Publications: Dr Nicola Perra
Gozzi N, Chinazzi M, Dean NE, Longini IM, Halloran ME, Perra N, Vespignani A
(
2022
)
.
Estimating the impact of COVID-19 vaccine allocation inequities: a modeling study
.
medRxiv
Bracci A, Boehnke J, ElBahrawy A, Perra N, Teytelboym A, Baronchelli A
(
2022
)
.
Macroscopic properties of buyer-seller networks in online marketplaces
.
PNAS Nexus
Chernikova A, Gozzi N, Boboila S, Perra N, Eliassi-Rad T, Oprea A
(
2022
)
.
Modeling Self-Propagating Malware with Epidemiological Models
.
Di Bona G, Bracci A, Perra N, Latora V, Baronchelli A
(
2022
)
.
The decentralized evolution of decentralization across fields: from Governance to Blockchain
.
Carli F, Foini P, Gozzi N, Perra N, Schifanella R
(
2022
)
.
Modeling Teams Performance Using Deep Representational Learning on Graphs
.
Chernikova A, Gozzi N, Boboila S, Angadi P, Loughner J, Wilden M, Perra N, Eliassi-Rad T et al.
(
2022
)
.
Cyber Network Resilience against Self-Propagating Malware Attacks
.
Perra N, Tizzoni M, Nsoesie E, Gauvin L, Karsai M, Bansal S
(
2022
)
.
Addressing the socioeconomic divide in computational modeling for infectious diseases
.
Nature Communications
Gozzi N, Chinazzi M, Davis JT, Mu K, Piontti APY, Ajelli M, Perra N, Vespignani A
(
2022
)
.
Anatomy of the first six months of COVID-19 vaccination campaign in Italy
.
PLoS Computational Biology
vol.
18
,
(
5
)
Gozzi N, Comini N, Perra N
(
2022
)
.
The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19 Pandemic in Colombia, Ecuador, and El Salvador
.
Chernikova A, Gozzi N, Boboila S, Angadi P, Loughner J, Wilden M, Perra N, Eliassi-Rad T et al.
(
2022
)
.
Cyber Network Resilience Against Self-Propagating Malware Attacks
.
vol.
13554 LNCS
,
Gao S, Dai X, Wang L, Perra N, Wang Z
(
2022
)
.
Epidemic Spreading in Metapopulation Networks Coupled With Awareness Propagation
.
IEEE Transactions on Cybernetics
Bracci A, Boehnke J, ElBahrawy A, Perra N, Teytelboym A, Baronchelli A
(
2021
)
.
Macroscopic properties of buyer-seller networks in online marketplaces
.
Briand SC, Cinelli M, Nguyen T, Lewis R, Prybylski D, Valensise CM, Colizza V, Tozzi AE et al.
(
2021
)
.
Infodemics: A new challenge for public health
.
Cell
vol.
184
,
(
25
)
6010
-
6014
.
Davis JT, Chinazzi M, Perra N, Mu K, Pastore y Piontti A, Ajelli M, Dean NE, Gioannini C et al.
(
2021
)
.
Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave
.
Nature
vol.
600
,
(
7887
)
127
-
132
.
Gozzi N, Tizzoni M, Chinazzi M, Ferres L, Vespignani A, Perra N
(
2021
)
.
Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile
.
Nature Communications
vol.
12
,
(
1
)
Cronin B, Perra N, Rocha LEC, Zhu Z, Pallotti F, Gorgoni S, Conaldi G, De Vita R
(
2021
)
.
Ethical implications of network data in business and management settings
.
Social Networks
vol.
67
,
29
-
40
.
Gozzi N, Bajardi P, Perra N
(
2021
)
.
The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout
.
PLoS Computational Biology
vol.
17
,
(
9
)
Gozzi N, Scudeler M, Paolotti D, Baronchelli A, Perra N
(
2021
)
.
Self-initiated behavioral change and disease resurgence on activity-driven networks
.
Physical Review E
vol.
104
,
(
1
)
Perra N
(
2021
)
.
Non-pharmaceutical interventions during the COVID-19 pandemic: A review
.
Physics Reports
vol.
913
,
1
-
52
.
Davis JT, Chinazzi M, Perra N, Mu K, Piontti APY, Ajelli M, Dean NE, Gioannini C et al.
(
2021
)
.
Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave in Europe and the United States
.
medRxiv
Perra N
(
2020
)
.
Non-pharmaceutical interventions during the COVID-19 pandemic: a rapid review
.
Gozzi N, Scudeler M, Paolotti D, Baronchelli A, Perra N
(
2020
)
.
Self-initiated behavioural change and disease resurgence on activity-driven networks
.
Gozzi N, Tizzani M, Starnini M, Ciulla F, Paolotti D, Panisson A, Perra N
(
2020
)
.
Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods Analysis
.
Journal of Medical Internet Research
vol.
22
,
(
10
)
Davis JT, Chinazzi M, Perra N, Mu K, Piontti APY, Ajelli M, Dean NE, Gioannini C et al.
(
2020
)
.
Estimating the establishment of local transmission and the cryptic phase of the COVID-19 pandemic in the USA
.
medRxiv
Shah C, Dehmamy N, Perra N, Chinazzi M, Barabási A-L, Vespignani A, Yu R
(
2020
)
.
Finding Patient Zero: Learning Contagion Source with Graph Neural Networks
.
Gozzi N, Tizzani M, Starnini M, Ciulla F, Paolotti D, Panisson A, Perra N
(
2020
)
.
Collective response to the media coverage of COVID-19 Pandemic on Reddit and Wikipedia
.
Davis JT, Perra N, Zhang Q, Moreno Y, Vespignani A
(
2020
)
.
Phase transitions in information spreading on structured populations
.
Nature Physics
vol.
16
,
(
5
)
590
-
596
.
Gozzi N, Perrotta D, Paolotti D, Perra N
(
2020
)
.
Towards a data-driven characterization of behavioral changes induced by the seasonal flu
.
PLoS Computational Biology
vol.
16
,
(
5
)
Gozzi N, Perrotta D, Paolotti D, Perra N
(
2020
)
.
Towards a data-driven characterization of behavioral changes induced by the seasonal flu
.
Aleta A, Meloni S, Perra N, Moreno Y
(
2019
)
.
Explore with caution: mapping the evolution of scientific interest in physics
.
EPJ Data Science
vol.
8
,
(
1
)
Perra N, Rocha LEC
(
2019
)
.
Modelling opinion dynamics in the age of algorithmic personalisation
.
Scientific Reports
vol.
9
,
(
1
)
Sun K, Ubaldi E, Zhang J, Karsai M, Perra N
(
2019
)
.
The Effects of Local and Global Link Creation Mechanisms on Contagion Processes Unfolding on Time-Varying Networks
.
Temporal Network Theory
,
Brett T, Loukas G, Moreno Y, Perra N
(
2019
)
.
Spreading of computer viruses on time-varying networks
.
Physical Review E
vol.
99
,
(
5
)
Aleta A, Meloni S, Perra N, Moreno Y
(
2019
)
.
Explore with caution: mapping the evolution of scientific interest in Physics
.
Brett T, Loukas G, Moreno Y, Perra N
(
2019
)
.
The spreading of computer viruses on time-varying networks
.
Pastore y Piontti A, Perra N, Rossi L, Samay N, Vespignani A
(
2019
)
.
Charting the Next Pandemic, Modeling Infectious Disease Spreading in the Data Science Age
.
Liu QH, Xiong X, Zhang Q, Perra N
(
2018
)
.
Epidemic spreading on time-varying multiplex networks
.
Physical Review E
vol.
98
,
(
6
)
Nadini M, Sun K, Ubaldi E, Starnini M, Rizzo A, Perra N
(
2018
)
.
Epidemic spreading in modular time-varying networks
.
Scientific Reports
vol.
8
,
(
1
)
Massaro E, Ganin A, Perra N, Linkov I, Vespignani A
(
2018
)
.
Resilience management during large-scale epidemic outbreaks
.
Scientific Reports
vol.
8
,
(
1
)
Perra N, Rocha LEC
(
2018
)
.
Modelling Opinion Dynamics in the Age of Algorithmic Personalisation
.
Weng L, Karsai M, Perra N, Menczer F, Flammini A
(
2018
)
.
Attention on Weak Ties in Social and Communication Networks
.
Complex Spreading Phenomena in Social Systems
,
Pozzana I, Sun K, Perra N
(
2017
)
.
Epidemic spreading on activity-driven networks with attractiveness
.
Physical Review E
vol.
96
,
(
4
)
Karsai M, Perra N
(
2017
)
.
Control Strategies of Contagion Processes in Time-Varying Networks
.
Temporal Network Epidemiology
,
Nadini M, Sun K, Ubaldi E, Starnini M, Rizzo A, Perra N
(
2017
)
.
Epidemic spreading in modular time-varying networks
.
Massaro E, Ganin A, Perra N, Linkov I, Vespignani A
(
2017
)
.
Resilience management during large-scale epidemic outbreaks
.
Brownstein JS, Chu S, Marathe A, Marathe MV, Nguyen AT, Paolotti D, Perra N, Perrotta D et al.
(
2017
)
.
Combining participatory influenza surveillance with modeling and forecasting: Three alternative approaches
.
JMIR Public Health and Surveillance
vol.
3
,
(
4
)
Alessandretti L, Sun K, Baronchelli A, Perra N
(
2017
)
.
Random walks on activity-driven networks with attractiveness
.
Physical review. E
vol.
95
,
(
5-1
)
Ubaldi E, Vezzani A, Karsai M, Perra N, Burioni R
(
2017
)
.
Burstiness and tie activation strategies in time-varying social networks
.
Scientific Reports
vol.
7
,
Pozzana I, Sun K, Perra N
(
2017
)
.
Epidemic Spreading on Activity-Driven Networks with Attractiveness
.
Alessandretti L, Sun K, Baronchelli A, Perra N
(
2017
)
.
Random walks on activity-driven networks with attractiveness
.
Zhang Q, Perra N, Perrotta D, Tizzoni M, Paolotti D, Vespignani A
(
2017
)
.
Forecasting seasonal influenza fusing digital indicators and a mechanistic disease model
.
26th International World Wide Web Conference, WWW 2017
.
311
-
319
.
Wang Z, Bauch CT, Bhattacharyya S, d'Onofrio A, Manfredi P, Perc M, Perra N, Salathé M et al.
(
2016
)
.
Statistical physics of vaccination
.
Physics Reports
vol.
664
,
1
-
113
.
Perra N
(
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
vol.
19
,
87
-
89
.
Ubaldi E, Perra N, Karsai M, Vezzani A, Burioni R, Vespignani A
(
2016
)
.
Asymptotic theory of time-varying social networks with heterogeneous activity and tie allocation
.
Scientific Reports
vol.
6
,
Wang Z, Bauch CT, Bhattacharyya S, d'Onofrio A, Manfredi P, Perc M, Perra N, Salathé M et al.
(
2016
)
.
Statistical physics of vaccination
.
Ubaldi E, Vezzani A, Karsai M, Perra N, Burioni R
(
2016
)
.
Burstiness and tie reinforcement in time varying social networks
.
Biggerstaff M, Alper D, Dredze M, Fox S, Fung ICH, Hickmann KS, Lewis B, Rosenfeld R et al.
(
2016
)
.
Results from the centers for disease control and prevention's predict the 2013-2014 Influenza Season Challenge
.
BMC Infectious Diseases
vol.
16
,
(
1
)
Borge-Holthoefer J, Perra N, Gonçalves B, González-Bailón S, Arenas A, Moreno Y, Vespignani A
(
2016
)
.
The dynamics of information-driven coordination phenomena: A transfer entropy analysis
.
Science Advances
vol.
2
,
(
4
)
Sun K, Baronchelli A, Perra N
(
2015
)
.
Contrasting effects of strong ties on SIR and SIS processes in temporal networks
.
European Physical Journal B
vol.
88
,
(
12
)
1
-
8
.
Garcia D, Halegoua G, Mejova Y, Perra N, Pfeffer J, Ruths D, Weber I, West R et al.
(
2015
)
.
Reports of the 2015 workshops held at the international AAAI conference on web and social media
.
AI Magazine
.
vol.
36
,
119
-
123
.
Tizzoni M, Sun K, Benusiglio D, Karsai M, Perra N
(
2015
)
.
The scaling of human contacts and epidemic processes in metapopulation networks
.
Scientific Reports
vol.
5
,
Mistry D, Zhang Q, Perra N, Baronchelli A
(
2015
)
.
Committed activists and the reshaping of status-quo social consensus
.
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics
vol.
92
,
(
4
)
Ubaldi E, Perra N, Karsai M, Vezzani A, Burioni R, Vespignani A
(
2015
)
.
Asymptotic theory for the dynamic of networks with heterogenous social capital allocation
.
Borge-Holthoefer J, Perra N, Gonçalves B, González-Bailón S, Arenas A, Moreno Y, Vespignani A
(
2015
)
.
The dynamic of information-driven coordination phenomena: a transfer entropy analysis
.
Weng L, Karsai M, Perra N, Menczer F, Flammini A
(
2015
)
.
Attention on Weak Ties in Social and Communication Networks
.
Mistry D, Zhang Q, Perra N, Baronchelli A
(
2015
)
.
Committed activists and the reshaping of status-quo social consensus
.
Dunne C, Muller M, Perra N, Martino M
(
2015
)
.
VoroGraph: Visualization tools for epidemic analysis
.
Conference on Human Factors in Computing Systems - Proceedings
.
vol.
18
,
255
-
258
.
Gonçalves B, Perra N
(
2015
)
.
Introduction
.
Social Phenomena: From Data Analysis to Models
,
Perra N, Gonçalves B
(
2015
)
.
Modeling and predicting human infectious diseases
.
Social Phenomena: From Data Analysis to Models
,
Gonçalves B, Karsai M, Perra N
(
2015
)
.
Preface
.
AAAI Workshop - Technical Report
.
vol.
WS-15-17
,
Zhang Q, Gioannini C, Paolotti D, Perra N, Perrotta D, Quaggiotto M, Tizzoni M, Vespignani A
(
2015
)
.
Social data mining and seasonal influenza forecasts: The FluOutlook platform
.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
.
vol.
9286
,
237
-
240
.
Gonçalves B, Perra N
(
2015
)
.
Social phenomena: From data analysis to models
.
Tizzoni M, Sun K, Benusiglio D, Karsai M, Perra N
(
2014
)
.
The Scaling of Human Contacts in Reaction-Diffusion Processes on Heterogeneous Metapopulation Networks
.
Tomasello MV, Perra N, Tessone CJ, Karsai M, Schweitzer F
(
2014
)
.
The role of endogenous and exogenous mechanisms in the formation of R&D networks
.
Scientific Reports
vol.
4
,
Ciulla F, Perra N, Baronchelli A, Vespignani A
(
2014
)
.
Damage detection via shortest-path network sampling
.
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics
vol.
89
,
(
5
)
Sun K, Baronchelli A, Perra N
(
2014
)
.
Contrasting Effects of Strong Ties on SIR and SIS Processes in Temporal Networks
.
Pastore Piontti AY, Gomes MFDC, Samay N, Perra N, Vespignani A
(
2014
)
.
The infection tree of global epidemics
.
Network Science
vol.
2
,
(
1
)
132
-
137
.
Liu S, Perra N, Karsai M, Vespignani A
(
2014
)
.
Controlling contagion processes in activity driven networks
.
Physical Review Letters
vol.
112
,
(
11
)
Tomasello MV, Perra N, Tessone CJ, Karsai M, Schweitzer F
(
2014
)
.
The role of endogenous and exogenous mechanisms in the formation of R&D networks
.
Karsai M, Perra N, Vespignani A
(
2014
)
.
Time varying networks and the weakness of strong ties
.
Scientific Reports
vol.
4
,
Ciulla F, Perra N, Baronchelli A, Vespignani A
(
2014
)
.
Damage detection via shortest path network sampling
.
Ribeiro B, Perra N, Baronchelli A
(
2013
)
.
Quantifying the effect of temporal resolution on time-varying networks
.
Scientific Reports
vol.
3
,
Perra N, Vespignani A
(
2013
)
.
Modeling contact and mobility based social response to the spreading of infectious diseases
.
Modeling the Interplay Between Human Behavior and the Spread of Infectious Diseases
,
Liu S, Perra N, Karsai M, Vespignani A
(
2013
)
.
Controlling Contagion Processes in Time-Varying Networks
.
Gonçalves B, Perra N, Vespignani A
(
2013
)
.
Social Networks, Contagion Processes and the Spreading of Infectious Diseases
.
Handbook of Systems Biology
,
Weng L, Ratkiewicz J, Perra N, Gonçalves B, Castillo C, Bonchi F, Schifanella R, Menczer F et al.
(
2013
)
.
The role of information diffusion in the evolution of social networks
.
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
.
vol.
Part F128815
,
356
-
364
.
Mocanu D, Baronchelli A, Perra N, Gonçalves B, Zhang Q, Vespignani A
(
2013
)
.
The Twitter of Babel: Mapping World Languages through Microblogging Platforms
.
PLoS ONE
vol.
8
,
(
4
)
Zhang Q, Perra N, Gonçalves B, Ciulla F, Vespignani A
(
2013
)
.
Characterizing scientific production and consumption in Physics
.
Scientific Reports
vol.
3
,
Karsai M, Perra N, Vespignani A
(
2013
)
.
Time varying networks and the weakness of strong ties
.
Liu SY, Baronchelli A, Perra N
(
2013
)
.
Contagion dynamics in time-varying metapopulation networks
.
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics
vol.
87
,
(
3
)
Zhang Q, Perra N, Goncalves B, Ciulla F, Vespignani A
(
2013
)
.
Characterizing scientific production and consumption in Physics
.
Weng L, Ratkiewicz J, Perra N, Gonçalves B, Castillo C, Bonchi F, Schifanella R, Menczer F et al.
(
2013
)
.
The Role of Information Diffusion in the Evolution of Social Networks
.
Gonçalves B, Perra N, Vespignani A
(
2013
)
.
Chapter 27 Social Networks, Contagion Processes and the Spreading of Infectious Diseases
.
Handbook of Systems Biology
,
Mocanu D, Baronchelli A, Gonçalves B, Perra N, Vespignani A
(
2012
)
.
The Twitter of Babel: Mapping World Languages through Microblogging Platforms
.
Tizzoni M, Bajardi P, Poletto C, Ramasco JJ, Balcan D, Gonçalves B, Perra N, Colizza V et al.
(
2012
)
.
Real-time numerical forecast of global epidemic spreading: Case study of 2009 A/H1N1pdm
.
BMC Medicine
vol.
10
,
Perra N, Baronchelli A, Mocanu D, Gonçalves B, Pastor-Satorras R, Vespignani A
(
2012
)
.
Random walks and search in time-varying networks
.
Physical Review Letters
vol.
109
,
(
23
)
Ribeiro B, Perra N, Baronchelli A
(
2012
)
.
Quantifying the effect of temporal resolution on time-varying networks
.
Liu S, Baronchelli A, Perra N
(
2012
)
.
Contagion dynamics in time-varying metapopulation networks
.
Perra N, Gonçalves B, Pastor-Satorras R, Vespignani A
(
2012
)
.
Activity driven modeling of time varying networks
.
Scientific Reports
vol.
2
,
Perra N, Baronchelli A, Mocanu D, Gonçalves B, Pastor-Satorras R, Vespignani A
(
2012
)
.
Random walks and search in time-varying networks
.
Ciulla F, Mocanu D, Baronchelli A, Gonçalves B, Perra N, Vespignani A
(
2012
)
.
Beating the news using Social Media: the case study of American Idol
.
Perra N, Gonçalves B, Pastor-Satorras R, Vespignani A
(
2012
)
.
Activity driven modeling of time varying networks
.
Ciulla F, Mocanu D, Baronchelli A, Gonçalves B, Perra N, Vespignani A
(
2012
)
.
Beating the news using social media: The case study of American idol
.
EPJ Data Science
vol.
1
,
(
1
)
1
-
11
.
Meloni S, Perra N, Arenas A, Gómez S, Moreno Y, Vespignani A
(
2011
)
.
Modeling human mobility responses to the large-scale spreading of infectious diseases
.
Scientific Reports
vol.
1
,
Gonçalves B, Perra N, Vespignani A
(
2011
)
.
Modeling users' activity on twitter networks: Validation of Dunbar's number
.
PLoS ONE
vol.
6
,
(
8
)
Perra N, Balcan D, Gonçalves B, Vespignani A
(
2011
)
.
Towards a characterization of behavior-disease models
.
PLoS ONE
vol.
6
,
(
8
)
Perra N, Balcan D, Gonçalves B, Vespignani A
(
2011
)
.
Towards a characterization of behavior-disease models
.
Goncalves B, Perra N, Vespignani A
(
2011
)
.
Validation of Dunbar's number in Twitter conversations
.
Bajardi P, Poletto C, Balcan D, Hu H, Goncalves B, Ramasco JJ, Paolotti D, Perra N et al.
(
2010
)
.
Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere
.
Colizza V, Vespignani A, Perra N, Poletto C, Gonçalves B, Hu H, Balcan D, Paolotti D et al.
(
2009
)
.
Estimate of novel influenza A/H1N1 cases in Mexico at the early stage of the pandemic with a spatially structured epidemic model
.
PLoS Currents
(
NOV
)
Balcan D, Colizza V, Singer AC, Chouaid C, Hu H, Gonçalves B, Bajardi P, Poletto C et al.
(
2009
)
.
Modeling the critical care demand and antibiotics resources needed during the Fall 2009 wave of influenza A(H1N1) pandemic
.
PLoS Currents
(
DEC
)
Perra N, Zlatić V, Chessa A, Conti C, Donato D, Caldarelli G
(
2009
)
.
PageRank equation and localization in the WWW
.
Europhysics Letters
vol.
88
,
(
4
)
Balcan D, Hu H, Goncalves B, Bajardi P, Poletto C, Ramasco JJ, Paolotti D, Perra N et al.
(
2009
)
.
Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility
.
Balcan D, Hu H, Goncalves B, Bajardi P, Poletto C, Ramasco JJ, Paolotti D, Perra N et al.
(
2009
)
.
Seasonal transmission potential and activity peaks of the new influenza A(H1N1): A Monte Carlo likelihood analysis based on human mobility
.
BMC Medicine
vol.
7
,
Bajardi P, Poletto C, Balcan D, Hu H, Goncalves B, Ramasco JJ, Paolotti D, Perra N et al.
(
2009
)
.
Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere
.
Emerging Health Threats Journal
vol.
2
,
(
1
)
Bajardi P, Poletto C, Balcan D, Hu H, Goncalves B, Ramasco J, Paolotti D, Perra N et al.
(
2009
)
.
Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere
.
Emerg Health Threats J
vol.
2
,
Perra N, Fortunato S
(
2008
)
.
Spectral centrality measures in complex networks
.
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics
vol.
78
,
(
3
)
Perra N, Zlatic V, Chessa A, Conti C, Donato D, Caldarelli G
(
2008
)
.
Schroedinger-like PageRank equation and localization in the WWW
.
Perra N, Fortunato S
(
2008
)
.
Spectral centrality measures in complex networks
.