, Michele, Starnini, Michele, Ciulla, Fabio, Paolotti, Daniela, Panisson, Andre and Perra, Nicola ORCID: 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:https://doi.org/10.2196/21597)

Zhang, Qian, Perra, Nicola ORCID: 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:https://doi.org/10.1145/3038912.3052678)

Social network analysis

Cronin, Bruce ORCID: 0000-0002-3776-8924 , Perra, Nicola ORCID: 0000-0002-5559-3064 , Correa Da Rocha, Luis ORCID: 0000-0001-9046-8739 , Zhu, Zhen ORCID: 0000-0003-0258-1454 , Pallotti, Francesca, Gorgoni, Sara, Conaldi, Guido ORCID: 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:https://doi.org/10.1016/j.socnet.2020.09.001)

social networks

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

Weng, Lilian, Ratkiewicz, Jacob, Perra, Nicola ORCID: 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.

Social Phenomena

Borge-Holthoefer, Javier, Perra, Nicola ORCID: 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:https://doi.org/10.1126/sciadv.1501158)

Gonçalves, Bruno and Perra, Nicola ORCID: 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

Statistical physics

Ubaldi, Enrico, Perra, Nicola ORCID: 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:https://doi.org/10.1038/srep35724)

Symbolic Transfer Entropy

Borge-Holthoefer, Javier, Perra, Nicola ORCID: 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:https://doi.org/10.1126/sciadv.1501158)

temporal networks

Gozzi, Nicolo, Scudeler, Martina, Paolotti, Daniela, Baronchelli, Andrea and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.104.014307)

Sun, Kaiyuan, Baronchelli, Andrea and Perra, Nicola ORCID: 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:https://doi.org/10.1140/epjb/e2015-60568-4)

Thermodynamics and nonlinear dynamics

Ubaldi, Enrico, Perra, Nicola ORCID: 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:https://doi.org/10.1038/srep35724)

time varying networks

Goncalves, Bruno and Perra, Nicola ORCID: 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:https://doi.org/10.1093/oxfordhb/9780190460518.013.4)

Time-varying networks

Brett, Terry, Loukas, George ORCID: 0000-0003-3559-5182 , Moreno, Yamir and Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.99.050303)

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

Ubaldi, Enrico, Vezzani, Alessandro, Karsai, Marton, Perra, Nicola ORCID: 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:https://doi.org/10.1038/srep46225)

Ubaldi, Enrico, Perra, Nicola ORCID: 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:https://doi.org/10.1038/srep35724)

Mistry, Dina, Zhang, Qian, Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevE.92.042805)

Liu, Suyu, Perra, Nicola ORCID: 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:https://doi.org/10.1103/PhysRevLett.112.118702)

Karsai, Márton, Perra, Nicola ORCID: 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:https://doi.org/10.1038/srep04001)

Time-varying networks modeling

Perra, Nicola ORCID: 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:https://doi.org/10.1038/srep00469)

time-varying networks models

Sun, Kaiyuan, Ubaldi, Enrico, Zhang, Jie, Karsai, Marton and Perra, Nicola ORCID: 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:https://doi.org/10.1007/978-3-030-23495-9_16)

topic modeling

Gozzi, Nicolo, Tizzani, Michele, Starnini, Michele, Ciulla, Fabio, Paolotti, Daniela, Panisson, Andre and Perra, Nicola ORCID: 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:https://doi.org/10.2196/21597)

Vaccination

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

vaccines

Gozzi, Nicolo, Bajardi, Paolo and Perra, Nicola ORCID: 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:https://doi.org/10.1371/journal.pcbi.1009346)

This list was generated on Fri Nov 22 04:01:02 2024 UTC.