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Books
2. A. Pastore, N. Perra, L. Rossi, N. Samay, A. Vespignani et al Charting The Next Pandemic: Modelling Infectious Disease Spreading In The Data Science Age Springer 2019 1. B. Goncalves, N. Perra (Editors) Social Phenomena: From Data to Models Springer, 2015 |
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Book Chapters
7. K. Sun, E. Ubaldi, M. Karsai, J. Zhang, N. Perra
The effects of local and global links creation mechanisms on spreading processes
In Temporal Network Theory, Springer, 2019
6. L. Weng, M. Karsai, N. Perra, F. Menczer, A. Flammini
Attention on weak ties in social and communication networks
In Spreading dynamics in social systems, Springer (Upcoming 2017)
5. N. Perra, M. Karsai
Control strategies of contagion processes in Time-Varying networks
In Temporal network epidemiology, (2017)
4. B. Goncalves, N. Perra
Diffusion Processes in Time Varying Networks
In communication Science in the Digital Age (Upcoming 2017)
3. N. Perra, B. Goncalves, A. Vespignani
Modeling and predicting human infectious diseases
In Social Phenomena: From Data to Models, B. Goncalves, N. Perra, (Editors) Springer, 2015
2. N. Perra, A. Vespignani,
Modeling contact and mobility based social response to the spreading of infectious diseases
In Modeling the Interplay Between Human Behavior and the Spread of Infectious Diseases. Piero Manfredi, Alberto D'Onofrio (editors), Springer (2013)
1. B. Goncalves, N. Perra, A. Vespignani,
Social networks, contagion processes and the spreading of infectious disease.
In Handbook of System Biology. Concepts and Insights. Job Dekker, Marc Vidal and A.J. Marian Walhout (editors), Springer (2012)
Pre-Prints
4. A. Chernikova, N. Gozzi, S. Boboila, P. Angadi, J. Loughner, M. Wilden, N. Perra, T. Eliassi-Rad, A. Oprea
Cyber Network Resilience against Self-Propagating Malware Attacks
arXiv:2206.13594, 2022
3. F. Carli, P. Foini, N. Gozzi, N. Perra, R. Schifanella
Modeling Teams Performance Using Deep Representational Learning on Graphs
arXiv:2206.14741, 2022
2. N. Gozzi, M. Chinazzi, J.T. Davis, K. Mu, A.P. y Piontti, M. Ajelli, N. Perra, A. Vespignani
Estimating the spreading and dominance of SARS-CoV-2 VOC 202012/01 (lineage B. 1.1. 7) across Europe.
medRxiv 2021.02.22.21252235, 2021
1. C. Shah, N. Dehmamy, M. Chinazzi, N. Perra, A. Vespignani, A.-L. Barabási, R. Yu
Finding Patient Zero: Learning Diffusion Source with Graph Neural Networks
arxiv: 2006.11913, 2020
Publications
58. N. Gozzi, M. Chinazzi, N.E. Dean, I.M. Longini Jr., M.E. Halloran, N. Perra, A. Vespignani
Estimating the impact of COVID-19 vaccine inequities: a modeling study
Nature Communications, 14, 3272, medRxiv:2022.11.18.22282514, 2023
57. N. Gozzi, N. Comini, N. Perra
The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19
Pandemic in Colombia, Ecuador, and El Salvador
EPJ Data Science, 12, 18, 2023
56. A Bracci, J Boehnke, A ElBahrawy, N Perra, A Teytelboym, A Baronchelli
Macroscopic properties of buyer-seller networks in online marketplaces
PNAS Nexus, 1, 4, arXiv:2112.09065, 2022
55. N. Gozzi, M. Chinazzi, J.T. Davis, K. Mu, A.P. y Piontti, M. Ajelli, N. Perra, A. Vespignani
Anatomy of the first six months of COVID-19 Vaccination Campaign in Italy.
Plos Computational Biology, 18, 5, e1010146, 2022
54. M. Tizzoni, E.O. Nsoesie, L. Gauvin, M. Karsai, N. Perra, S. Bansal
Addressing the socioeconomic divide in computational modeling for infectious diseases
Nature Communications, 13, 2897, 2022
53. J.T. Davis, M. Chinazzi, N. Perra, K. Mu, M. Ajelli, N. E Dean, C. Gioannini, M. Litvinova, S. Merler, L. Rossi, K. Sun, X. Xiong, I. M Longini, M. E. Halloran, C. Viboud, A. Vespignani
Cryptic trasmission of SARS-CoV-2 and the first COVID-19 wave
Nature, 600, 127-132, 2021
Mentioned in the cover
52. S. C. Briand, M. Cinelli, T. Nguyen, R. Lewis, D. Prybylski, C. M. Valensise, V. Colizza, A. E. Tozzi, N. Perra, A. Baronchelli, M. Tizzoni, F. Zollo, A. Scala, T. Purnat, C. Czerniak, A. J. Kucharski, A. Tshangela, L. Zhou, W. Quattrociocchi
Infodemics: A new challenge for public health
Cell, 184, 25, 2021
51. N. Gozzi, P. Bajardi, N. Perra
The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout
PLoS Computational Biology, 17(9): e1009346, 2021, medRxiv 2021.01.09.21249480
50. N. Gozzi, M. Chinazzi, M. Tizzoni, L. Ferres, A. Vespignani, N. Perra
Estimating the effect of social inequalities in the mitigation of COVID-19 across communities in Santiago de Chile
Nature Communications, 12, 2429, 2021
49. N. Perra
Non-pharmaceutical interventions during the COVID-19 pandemic: a review
Physics Reports, 2021, arxiv: 2012.15230
48. N. Gozzi, M. Scudeler, D. Paolotti, A. Baronchelli, N. Perra
Self-Initiated behavioral changes and disease resurgence on activity-driven networks
Phys. Rev. E 104, 014307, 2021, arxiv:2011.03754
47. B. Cronin, N. Perra, R. De Vita, G. Conaldi, S. Gorgoni, Z. Zhu, F. Pallotti, L. Rocha
Ethical implications of network data in business and management settings
Social Networks, 67, 29-40, 2021
46. N. Gozzi, M. Tizzani, M. Starnini, F. Ciulla, D. Paolotti, A. Panisson, N.Perra
Collective response to the media coverage of COVID-19 pandemic on Reddit and Wikipedia
Journal of Medical Internet Research, 22, 10, e21597, arxiv:2006.06446, 2020
45. N. Gozzi, D. Perrotta, D. Paolotti, N. Perra
Towards a data-driven characterization of behavioral changes induced by the seasonal flu
PloS Computational Biology, 16, 5, e1007879, 2020
44. J. Davis, N. Perra, Q. Zhang, Y. Moreno, A. Vespignani
Information spreading in structured populations
Nature Physics, 16, 5, 590-596, 2020
43. A. Aleta, S. Meloni, N. Perra, Y. Moreno
Explore with caution: mapping the evolution of scientific interest in Physics
EPJ Data Science, 8, 27, arxiv:1904.06306, 2019
42. T. Brett, G. Loukas, Y. Moreno, N. Perra
The spreading of computer viruses on time-varying networks
Phys. Rev. E Rapid Communication, 99, 050303, arxiv:1901.02801, 2019
41. N. Perra, L.E. Rocha
Modelling Opinion Dynamics in the Age of Algorithmic Personalisation
Scientific Reports, 9, 7261, arxiv: 1811.03341, 2019
40. Q.-H. Liu, X. Xiong, Q. Zhang, N. Perra
Epidemic spreading on time-varying multiplex networks
Phys. Rev. E, 98, 062303, 2018
39. M. Nadini, K. Sun, E. Ubaldi, M. Starnini, A. Rizzo, N. Perra
Epidemic spreading in time-varying modular networks
Scientific Reports, 8, 2352, 2018
38. E. Massaro, A. Ganin, N. Perra, I. Linkov, A. Vespignani
Resilience management during large-scale epidemic outbreak
Scientific Reports, 8, 1859, arxiv:1710.00856, 2017
37. A. Marathe, J.S., Brownstein, S. Chu, M.V. Marathe, A.T. Nguyen, D. Paolotti, N. Perra, D. Perrotta, M. Santillana, S. Swarup, M. Tizzoni, A. Vespignani, AKS Vullikanti, M.L. Wilson, Q. Zhang
Combining Participatory Influenza Surveillance with Modeling and Forecasting
JMIR Public Health Surveillance, 3, 4, e83 2017
36. I. Pozzana, K. Sun, N. Perra
Epidemic Spreading on Activity-Driven Networks with Attractiveness
PRE, 96, 042310, arxiv:1703.02482, (2017)
35. E. Ubaldi, A. Vezzani, M. Karsai, N. Perra, R. Burioni
Burstiness and tie reinforcement in time-varying social networks
Scientific Reports, 7, 46225, : arxiv:1607.08910 (2017)
34. L. Alessandretti, K. Sun, A. Baronchelli, N. Perra
The interplay between activity and attractiveness on random walks in time-varying networks
PRE, 95, 052318, arxiv:1701.06449, (2017)
33. Q. Zhang, N. Perra, D. Perrotta, M. Tizzoni, D. Paolotti, A. Vespignani
Forecasting seasonal influenza fusing digital indicators and a mechanistic disease model
WWW17, (2017).
Best paper honorable mention award
32. N. Perra
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
To appear on Physics of Life Review, (2016)
31. Z. Wang, C.T. Bauch, S. Bhattacharya, A. D'Onofrio, P. Manfredi, M. Perc, N. Perra, M. Salathe, D. Zhao
Statistical physics of vaccination
Physics Reports, 664, 1-113, (2016)
30. E. Ubaldi, N. Perra, M. Karsai, A. Vezzani, R. Burioni, A. Vespignani
Asymptotic theory for the dynamic of networks with heterogenous activity and tie allocation
Scientific Reports, 6, 35724, (2016)
29. J. Borge-Holthoefer, N. Perra, B. Gonçalves, S.G. Bailón, A. Arenas, Y. Moreno, A. Vespignani
Spatiotemporal characterization of information-driven collective phenomena through transfer entropy
Science Advances, 2, 4, (2016)
28. Q. Zhang, C. Gioannini, D. Paolotti, N. Perra, D. Perrotta, M. Quaggiotto, M. Tizzoni, A. Vespignani
Social data mining and seasonal influenza forecasts: the FluOutlook platform
Machine Learning and Knowledge Discovery in Databases, 2015
27. D. Mistry, Q. Zhang, N. Perra, A. Baronchelli
Committed activists and the reshaping of status-quo social consensus
PRE 92, 042805. Arxiv:1505.02138, (2015)
26. M. Tizzoni, K. Sun, D. Benusiglio, M. Karsai, N. Perra
The scaling of human contacts in reaction-diffusion processes on heterogenous metapopulation networks
Scientific Reports, 5, 15111, arxiv:1411.7310, (2015)
25. K. Sun, A. Baronchelli, N. Perra
Contrasting Effects of Strong Ties on SIR and SIS Processes in Temporal Networks
EPJ B, 88, 12, 326, (2015)
24. C. Dunne, M. Muller, N. Perra, M. Martino
Vorograph: visualization tools for epidemic analysis
CHI'2015
23. M. V. Tomasello, N. Perra, C. J. Tessone, M. Karsai, F. Schweitzer
The role of endogenous and exogenous mechanisms in the formation of R&D networks
Scientific Reports, 4, 5679, arxiv:1403.4106 (2014)
22. F. Ciulla, N. Perra, A. Baronchelli, A. Vespignani
Damage detection via shortest path network sampling
PRE, 89, 052816, arxiv:1401.6982 (2014)
21. S. Liu, N. Perra, M. Karsai, A. Vespignani
Controlling contagion processes in activity driven networks
Physical Review Letters, 112, 118702, arxiv:1309.7031 (2014)
20. M. Karsai, N. Perra, A. Vespignani
Time varying networks and the weakness of strong ties
Scientific Reports, 4, 4001, arXiv:1303.5966 (2014)
19. M. F.C. Gomes, A. Pastore, N. Samay, N. Perra, A. Vespignani
The infection tree of global epidemics
Network Science, 2, 1 (2014)
18. B. Ribeiro, N. Perra, A. Baronchelli
Quantifying the effect of temporal resolution on time-varying networks
Scientific Reports, 3, 3006, arxiv:1211.7052 (2013)
17. L. Weng, J. Ratkiewicz, N. Perra, B. Goncalves, C. Castillo, F. Bonchi, R. Schifanella, F. Menczer, A. Flammini
The role of information diffusion in the evolution of social networks
KDD'13, arXiv:1302.6276 (2013)
16. Q. Zhang, N. Perra, B. Goncalves, F. Ciulla, A. Vespignani
Characterizing scientific production and consumption of Physics
Scientific Reports 3, 1640, arXiv:1302.6569 (2013)
15. D. Mocanu, A. Baronchelli, N. Perra, B. Goncalves, A. Vespignani
The Twitter of Babel: Mapping World Languages through Microblogging Platforms
PLoS ONE, 8(4): e61981. doi:10.1371/journal.pone.0061981, arxiv:1212.5238 (2013)
14. S. Liu, A. Baronchelli, N. Perra
Contagion dynamics in time-varying metapopulations networks
Physical Review E 87, 032805, arxiv:1210.2776 (2013)
13. M. Tizzoni, P. Bajardi, C. Poletto, J.J. Ramasco, D. Balcan, B. Gonçalves, N. Perra, V. Colizza and A. Vespignani
Real time numerical forecast of global epidemic spreading: case study of 2009 A/H1N1pdm
BMC Medicine, 10:165 (2012)
12. N. Perra, A. Baronchelli, D. Mocanu, B. Goncalves, R. Pastor-Satorras, A. Vespignani
Random Walks and search in time-varying networks
Physical Review Letters, 109, 238701, (2012)
11. F. Ciulla, D. Mocanu, A. Baronchelli, B. Goncalves, N. Perra, A. Vespignani
Beating the news using Social Media: the case study of American Idol
EJP Data Science, 1, 8 (2012)
10. N. Perra, B. Goncalves, R. Pastor-Satorras, A. Vespignani,
Activity driven modeling of dynamic networks
Scientific Reports 2, 469, doi:10.1038/srep00469 (2012)
9. S. Meloni, N. Perra, A. Arenas, S. Gomez, Y. Moreno, A. Vespignani,
Modeling human mobility responses to the large-scale spreading of infectious diseases
Scientific Reports 1, 62 doi:10.1038/srep00062 (2011)
8. N. Perra, D. Balcan, B. Goncalves, A. Vespignani,
Towards a characterization of behavior-disease models
PLoS ONE 6(8): e23084. doi:10.1371/journal.pone.0023084 (2011)
7. B. Goncalves, N. Perra, A. Vespignani,
Modeling Users' Activity on Twitter Networks: Validation of Dunbar's Number
PLoS ONE 6(8): e22656. doi:10.1371/journal.pone.0022656 (2011)
As of 2017 among the top 1% papers cited in PlosOne
6. P. Bajardi, C. Poletto,D. Balcan, H. Hu, B. Goncalves, JJ Ramasco, D. Paolotti, N. Perra, M. Tizzoni, W V d Broeck, V. Colizza and A. Vespignani,
Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere
Emerging Health Threats Journal, 2 (2009)
5. D. Balcan, H. Hu, B. Goncalves, P. Bajardi, C. Poletto, JJ Ramasco, D. Paolotti, N. Perra, M. Tizzoni, W V d Broeck, V. Colizza and A. Vespignani,
Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility
BMC Medicine 2009, 7:45, (2009)
4. D. Balcan, V. Colizza, A. Singer, C. Chouaid, H. Hu, B. Gonçalves, P. Bajardi, C. Poletto, J.J. Ramasco, N. Perra, M. Tizzoni, D. Paolotti, W. Van den Broeck, A.J. Valleron, A. Vespignani,
Modeling the critical care demand and antibiotics resources needed during the Fall 2009 wave of influenza A(H1N1) pandemic
PLoS Currents: Influenza, 2009 Dec 7:RRN1133
3. V. Colizza, A. Vespignani, N. Perra, C. Poletto, B. Goncalves, H. Hu, D. Balcan, D. Paolotti, W. Van den Broeck, M.Tizzoni, P. Bajardi, J.J.Ramasco,
Estimate of Novel Influenza H1N1 cases in Mexico at the early stage of the pandemic with a spatially structured epidemic model
PLoS Currents Influenza, 2009 Nov 18:RRN1129.
2. N. Perra, V. Zlatic, A. Chessa, C. Conti, D. Donato, and G. Caldarelli,
PageRank equation and locatization in the WWW
EPL 88, 48002 (2009)
1. N. Perra and S. Fortunato,
Spectral centrality measures in complex networks
Phys. Rev. E 78, 036107 (2008)
Dissertations
3. N. Perra,
Reaction-Diffusion processes on complex networks
PhD thesis, (2011)
2. N. Perra,
Diffusion processes and centrality measures in Complex Networks
Master thesis, (2007)
1. N. Perra,
Elastic diffusion: Born, Iconale and partial waves approximations
Bachelor thesis, (2005)
