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Evaluating the Impact of Meningococcal Vaccines With Synthetic Controls
Ottavia Prunas, Daniel M. Weinberger, Duccio Medini, Michele Tizzoni, Lorenzo Argante
American Journal of Epidemiology191, 4, 724–734 (2021)
Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile
Nicolò Gozzi, Michele Tizzoni, Matteo Chinazzi, Leonardo Adrian Ferres, Alessandro Vespignani, Nicola Perra
Nature Communications12, 2429 (2021)
Emotion-Core: An Open Source framework for emotion detection research
Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
Software Impacts10, 100179 (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)
Efficient Probabilistic Truss Indexing on Uncertain Graphs
Zitan Sun, Huang Xin, Jianliang Xu, Francesco Bonchi
WWW ’21: Proceedings of the Web Conference 2021 354–366 (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
Journal of the Royal Society Interface18, 20201000 (2021)
Early social distancing policies in Europe, changes in mobility & COVID-19 case trajectories: Insights from Spring 2020
Liana R. Woskie, Jonathan Hennessy, Valeria Espinosa, Thomas C. Tsai, Swapnil Vispute, Benjamin H. Jacobson, Ciro Cattuto, Laetitia Gauvin, Michele Tizzoni, Alex Fabrikant, Krishna Gadepalli, Adam Boulanger, Adam Pearce, Chaitanya Kamath, Arran Schlosberg, Charlotte Stanton, Shailesh Bavadekar, Matthew Abueg, Michael Hogue, Andrew Oplinger, Katherine Chou, Greg Corrado, Tomer Shekel, Ashish K. Jha, Gregory A. Wellenius, Evgeniy Gabrilovich
PLoS ONE16(6), e0253071 (2021)
Discovering Dense Correlated Subgraphs in Dynamic Networks
Giulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis
PAKDD 2021: Advances in Knowledge Discovery and Data Mining 395–407 (2021)
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)
Developmental effects of oxytocin neurons on social affiliation and processing of social information
Ana Rita Nunes, Michael Gliksberg, Susana A. M. Varela, Magda C. Teles, Einav Wircer, Janna Blechman, Giovanni Petri, Gil Levkowitz, Rui F. Oliveira
JNeurosci (The Journal of Neuroscience)41(42), 8742-8760 (2021)
Developing Real Estate Automated Valuation Models by Learning from Heterogeneous Data Sources
Francesco Bergadano, Roberto Bertilone, Daniela Paolotti, Giancarlo Ruffo
International Journal of Real Estate Studies (INTREST)15(1), 72–85 (2021)
Developing Annotated Resources for Internal Displacement Monitoring
Fabio Poletto, Yunbai Zhang, André Panisson, Yelena Mejova, Daniela Paolotti, Sylvain Ponserre
WWW '21: Companion Proceedings of the Web Conference 2021 136–144 (2021)
Detecting adherence to the recommended childhood vaccination schedule from user-generated content in a US parenting forum
Lorenzo Betti, Gianmarco De Francisci Morales, Laetitia Gauvin, Kyriaki Kalimeri, Yelena Mejova, Daniela Paolotti, Michele Starnini
PLoS Computational Biology17(4), e1008919 (2021)
DeepWalking Backwards: From Embeddings Back to Graphs
Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
Proceedings of the 38th International Conference on Machine Learning139, 1473-1483 (2021)
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
Cyber Social Threats 2021: AI, Covid-19 Vaccine, Detection and Countering Strategies
Ugur Kursuncu, Jeremy Blackburn, Yelena Mejova, Megan Squire, Amit Sheth
Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media (2021)
Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave
Jessica T. Davis, Matteo Chinazzi, Nicola Perra, Kunpeng Mu, Ana Pastore Y Piontti, Marco Ajelli, Natalie E. Dean, Corrado Gioannini, Maria Litvinova, Stefano Merler, Luca Rossi, Kaiyuan Sun, Xinyue Xiong, Ira M. Longini Jr, M. Elizabeth Halloran, Cécile Viboud, Alessandro Vespignani
Nature600, 127–132 (2021)
Counterfactual Graphs for Explainable Classification of Brain Networks
Francesco Bonchi, Carlo Abrate
KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining 2495–2504 (2021)
Continuous-Action Reinforcement Learning for Portfolio Allocation of a Life Insurance Company
Carlo Abrate, Alessio Angius, Gianmarco De Francisci Morales, Stefano Cozzini, Francesca Iadanza, Laura Li Puma, Simone Pavanelli, Alan Perotti, Stefano Pignataro, Silvia Ronchiadin
ECML PKDD 2021: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track 237-252 (2021)
Computing invariants for multipersistence via spectral systems and effective homology
Andrea Guidolin, Jose Divasón, Ana Romero, Francesco Vaccarino
Journal of Symbolic Computation104, 724-753 (2021)
Comparing Equity and Effectiveness of Different Algorithms in an Application for the Room Rental Market
David Solans, Francesco Fabbri, Caterina Calsamiglia, Carlos Castillo, Francesco Bonchi
AIES '21: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society 978–988 (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)
Clandestino or Rifugiato? Anti-immigration Facebook Ad Targeting in Italy
Arthur Capozzi, Gianmarco De Francisci Morales, Yelena Mejova, Corrado Monti, André Panisson, Daniela Paolotti
CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems179, 1-15 (2021)
Bridging LGBT+ Content Gaps Across Wikipedia Language Editions
Marc Miquel-Ribé, Andreas Kaltenbrunner, Jeffrey M. Keefer
The International Journal of Information, Diversity, & Inclusion5 (4), 90-131 (2021)