Publications Archive

David Abella, Johann H. Martínez, Mattia Mazzoli, Julien Migozzi, Thibault Le Corre, Eduard Alonso-Paulí, Rafel Crespí-Cladera, Thomas Louail, José J. Ramasco

EPJ Data Science14, 34 (2025)

Data Science

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Learning distributed representations with efficient SoftMax normalization

Lorenzo Dall'Amico, Enrico Maria Belliardo

Transactions on Machine Learning Research 2835-8856 (2025)

Computational Social Science

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Immigration discourse in a polarized era: Insights from social media before and after the 2020 US presidential election

Anya Hommadova Lu, Yelena Mejova

International Journal of Intercultural Relations106, 102162 (2025)

Health

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Exploring influenza vaccination determinants through digital participatory surveillance

Kathleen Nicole Kelley, Nicolò Gozzi, Mattia Mazzoli, Daniela Paolotti

BMC Public Health 25, article number 1345 (2025)

Computational Social Science Data Science

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Evacuation patterns and socioeconomic stratification in the context of wildfires

Timur Naushirvanov, Erick Elejalde, Kyriaki Kalimeri, Elisa Omodei , Márton Karsai, Leonardo Adrian Ferres

EPJ Data Science14(23), (2025)

Network Science

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Comparing temporal and aggregated network descriptions of fluid transport in the Mediterranean Sea

Kishor Acharya, Javier Aguilar, Lorenzo Dall'Amico, Kyriakos Nicolaou, Sandro Meloni, Enrico Ser-Giacomi

Physical Review E111, 024211 (2025)

Health Network Science

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Resilience of mobility network to dynamic population response across COVID-19 interventions: Evidences from Chile

Pasquale Casaburi, Lorenzo Dall'Amico, Nicolò Gozzi, Kyriaki Kalimeri, Anna Sapienza, Rossano Schifanella, Tiziana Di Matteo, Leonardo Adrian Ferres, Mattia Mazzoli

PLoS Computational Biology21(2), e1012802 (2025)

Health

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Public Goods Games in Disease Evolution and Spread

Christo Morison, Małgorzata Fic, Marcou Thomas, Javad Mohamadichamgavi, Javier Redondo Antón, Golsa Sayyar, Alexander Stein, Frank Bastian, Hana Krakovská, Nandakishor Krishnan, Diogo L. Pires, Mohammadreza Satouri, Frederik J. Thomsen, Kausutua Tjikundi, Wajid Ali

Dynamic Games and Applications (2025)

Computational Social Science Health

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Collaborative forecasting of influenza-like illness in Italy: The Influcast experience

Stefania Fiandrino, Andrea Bizzotto, Andrea Guzzetta, Stefano Merler, Federico Baldo, Eugenio Valdano, Alberto Mateo Urdiales, Antonino Bella, Francesco Celino, Lorenzo Zino, Alessandro Rizzo, Yuhan Li, Nicola Perra, Corrado Gioannini, Paolo Milano, Daniela Paolotti, Marco Quaggiotto, Luca Rossi, Ivan Vismara, Alessandro Vespignani, Nicolò Gozzi

Epidemics50, 100819 (2025)

Health

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A statistical modelling approach for determining the cause of reported respiratory syndromes from internet-based participatory surveillance when influenza virus and SARS-CoV-2 are co-circulating

Scott A. McDonald, Albert Jan van Hoek, Daniela Paolotti, Mariette Hooiveld, Adam Meijer, Marit de Lange, , Arianne van Gageldonk-Lafeber, Jacco Wallinga

PLOS Digital Health3(12), e0000655 (2024)

Health

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Real-time estimates of the emergence and dynamics of SARS-CoV-2 variants of concern: A modeling approach

Nicolò Gozzi, Matteo Chinazzi, Jessica T. Davis, Kunpeng Mu, Ana Pastore Y Piontti, Marco Ajelli, Alessandro Vespignani, Nicola Perra

Epidemics 100805 (2024)

Computational Social Science

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Towards a Multilingual System for Vaccine Hesitancy using a Data Mixture Approach

Oscar Araque, María Felipa Ledesma-Corniel, Kyriaki Kalimeri

CLiC-it 2023: 9th Italian Conference on Computational Linguistics (2023)

Data Science Network Science

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An embedding-based distance for temporal graphs

Lorenzo Dall'Amico, Alain Barrat, Ciro Cattuto

Nature Communications15, 9954 (2024)

Sustainable Development

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Bridging the digital divide: mapping Internet connectivity evolution, inequalities, and resilience in six Brazilian citiesgo

Nicolò Gozzi, Niccolò Comini, Nicola Perra

EPJ Data Science13, 69 (2024)

Health

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Modeling the interplay between disease spread, behaviors, and disease perception with a data-driven approach

Alessandro De Gaetano, Alain Barrat, Daniela Paolotti

Mathematical Biosciences378, 109337 (2024)

Computational Social Science Health

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Routes of importation and spatial dynamics of SARS-CoV-2 variants during localized interventions in Chile

Bernardo Gutierrez, Joseph L -H Tsui, Giulia Pullano, Mattia Mazzoli, Karthik Gangavarapu, Rhys P D Inward, Sumali Bajaj, Rosario Evans Pena, Simon Busch-Moreno, Marc A. Suchard, Oliver G. Pybus, Alejandra Dunner, Rodrigo Puentes, Salvador Ayala, Jorge Fernandez, Rafael Araos, Leonardo Adrian Ferres, Vittoria Colizza, Moritz U. G. Kraemer

PNAS Nexus3(11), 483 (2024)

Computational Social Science Health

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Generalized contact matrices allow integrating socioeconomic variables into epidemic models

Adriana Manna, Lorenzo Dall'Amico, Michele Tizzoni, Márton Karsai, Nicola Perra

Science Advances10, 41, (2024)

Health Network Science

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Social interactions of dairy cows and their association with milk yield and somatic cell count

Helen R. Fielding, Matthew J. Silk, Trevelyan J. McKinley, Richard J. Delahay, Jared K. Wilson-Aggarwal, Laetitia Gauvin, Laura Ozella, Ciro Cattuto, Robbie A. McDonald

Applied Animal Behaviour Science279, 106385 (2024)