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A computational framework for modeling and studying pertussis epidemiology and vaccination
Paolo Castagno, Simone Pernice, Gianni Ghetti, Massimiliano Povero, Lorenzo Prandelli, Daniela Paolotti, Gianfranco Balbo, Matteo Sereno, Marco Beccuti
BMC Bioinformatics21(8), 344 (2020)
Social Media and Open Data to Quantify the Effects of Noise on Health
Luis Gasco, Rossano Schifanella, Luca Maria Aiello, Daniele Quercia, Cesar Asensio, Guillermo de Arcas
Frontiers in Sustainable Cities2(41), (2020)
New and atypical combinations: An assessment of novelty and interdisciplinarity
Magda Fontana, Martina Iori, Fabio Montobbio, Roberta Sinatra
Research Policy49(7), 104063 (2020)
Flocking-enhanced social contagion
Demian Levis, Albert Dìaz-Guilera, Ignacio Pagonabarraga, Michele Starnini
Physical Review Research2(3), (2020)
Disease and information spreading at different speeds in multiplex networks
Fátima Velásquez-Rojas, Paulo Cesar Ventura, Colm Connaughton, Yamir Moreno, Francisco Aparecido Rodrigues, Federico Vazquez
Physical Review E102(2), 022312 (2020)
Learning Opinion Dynamics From Social Traces
Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi
KDD '20: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining 764–773 (2020)
Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models
Dianbo Liu, Leonardo Clemente, Canelle Poirier, Xiyu Ding, Matteo Chinazzi, Jessica T. Davis, Alessandro Vespignani, Mauricio Santillana
Journal of medical Internet research22(8), e20285 (2020)
Notable Site Recognition using Deep Learning on Mobile and Crowd-sourced Imagery
Jimin Tan, Anastasios Noulas, Diego Sáez, Rossano Schifanella
2020 21st IEEE International Conference on Mobile Data Management (MDM) (2020)
Modelling the impact of testing, contact tracing and household quarantine on second waves of COVID-19
Alberto Aleta, David Martín-Corral, Ana Pastore Y Piontti, Marco Ajelli, Maria Litvinova, Matteo Chinazzi, Natalie E. Dean, M. Elizabeth Halloran, Ira M. Longini Jr, Stefano Merler, Alex Pentland, Alessandro Vespignani, Esteban Moro, Yamir Moreno
Nature Human Behaviour4, 964–971 (2020)
X2R2: a tool for explainable and explorative reidentification risk analysis
Tom Rolandus Hagedoorn, Raj Kumar Pan, Francesco Bonchi
Proceedings of the VLDB Endowment - ACM Digital Library13(12), 2929-2932 (2020)
Behavioural patterns behind the demise of the commons across different cultures
Marko Jusup, Felipe Cardoso-Maciel, Carlos Gracia-Lázaro, C. Liu, Zhen Wang, Yamir Moreno
Royal Society Open Science7(7), (2020)
Relevance of temporal cores for epidemic spread in temporal networks
Martino Ciaperoni, Edoardo Galimberti, Francesco Bonchi, Ciro Cattuto, Francesco Gullo, Alain Barrat
Scientific Reports10, 12529 (2020)
Aharonov-Bohm Phase is Locally Generated Like All Other Quantum Phases
Chiara Marletto, Vlatko Vedral
Physical Review Letters125(4), 040401 (2020)
Latent Poisson models for networks with heterogeneous density
Tiago De Paula Peixoto
Physical Review E102, 012309 (2020)
Data-driven contact structures: From homogeneous mixing to multilayer networks
Alberto Aleta, Guilherme Ferraz de Arruda, Yamir Moreno
Plos Computational Biology16(7), e1008035 (2020)
Merge-split Markov chain Monte Carlo for community detection
Tiago De Paula Peixoto
Phyisical Review E102, 012305 (2020)
Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning
Alberto Maria Metelli, Flavio Mazzolini, Lorenzo Bisi, Luca Sabbioni, Marcello Restelli
Proceedings of the 37th International Conference on Machine Learning119, 6862-6873 (2020)
Artificial Intelligence and Concerns About the Future: A Case Study in Norway
Kyriaki Kalimeri, Ingvar Tjostheim
International Conference on Human-Computer Interaction12203, 273-284 (2020)
Socioeconomic bias in influenza surveillance
Samuel V. Scarpino, James G. Scott, Rosalind M. Eggo, Bruce Clements, Nedialko B. Dimitrov, Lauren Ancel Meyers
PLOS Computational Biology16(7), e1007941 (2020)
COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown
Emanuele Pepe, Paolo Bajardi, Laetitia Gauvin, Filippo Privitera, Brennan Lake, Ciro Cattuto, Michele Tizzoni
Scientific Data7, 230 (2020)
Effect of network topology and node centrality on trading
Felipe Cardoso-Maciel, Carlos Gracia-Lázaro, Frederic Moisan, Sanjeev Goyal, Angel Sánchez, Yamir Moreno
Scientific Reports10, 11113 (2020)
Human Values and Digital Patterns in Physical Exercise (Extended Abstract)
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence 4735-4739 (2020)
Cores matter? An analysis of graph decomposition effects on influence maximization problems
Antonio Caliò, Andrea Tagarelli, Francesco Bonchi
WebSci '20: Proceedings of the 12th ACM Conference on Web Science 184–193 (2020)
A data-driven assessment of early travel restrictions related to the spreading of the novel COVID-19 within mainland China
Alberto Aleta, Qitong Hu, Jiachen Ye, Peng Ji, Yamir Moreno
Chaos, Solitons & Fractals139, (2020)