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Data-driven estimate of SARS-CoV-2 herd immunity threshold in populations with individual contact pattern variations
Dan Lu, Alberto Aleta, Marco Ajelli, Romualdo Pastor-Satorras, Alessandro Vespignani, Yamir Moreno
Digital proximity tracing on empirical contact networks for pandemic control
Giulia Cencetti, Gabriele Santin, Antonio Longa, Emanuele Pigani, Alain Barrat, Ciro Cattuto, Sune Lehmann, Marcel Salathé, Bruno Lepri
Nature Communications12, 1655 (2021)
Infectivity, susceptibility, and risk factors associated with SARS-CoV-2 transmission under intensive contact tracing in Hunan, China
Shixiong Hu, Yan Wang, Maria Litvinova, Kaiwei Luo, Lingshuang Ren, Qianlai Sun, Xinghui Chen, Ge Zeng, Jing Li, Lu Liang, Zhihong Deng, Wen Zheng, Mei Li, Hao Yang, Jinxin Guo, Kai Wang, Xinhua Chen, Ziyan Liu, Han Yan, Huilin Shi, Zhiyuan Chen, Yonghong Zhou, Kaiyuan Sun, Alessandro Vespignani, Cécile Viboud, Lidong Gao, Marco Ajelli, Hongjie Yu
Nature Communications12, 1533 (2021)
WoMG: A Library for Word-of-Mouth Cascades Generation
Federico Cinus, Francesco Bonchi, Corrado Monti, André Panisson
WSDM '21: Proceedings of the 14th ACM International Conference on Web Search and Data Mining 1065–1068 (2021)
Seeding COVID-19 across Sub-Saharan Africa: An Analysis of Reported Importation Events across 49 Countries
Laura A. Skrip, Prashanth Selvaraj, Brittany Hagedorn, Andre Lin Ouédraogo, Navideh Noori, Amanda Orcutt, Dina Mistry, Jamie Bedson, Laurent Hébert-Dufresne, Samuel V. Scarpino, Benjamin M. Althouse
The American Journal of Tropical Medicine and Hygiene104, 5, 1694–1702 (2021)
Homological scaffold via minimal homology bases
Marco Guerra, Alessandro De Gregorio, Ulderico Fugacci, Giovanni Petri, Francesco Vaccarino
Scientific Reports11, 5355 (2021)
Combining Wearable Devices and Mobile Surveys to Study Child and Youth Development in Malawi: Implementation Study of a Multimodal Approach
Onicio Leal Neto, Simon Haenni, John Phuka, Laura Ozella, Daniela Paolotti, Ciro Cattuto, Daniel Robles, Guilherme Lichand
JMIR Public Health and Surveillance7(3), e23154 (2021)
Leveraging insurance customer data to characterize socioeconomic indicators of Swiss municipalities
Lorenzo Donadio, Rossano Schifanella, Claudia R. Binder, Emanuele Massaro
PLoS ONE 16(3), e0246785 (2021)
The echo chamber effect on social media
Matteo Cinelli, Gianmarco De Francisci Morales, Alessandro Galeazzi, Walter Quattrociocchi, Michele Starnini
PNAS118 (9), e2023301118 (2021)
Shortest paths and centrality in uncertain networks
Arkaprava Saha, Ruben Brokkelkamp, Yllka Velaj, Arijit Khan, Francesco Bonchi
Proceedings of the VLDB Endowment14, 7, 1188-1201 (2021)
Mining Dense Subgraphs with Similar Edges
Polina Rozenshtein, Giulia Preti, Aristides Gionis, Yannis Velegrakis
ECML PKDD 2020: Machine Learning and Knowledge Discovery in Databases 20-36 (2021)
Topological limits to the parallel processing capability of network architectures
Giovanni Petri, Sebastian Musslick, Biswadip Dey, Kayhan Özcimder, David Turner, Nesreen K. Ahmed, Theodore L. Willke, Jonathan D. Cohen
Nature Physics17, 646–651 (2021)
Time to evaluate COVID-19 contact-tracing apps
Vittoria Colizza, Eva Grill, Rafael Mikolajczyk, Ciro Cattuto, Adam Kucharski, Steven Riley, Michelle Kendall, Katrina Lythgoe, David Bonsall, Chris Wymant, Lucie Abeler-Dörner, Luca Ferretti, Christophe Fraser
Nature Medicine27, 361–362 (2021)
Role of time scale in the spreading of asymmetrically interacting diseases
Paulo Cesar Ventura, Yamir Moreno, Francisco Aparecido Rodrigues
Physical Review Research3(1), 013146 (2021)
Phase transitions and stability of dynamical processes on hypergraphs
Guilherme Ferraz de Arruda, Michele Tizzani, Yamir Moreno
Communications Physics4, 24 (2021)
No echo in the chambers of political interactions on Reddit
Gianmarco De Francisci Morales, Corrado Monti, Michele Starnini
Scientific Reports11, 2818 (2021)
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
Mirco Nanni, Gennady Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, Janos Kertesz, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenc Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Ethics and Information Technology23, 1-6 (2021)
Unique superdiffusion induced by directionality in multiplex networks
Xiangrong Wang, Alejandro Tejedor, Yi Wang, Yamir Moreno
New Journal of Physics23, 013016 (2021)
Emergence of Polarized Ideological Opinions in Multidimensional Topic Spaces
Fabian Baumann, Philippe Lorenz-Spreen, Igor M. Sokolov, Michele Starnini
Physical Review X11, 011012 (2021)
Transmission heterogeneities, kinetics, and controllability of SARS-CoV-2
Kaiyuan Sun, Wei Huang, Lidong Gao, Yan Wang, Kaiwei Luo, Lingshuang Ren, Zhifei Zhan, Xinghui Chen, Shanlu Zhao, Yiwei Huang, Qianlai Sun, Ziyan Liu, Maria Litvinova, Alessandro Vespignani, Marco Ajelli, Cécile Viboud, Hongjie Yu
Science371, 6526, (2021)
Inferring high-resolution human mixing patterns for disease modeling
Dina Mistry, Maria Litvinova, Ana Pastore Y Piontti, Matteo Chinazzi, Laura Fumanelli, Marcelo F. C. Gomes, Syed A. Haque, Quan-Hui Liu, Kunpeng Mu, Xinyue Xiong, M. Elizabeth Halloran, Ira M. Longini Jr, Stefano Merler, Marco Ajelli, Alessandro Vespignani
Nature Communications12, 323 (2021)
Patterns of Routes of Administration and Drug Tampering for Nonmedical Opioid Consumption: Data Mining and Content Analysis of Reddit Discussions
Duilio Balsamo, Paolo Bajardi, Alberto Salomone, Rossano Schifanella
Journal of Medical Internet Research23(1), e21212 (2021)
Evolutionary dynamics of higher-order interactions in social networks
Unai Alvarez-Rodriguez, Federico Battiston, Guilherme Ferraz de Arruda, Yamir Moreno, Matjaž Perc, Vito Latora
Nature Human Behaviour5, 586–595 (2021)
The COVID-19 outbreak in Sichuan, China: Epidemiology and impact of interventions
Quan-Hui Liu, Ana I. Bento, Kexin Yang, Hang Zhang, Xiaohan Yang, Stefano Merler, Alessandro Vespignani, Jiancheng Lv, Hongjie Yu, Wei Zhang, Tao Zhou, Marco Ajelli
PLoS Computational Biology16(12), e1008467 (2020)