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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)
Machine learning for flux regression in discrete fracture networks
Stefano Berrone, Francesco Della Santa, Sandra Pieraccini, Francesco Vaccarino
GEM - International Journal on Geomathematics12, 9 (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)
TipTap: Approximate Mining of Frequent k-Subgraph Patterns in Evolving Graphs
Muhammad Anis Uddin Nasir, Cigdem Aslay, Gianmarco De Francisci Morales, Matteo Riondato
ACM Transactions on Knowledge Discovery from Data15, 3, Article No.: 48, pp 1–351-35 (2021)
Simplicial and topological descriptions of human brain dynamics
Jacob Billings, Manish Saggar, Jaroslav Hlinka, Shella Keilholz, Giovanni Petri
Network Neuroscience5(2), 549-568 (2021)
STruD: Truss Decomposition of Simplicial Complexes
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
WWW '21: Proceedings of The Web Conference 2021 3408–3418 (2021)
MISINFO 2021: Workshop on Misinformation Integrity in Social Networks
Lluìs Garcia-Pueyo, Anand Bhaskar, Prathyusha Senthil Kumar, Panayiotis Tsaparas, Kiran Garimella, Yu Sun, Francesco Bonchi
30th ACM The Web Conference 2021 (Ljubljana, Slovenia) (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)
To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods
Paolo Bajardi, Alan Perotti, Elvio Amparore
PeerJ Computer Science7, e479 (2021)
The Language of Liberty: A preliminary study
Oscar Araque, Lorenzo Gatti, Kyriaki Kalimeri
Companion Proceedings of the Web Conference 2021 (WWW ’21 Companion), April 19–23, 2021, Ljubljana, Slovenia (2021)
On the interplay between educational attainment and nutrition: a spatially-aware perspective
Narges Azizi Fard, Gianmarco De Francisci Morales, Yelena Mejova, Rossano Schifanella
EPJ Data Science10, 18 (2021)
Revealing Consensus and Dissensus between Network Partitions
Tiago De Paula Peixoto
Physical Review X11, 021003, (2021)
Modeling partial lockdowns in multiplex networks using partition strategies
Adrià Plazas, Irene Malvestio, Michele Starnini, Albert Dìaz-Guilera
Applied Network Science6, 27 (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)
The Framing of COVID-19 in Italian Media and Its Relationship with Community Mobility: A Mixed-Method Approach
Yotam Ophir, Dror Walter, Daniel Arnon, Ayse Lokmanoglu, Michele Tizzoni, Joëlle Carota, Lorenzo D'Antiga, Emanuele Nicastro
Journal of Health Communication26, 3, 161-173 (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
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)