Publications. |
Preprints.
An embedding-based distance for temporal graphs
Lorenzo Dall'Amico, Alain Barrat, Ciro Cattuto
Flow of temporal network properties under local aggregation and time shuffling: a tool for characterizing, comparing and classifying temporal networks
Didier Le Bail, Mathieu Génois, Alain Barrat
Social inequalities that matter for contact patterns, vaccination, and the spread of epidemics
Adriana Manna, Júlia Koltai, Márton Karsai
When Dialects Collide: How Socioeconomic Mixing Affects Language Use
Thomas Louf, José J. Ramasco, David Sánchez, Márton Karsai
Temporal network compression via network hashing
Rémi Vaudaine, Pierre Borgnat, Paulo Goncalves, Rémi Gribonval, Márton Karsai
Monitoring behavioural responses during pandemic via reconstructed contact matrices from online and representative surveys
Júlia Koltai, Orsolya Vásárhelyi, Gergely Röst, Márton Karsai, arXiv:2102.09021
Lorenzo Dall'Amico, Alain Barrat, Ciro Cattuto
Flow of temporal network properties under local aggregation and time shuffling: a tool for characterizing, comparing and classifying temporal networks
Didier Le Bail, Mathieu Génois, Alain Barrat
Social inequalities that matter for contact patterns, vaccination, and the spread of epidemics
Adriana Manna, Júlia Koltai, Márton Karsai
When Dialects Collide: How Socioeconomic Mixing Affects Language Use
Thomas Louf, José J. Ramasco, David Sánchez, Márton Karsai
Temporal network compression via network hashing
Rémi Vaudaine, Pierre Borgnat, Paulo Goncalves, Rémi Gribonval, Márton Karsai
Monitoring behavioural responses during pandemic via reconstructed contact matrices from online and representative surveys
Júlia Koltai, Orsolya Vásárhelyi, Gergely Röst, Márton Karsai, arXiv:2102.09021
2024.
Preserving system activity while controlling epidemic spreading in adaptive temporal networks
Marco Mancastroppa, Alessandro Vezzani, Vittoria Colizza, Raffaella Burioni, Phys. Rev. Research 6, 033159 (2024)
The temporal dynamics of group interactions in higher-order social networks
Iacopo Iacopini, Márton Karsai, Alain Barrat, Nat. Commun. 15, 7391 (2024)
The structural evolution of temporal hypergraphs through the lens of hyper-cores
Marco Mancastroppa, Iacopo Iacopini, Giovanni Petri, Alain Barrat, EPJ Data Science 13:50 (2024)
Infection patterns in simple and complex contagion processes on networks
Diego Andrés Contreras, Giulia Cencetti, Alain Barrat, PLOS Comput Biol 20:e1012206 (2024)
Detecting periodic time scales in temporal networks
Elsa Andres, Alain Barrat, Márton Karsai, J. Complex Networks 12, cnae004 (2024)
Marco Mancastroppa, Alessandro Vezzani, Vittoria Colizza, Raffaella Burioni, Phys. Rev. Research 6, 033159 (2024)
The temporal dynamics of group interactions in higher-order social networks
Iacopo Iacopini, Márton Karsai, Alain Barrat, Nat. Commun. 15, 7391 (2024)
The structural evolution of temporal hypergraphs through the lens of hyper-cores
Marco Mancastroppa, Iacopo Iacopini, Giovanni Petri, Alain Barrat, EPJ Data Science 13:50 (2024)
Infection patterns in simple and complex contagion processes on networks
Diego Andrés Contreras, Giulia Cencetti, Alain Barrat, PLOS Comput Biol 20:e1012206 (2024)
Detecting periodic time scales in temporal networks
Elsa Andres, Alain Barrat, Márton Karsai, J. Complex Networks 12, cnae004 (2024)
2023.
Real-time estimation of the effective reproduction number of COVID-19 from behavioral data
Eszter Bokányi, Zsolt Vizi, Júlia Koltai, Gergely Röst & Márton Karsai, Scientific Reports 13, 21452 (2023)
Hyper-cores promote localization and efficient seeding in higher-order processes
Marco Mancastroppa, Iacopo Iacopini, Giovanni Petri, Alain Barrat, Nat Commun 14, 6223 (2023)
Distinguishing simple and complex contagion processes on networks
Giulia Cencetti, Diego Andrés Contreras, Marco Mancastroppa, Alain Barrat, Phys. Rev. Lett. 130, 247401 (2023)
Simplicially driven simple contagion
Maxime Lucas, Iacopo Iacopini, Thomas Robiglio, Alain Barrat, Giovanni Petri, Phys. Rev. Research 5, 013201 (2023)
Contact networks have small metric backbones that maintain community structure and are primary transmission subgraphs
Rion Brattig Correia, Alain Barrat, Luis M Rocha, PLoS Comput Biol 19(2): e1010854 (2023)
Minimizing school disruption under high incidence conditions due to the Omicron variant in France, Switzerland, Italy, in January 2022
Elisabetta Colosi, Giulia Bassignana, Alain Barrat, Bruno Lina, Philippe Vanhems, Julia Bielicki, Vittoria Colizza, Euro Surveill. 2023;28(5):pii=2200192
Modeling framework unifying contact and social networks
Didier Le Bail, Mathieu Génois, Alain Barrat, Phys. Rev. E 107,024301 (2023)
Inferring cell cycle phases from a partially temporal network of protein interactions
Maxime Lucas, Arthur Morris, Alex Townsend-Teague, Laurent Tichit, Bianca H Habermann, Alain Barrat, Cell Report Methods 3,100397 (2023)
Eszter Bokányi, Zsolt Vizi, Júlia Koltai, Gergely Röst & Márton Karsai, Scientific Reports 13, 21452 (2023)
Hyper-cores promote localization and efficient seeding in higher-order processes
Marco Mancastroppa, Iacopo Iacopini, Giovanni Petri, Alain Barrat, Nat Commun 14, 6223 (2023)
Distinguishing simple and complex contagion processes on networks
Giulia Cencetti, Diego Andrés Contreras, Marco Mancastroppa, Alain Barrat, Phys. Rev. Lett. 130, 247401 (2023)
Simplicially driven simple contagion
Maxime Lucas, Iacopo Iacopini, Thomas Robiglio, Alain Barrat, Giovanni Petri, Phys. Rev. Research 5, 013201 (2023)
Contact networks have small metric backbones that maintain community structure and are primary transmission subgraphs
Rion Brattig Correia, Alain Barrat, Luis M Rocha, PLoS Comput Biol 19(2): e1010854 (2023)
Minimizing school disruption under high incidence conditions due to the Omicron variant in France, Switzerland, Italy, in January 2022
Elisabetta Colosi, Giulia Bassignana, Alain Barrat, Bruno Lina, Philippe Vanhems, Julia Bielicki, Vittoria Colizza, Euro Surveill. 2023;28(5):pii=2200192
Modeling framework unifying contact and social networks
Didier Le Bail, Mathieu Génois, Alain Barrat, Phys. Rev. E 107,024301 (2023)
Inferring cell cycle phases from a partially temporal network of protein interactions
Maxime Lucas, Arthur Morris, Alex Townsend-Teague, Laurent Tichit, Bianca H Habermann, Alain Barrat, Cell Report Methods 3,100397 (2023)
2022.
Socioeconomic biases in urban mixing patterns of US metropolitan
Rafiazka Millanida Hilman, Gerardo Iñiguez and Márton Karsai, EPJ Data Sci. 11: 32 (2022)
Longitudinal data collection to follow social network and language development dynamics at preschool
Sicheng Dai, Hélène Bouchet, Márton Karsai, Jean-Pierre Chevrot, Eric Fleury, Aurélie Nardy, Scientific Data 9:777 (2022)
Measuring the effects of repeated and diversified influence mechanism for information adoption on Twitter
Jaqueline Faria de Oliveira, Humberto Torres Marques-Neto, Márton Karsai, Social Network Analysis and Mining 12: 16 (2022)
Randomized reference models for temporal networks.
L. Gauvin, M. Génois, M. Karsai, M. Kivelä, T. Takaguchi, E. Valdano, C.L. Vestergaard, SIAM Review 64, 4 (2022)
Impact of contact data resolution on the evaluation of interventions in mathematical models of infectious diseases
Diego A Contreras, Elisabetta Colosi, Giulia Bassignana, Vittoria Colizza, Alain Barrat, J. R. Soc. Interface 19:20220164 (2022)
The temporal rich club phenomenon
Nicola Pedreschi, Demian Battaglia, Alain Barrat, Nature Physics 18:931 (2022)
Directed percolation in temporal networks
Arash Badie-Modiri, Abbas K. Rizi, Márton Karsai, and Mikko Kivelä, Phys. Rev. Research 4, L022047 (2022)
Directed percolation in random temporal network models with heterogeneities
Arash Badie-Modiri, Abbas K. Rizi, Márton Karsai, and Mikko Kivelä, Phys. Rev. E 105, 054313 (2022)
Screening and vaccination against COVID-19 to minimise school closure: a modelling study
Elisabetta Colosi, Giulia Bassignana, Diego A Contreras, Canelle Poirier, Pierre-Yves Boelle, Simon Cauchemez, Yazdan Yazdanpanah, Bruno Lina, Arnaud Fontanet, Alain Barrat, Vittoria Colizza, Lancet Infect Dis 22:977 (2022)
Transition from simple to complex contagion in collective decision-making
Nikolaj Horsevad, David Mateo, Robert E. Kooij, Alain Barrat, Roland Bouffanais, Nature Communications 13:1442 (2022)
Group interactions modulate critical mass dynamics in social convention
Iacopo Iacopini, Giovanni Petri, Andrea Baronchelli, Alain Barrat, Communications Physics 5:64 (2022)
Influential groups for seeding and sustaining hypergraph contagions
Guillaume St-Onge, Iacopo Iacopini, Vito Latora, Alain Barrat, Giovanni Petri, Antoine Allard, Laurent Hébert-Dufresne, Communications Physics 5:25 (2022)
Socioeconomic biases in urban mixing patterns of US metropolitan
Rafiazka Millanida Hilman, Gerardo Iñiguez and Márton Karsai, EPJ Data Sci. 11: 32 (2022)
Longitudinal data collection to follow social network and language development dynamics at preschool
Sicheng Dai, Hélène Bouchet, Márton Karsai, Jean-Pierre Chevrot, Eric Fleury, Aurélie Nardy, Scientific Data 9:777 (2022)
Measuring the effects of repeated and diversified influence mechanism for information adoption on Twitter
Jaqueline Faria de Oliveira, Humberto Torres Marques-Neto, Márton Karsai, Social Network Analysis and Mining 12: 16 (2022)
Randomized reference models for temporal networks.
L. Gauvin, M. Génois, M. Karsai, M. Kivelä, T. Takaguchi, E. Valdano, C.L. Vestergaard, SIAM Review 64, 4 (2022)
Impact of contact data resolution on the evaluation of interventions in mathematical models of infectious diseases
Diego A Contreras, Elisabetta Colosi, Giulia Bassignana, Vittoria Colizza, Alain Barrat, J. R. Soc. Interface 19:20220164 (2022)
The temporal rich club phenomenon
Nicola Pedreschi, Demian Battaglia, Alain Barrat, Nature Physics 18:931 (2022)
Directed percolation in temporal networks
Arash Badie-Modiri, Abbas K. Rizi, Márton Karsai, and Mikko Kivelä, Phys. Rev. Research 4, L022047 (2022)
Directed percolation in random temporal network models with heterogeneities
Arash Badie-Modiri, Abbas K. Rizi, Márton Karsai, and Mikko Kivelä, Phys. Rev. E 105, 054313 (2022)
Screening and vaccination against COVID-19 to minimise school closure: a modelling study
Elisabetta Colosi, Giulia Bassignana, Diego A Contreras, Canelle Poirier, Pierre-Yves Boelle, Simon Cauchemez, Yazdan Yazdanpanah, Bruno Lina, Arnaud Fontanet, Alain Barrat, Vittoria Colizza, Lancet Infect Dis 22:977 (2022)
Transition from simple to complex contagion in collective decision-making
Nikolaj Horsevad, David Mateo, Robert E. Kooij, Alain Barrat, Roland Bouffanais, Nature Communications 13:1442 (2022)
Group interactions modulate critical mass dynamics in social convention
Iacopo Iacopini, Giovanni Petri, Andrea Baronchelli, Alain Barrat, Communications Physics 5:64 (2022)
Influential groups for seeding and sustaining hypergraph contagions
Guillaume St-Onge, Iacopo Iacopini, Vito Latora, Alain Barrat, Giovanni Petri, Antoine Allard, Laurent Hébert-Dufresne, Communications Physics 5:25 (2022)
2021.
Adherence and sustainability of interventions informing optimal control against the COVID-19 pandemic
L Di Domenico, CE Sabbatini, PY Boëlle, C Poletto, P Crépey, J Paireau, S Cauchemez, F Beck, H Noel, D Levy-Bruhl, V Colizza, Communications Medicine 1, 57 (2021)
Impact of January 2021 curfew measures on SARS-CoV-2 B.1.1.7 circulation in France
L Di Domenico, CE Sabbatini, G Pullano, D Lévy-Bruhl, V Colizza, Eurosurveillance 26, 2100272 (2021)
Projecting the COVID-19 epidemic risk in France for the summer 2021
M Mazzoli, E Valdano, V Colizza, Journal of Travel Medicine 28, taab129 (2021)
Highlighting socio-economic constraints on mobility reductions during COVID-19 restrictions in France can inform effective and equitable pandemic response
E Valdano, J Lee, S Bansal, S Rubrichi, V Colizza, Journal of Travel Medicine 28, taab045 (2021)
From temporal network data to the dynamics of social relationships
Valeria Gelardi, Didier Le Bail, Alain Barrat, Nicolas Claidière, Proc. Roy. Soc. B 288:20211164 (2021)
Variational Graph Autoencoders for Multiview Canonical Correlation Analysis,
Y Kaloga, P Borgnat, SP Chepuri, P Abry, A Habrard, Signal Processing, 108182, 2021
Building surrogate temporal network data from observed backbones
Charley Presigny, Petter Holme, Alain Barrat, Phys. Rev. E 103, 052304 (2021)
Effect of manual and digital contact tracing on COVID-19 outbreaks: a study on empirical contact data
Alain Barrat, Ciro Cattuto, Mikko Kivelä, Sune Lehmann, Jari Saramäki, J. Roy. Soc. Interface 18:20201000 (2021)
Predicting partially observed processes on temporal networks by Dynamics-Aware Node Embeddings (DyANE)
K. Sato, M. Oka, A. Barrat, C. Cattuto, EPJ Data Science 10:22 (2021)
On the Dual Nature of Adoption Processes in Complex Networks
Iacopo Iacopini and Vito Latora, Frontiers in Physics 9:109 (2021)
Modelling safe protocols for reopening schools during the COVID-19 pandemic in France
Laura Di Domenico, Giulia Pullano, Chiara E. Sabbatini, Pierre-Yves Boëlle & Vittoria Colizza, Nature Communications volume 12: 1073 (2021)
The switching mechanisms of social network densification
Teruyoshi Kobayashi, Mathieu Génois, Scientific Reports 11: 3160 (2021)
Anatomy of digital contact tracing: role of age, transmission setting, adoption and case detection
Jesús A. Moreno López, Beatriz Arregui García, Piotr Bentkowski, Livio Bioglio, Francesco Pinotti, Pierre-Yves Boëlle, Alain Barrat, Vittoria Colizza, Chiara Poletto, Science Advances 7:eabd8750 (2021)
Digital Proximity Tracing in the COVID-19 Pandemic on Empirical Contact Networks
Giulia Cencetti, Gabriele Santin, Antonio Longa, Emanuele Pigani, Alain Barrat, Ciro Cattuto, Sune Lehmann, Marcel Salathé, Bruno Lepri, Nature Communications 12:1655 (2021)
Dynamics of cascades on burstiness-controlled temporal networks
Samuel Unicomb, Gerardo Iñiguez, James P. Gleeson, Márton Karsai, Nature Communications 12: 133 (2021)
Underdetection of cases of COVID-19 in France threatens epidemic control
Giulia Pullano, Laura Di Domenico, Chiara E. Sabbatini, Eugenio Valdano, Clément Turbelin, Marion Debin, Caroline Guerrisi, Charly Kengne-Kuetche, Cécile Souty, Thomas Hanslik, Thierry Blanchon, Pierre-Yves Boëlle, Julie Figoni, Sophie Vaux, Christine Campèse, Sibylle Bernard-Stoecklin & Vittoria Colizza, Nature 590, 134–139(2021)
Temporal properties of higher-order interactions in social networks
G. Cencetti, F. Battiston, B. Lepri, M. Karsai, Scientific Reports (Nature) 11, 1 (2021)
L Di Domenico, CE Sabbatini, PY Boëlle, C Poletto, P Crépey, J Paireau, S Cauchemez, F Beck, H Noel, D Levy-Bruhl, V Colizza, Communications Medicine 1, 57 (2021)
Impact of January 2021 curfew measures on SARS-CoV-2 B.1.1.7 circulation in France
L Di Domenico, CE Sabbatini, G Pullano, D Lévy-Bruhl, V Colizza, Eurosurveillance 26, 2100272 (2021)
Projecting the COVID-19 epidemic risk in France for the summer 2021
M Mazzoli, E Valdano, V Colizza, Journal of Travel Medicine 28, taab129 (2021)
Highlighting socio-economic constraints on mobility reductions during COVID-19 restrictions in France can inform effective and equitable pandemic response
E Valdano, J Lee, S Bansal, S Rubrichi, V Colizza, Journal of Travel Medicine 28, taab045 (2021)
From temporal network data to the dynamics of social relationships
Valeria Gelardi, Didier Le Bail, Alain Barrat, Nicolas Claidière, Proc. Roy. Soc. B 288:20211164 (2021)
Variational Graph Autoencoders for Multiview Canonical Correlation Analysis,
Y Kaloga, P Borgnat, SP Chepuri, P Abry, A Habrard, Signal Processing, 108182, 2021
Building surrogate temporal network data from observed backbones
Charley Presigny, Petter Holme, Alain Barrat, Phys. Rev. E 103, 052304 (2021)
Effect of manual and digital contact tracing on COVID-19 outbreaks: a study on empirical contact data
Alain Barrat, Ciro Cattuto, Mikko Kivelä, Sune Lehmann, Jari Saramäki, J. Roy. Soc. Interface 18:20201000 (2021)
Predicting partially observed processes on temporal networks by Dynamics-Aware Node Embeddings (DyANE)
K. Sato, M. Oka, A. Barrat, C. Cattuto, EPJ Data Science 10:22 (2021)
On the Dual Nature of Adoption Processes in Complex Networks
Iacopo Iacopini and Vito Latora, Frontiers in Physics 9:109 (2021)
Modelling safe protocols for reopening schools during the COVID-19 pandemic in France
Laura Di Domenico, Giulia Pullano, Chiara E. Sabbatini, Pierre-Yves Boëlle & Vittoria Colizza, Nature Communications volume 12: 1073 (2021)
The switching mechanisms of social network densification
Teruyoshi Kobayashi, Mathieu Génois, Scientific Reports 11: 3160 (2021)
Anatomy of digital contact tracing: role of age, transmission setting, adoption and case detection
Jesús A. Moreno López, Beatriz Arregui García, Piotr Bentkowski, Livio Bioglio, Francesco Pinotti, Pierre-Yves Boëlle, Alain Barrat, Vittoria Colizza, Chiara Poletto, Science Advances 7:eabd8750 (2021)
Digital Proximity Tracing in the COVID-19 Pandemic on Empirical Contact Networks
Giulia Cencetti, Gabriele Santin, Antonio Longa, Emanuele Pigani, Alain Barrat, Ciro Cattuto, Sune Lehmann, Marcel Salathé, Bruno Lepri, Nature Communications 12:1655 (2021)
Dynamics of cascades on burstiness-controlled temporal networks
Samuel Unicomb, Gerardo Iñiguez, James P. Gleeson, Márton Karsai, Nature Communications 12: 133 (2021)
Underdetection of cases of COVID-19 in France threatens epidemic control
Giulia Pullano, Laura Di Domenico, Chiara E. Sabbatini, Eugenio Valdano, Clément Turbelin, Marion Debin, Caroline Guerrisi, Charly Kengne-Kuetche, Cécile Souty, Thomas Hanslik, Thierry Blanchon, Pierre-Yves Boëlle, Julie Figoni, Sophie Vaux, Christine Campèse, Sibylle Bernard-Stoecklin & Vittoria Colizza, Nature 590, 134–139(2021)
Temporal properties of higher-order interactions in social networks
G. Cencetti, F. Battiston, B. Lepri, M. Karsai, Scientific Reports (Nature) 11, 1 (2021)
2020.
Two types of densification scaling in the evolution of temporal networks
Teruyoshi Kobayashi, Mathieu Génois, Phys Rev E 102, 052302 (2020)
Information Adoption via Repeated or Diversified Social Influence on Twitter
Jaqueline Faria de Oliveira; Humberto Torres Marques-Neto; Márton Karsai, 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), The Hague, Netherlands, 2020, pp. 237-241.
Temporal social network reconstruction using wireless proximity sensors: model selection and consequences
Sicheng Dai, Hélène Bouchet, Aurélie Nardy, Eric Fleury, Jean-Pierre Chevrot and Márton Karsai, EPJ Data Sci. (2020) 9: 19
Span-core Decomposition for Temporal Networks: Algorithms and Applications.
E. Galimberti, M. Ciaperoni, A. Barrat, F. Bonchi, C. Cattuto, F. Gullo, ACM Transactions on Knowledge Discovery from Data 15(1):2 (2020)
Dynamic core periphery structure of information sharing networks in entorhinal cortex and hippocampus.
N. Pedreschi, C. Bernard, W. Clawson, P. Quilichini, A. Barrat, D. Battaglia, Network Neuroscience 4:946 (2020)
Relevance of temporal cores for epidemic spread in temporal networks
Martino Ciaperoni, Edoardo Galimberti, Francesco Bonchi, Ciro Cattuto, Francesco Gullo, Alain Barrat, Sci Rep 10:12529 (2020)
weg2vec: Event embedding for temporal networks
M Torricelli, M Karsai, L Gauvin, Sci Rep 10:7164 (2020)
Measuring social networks in primates: wearable sensors vs. direct observations
V. Gelardi, J. Godard, D. Paleressompoulle, N. Claidière, A. Barrat, Proc. R. Soc. A 476:20190737 (2020)
Tracing and analysis of 288 early SARS-CoV-2 infections outside China: A modeling study
F Pinotti, L Di Domenico, E Ortega, M Mancastroppa, G Pullano, E Valdano, P-Y Boelle, C Poletto, V Colizza, PLOS Medicine 17(7): e1003193 (2020)
Impact of lockdown on COVID-19 epidemic in Île-de-France and possible exit strategies
Laura Di Domenico, Giulia Pullano, Chiara E. Sabbatini, Pierre-Yves Boëlle & Vittoria Colizza, BMC Medicine 18: 240 (2020)
Preparedness and vulnerability of African countries against importations of COVID-19: a modelling study
M Gilbert, G Pullano, F Pinotti, E Valdano, C Poletto, PY Boelle, E D'Ortenzio, Y Yazdanpanah, SP Eholie, M Altmann, B Gutierrez, M U. G. Kraemer, V Colizza, The Lancet S0140-6736(20)30411-6 (2020)
Novel coronavirus (2019-nCoV) early-stage importation risk to Europe, January 2020
G Pullano, F Pinotti, E Valdano, P-Y Boëlle, C Poletto, V Colizza, Euro Surveill. 2020;25(4):pii=2000057
Interpretable socioeconomic status inference from aerial imagery through urban patterns
J. Levy Abitbol, M. Karsai, Nature Machine Intelligence, 2, 684–692 (2020)
Efficient limited time reachability estimation in temporal networks
A. B. Modiri, M. Karsai, M. Kivelä, Physical Review E, 101, 052303 (2020)
Teruyoshi Kobayashi, Mathieu Génois, Phys Rev E 102, 052302 (2020)
Information Adoption via Repeated or Diversified Social Influence on Twitter
Jaqueline Faria de Oliveira; Humberto Torres Marques-Neto; Márton Karsai, 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), The Hague, Netherlands, 2020, pp. 237-241.
Temporal social network reconstruction using wireless proximity sensors: model selection and consequences
Sicheng Dai, Hélène Bouchet, Aurélie Nardy, Eric Fleury, Jean-Pierre Chevrot and Márton Karsai, EPJ Data Sci. (2020) 9: 19
Span-core Decomposition for Temporal Networks: Algorithms and Applications.
E. Galimberti, M. Ciaperoni, A. Barrat, F. Bonchi, C. Cattuto, F. Gullo, ACM Transactions on Knowledge Discovery from Data 15(1):2 (2020)
Dynamic core periphery structure of information sharing networks in entorhinal cortex and hippocampus.
N. Pedreschi, C. Bernard, W. Clawson, P. Quilichini, A. Barrat, D. Battaglia, Network Neuroscience 4:946 (2020)
Relevance of temporal cores for epidemic spread in temporal networks
Martino Ciaperoni, Edoardo Galimberti, Francesco Bonchi, Ciro Cattuto, Francesco Gullo, Alain Barrat, Sci Rep 10:12529 (2020)
weg2vec: Event embedding for temporal networks
M Torricelli, M Karsai, L Gauvin, Sci Rep 10:7164 (2020)
Measuring social networks in primates: wearable sensors vs. direct observations
V. Gelardi, J. Godard, D. Paleressompoulle, N. Claidière, A. Barrat, Proc. R. Soc. A 476:20190737 (2020)
Tracing and analysis of 288 early SARS-CoV-2 infections outside China: A modeling study
F Pinotti, L Di Domenico, E Ortega, M Mancastroppa, G Pullano, E Valdano, P-Y Boelle, C Poletto, V Colizza, PLOS Medicine 17(7): e1003193 (2020)
Impact of lockdown on COVID-19 epidemic in Île-de-France and possible exit strategies
Laura Di Domenico, Giulia Pullano, Chiara E. Sabbatini, Pierre-Yves Boëlle & Vittoria Colizza, BMC Medicine 18: 240 (2020)
Preparedness and vulnerability of African countries against importations of COVID-19: a modelling study
M Gilbert, G Pullano, F Pinotti, E Valdano, C Poletto, PY Boelle, E D'Ortenzio, Y Yazdanpanah, SP Eholie, M Altmann, B Gutierrez, M U. G. Kraemer, V Colizza, The Lancet S0140-6736(20)30411-6 (2020)
Novel coronavirus (2019-nCoV) early-stage importation risk to Europe, January 2020
G Pullano, F Pinotti, E Valdano, P-Y Boëlle, C Poletto, V Colizza, Euro Surveill. 2020;25(4):pii=2000057
Interpretable socioeconomic status inference from aerial imagery through urban patterns
J. Levy Abitbol, M. Karsai, Nature Machine Intelligence, 2, 684–692 (2020)
Efficient limited time reachability estimation in temporal networks
A. B. Modiri, M. Karsai, M. Kivelä, Physical Review E, 101, 052303 (2020)
Publications from the partners in preparation to DATAREDUX.
Joint embedding of structure and features via graph convolutional networks
S. Lerique, J. Levy Abitbol and M. Karsai, Applied Network Science 5: 5 (2020)
Simplicial models of social contagion.
I. Iacopini, G. Petri, A. Barrat, V. Latora, Nature Communications 10:2485 (2019)
The structured backbone of temporal social ties.
T Kobayashi, T Takaguchi, A Barrat, Nature Communications 10:220 (2019)
Reentrant phase transitions in threshold driven contagion on multiplex networks.
S. Unicomb, G. Iñiguez, J. Kertész, and M. Karsai, Phys. Rev. E 100, 040301(R) (2019)
Disease persistence on temporal contact networks accounting for heterogeneous infectious periods.
A Darbon, D Colombi, E Valdano, L Savini, A Giovannini, V Colizza, Royal Society Open Science 6, 181404 (2019)
Link transmission centrality in large-scale social networks.
Q. Zhang, M. Karsai, A. Vespignani, EPJ Data Science 7, 33 (2018)
Mining (maximal) span-cores from temporal networks.
E. Galimberti, A. Barrat, F. Bonchi, C. Cattuto, F. Gullo, Proceedings of CIKM2018 (2018)
Estimating the outcome of spreading processes on networks with incomplete information: A dimensionality reduction approach.
A. Sapienza, A. Barrat, C. Cattuto, L. Gauvin, Phys. Rev. E 98, 012317 (2018)
Simplcial activity driven model.
G Petri, A Barrat, Phys. Rev. Lett. 121, 228301 (2018)
Epidemic threshold in continuous-time evolving networks.
E Valdano, M Re Fiorentin, C Poletto, and V Colizza, Phys. Rev. Lett. 120, 068302 (2018)
Network-based assessment of the vulnerability of Italian regions to bovine brucellosis.
A Darbon, E Valdano, C Poletto, A Giovannini, L Savini, L Candeloro, V Colizza, Preventive Veterinary Medicine 158, 25 (2018)
S. Lerique, J. Levy Abitbol and M. Karsai, Applied Network Science 5: 5 (2020)
Simplicial models of social contagion.
I. Iacopini, G. Petri, A. Barrat, V. Latora, Nature Communications 10:2485 (2019)
The structured backbone of temporal social ties.
T Kobayashi, T Takaguchi, A Barrat, Nature Communications 10:220 (2019)
Reentrant phase transitions in threshold driven contagion on multiplex networks.
S. Unicomb, G. Iñiguez, J. Kertész, and M. Karsai, Phys. Rev. E 100, 040301(R) (2019)
Disease persistence on temporal contact networks accounting for heterogeneous infectious periods.
A Darbon, D Colombi, E Valdano, L Savini, A Giovannini, V Colizza, Royal Society Open Science 6, 181404 (2019)
Link transmission centrality in large-scale social networks.
Q. Zhang, M. Karsai, A. Vespignani, EPJ Data Science 7, 33 (2018)
Mining (maximal) span-cores from temporal networks.
E. Galimberti, A. Barrat, F. Bonchi, C. Cattuto, F. Gullo, Proceedings of CIKM2018 (2018)
Estimating the outcome of spreading processes on networks with incomplete information: A dimensionality reduction approach.
A. Sapienza, A. Barrat, C. Cattuto, L. Gauvin, Phys. Rev. E 98, 012317 (2018)
Simplcial activity driven model.
G Petri, A Barrat, Phys. Rev. Lett. 121, 228301 (2018)
Epidemic threshold in continuous-time evolving networks.
E Valdano, M Re Fiorentin, C Poletto, and V Colizza, Phys. Rev. Lett. 120, 068302 (2018)
Network-based assessment of the vulnerability of Italian regions to bovine brucellosis.
A Darbon, E Valdano, C Poletto, A Giovannini, L Savini, L Candeloro, V Colizza, Preventive Veterinary Medicine 158, 25 (2018)
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