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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)
The impact of relaxing interventions on human contact patterns and SARS-CoV-2 transmission in China
Juanjuan Zhang, Maria Litvinova, Yuxia Liang, Wen Zheng, Huilin Shi, Alessandro Vespignani, Cécile Viboud, Marco Ajelli, Hongjie Yu
Science Advances7, 19, eabe2584 (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)
Framing in multiple public goods games and donation to charities
Felipe Cardoso-Maciel, Sandro Meloni, Carlos Gracia-Lázaro, Alberto Antonioni, José A. Cuesta, Angel Sánchez, Yamir Moreno
Royal Society Open Science8, 202117 (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)
Special Issue on Disinformation, Hoaxes and Propaganda within Online Social Networks and Media
Yelena Mejova, Marinella Petrocchi, Carolina Scarton
Online Social Networks and Media23, 100132 (2021)
Predicting partially observed processes on temporal networks by Dynamics-Aware Node Embeddings (DyANE)
Koya Sato, Mizuki Oka, Alain Barrat, Ciro Cattuto
EPJ Data Science10:22, (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)
Predicting corporate credit risk: Network contagion via trade credit
Claudia Berloco, Gianmarco De Francisci Morales, Daniele Frassineti, Greta Greco, Hashani Kumarasinghe, Marco Lamieri, Emanuele Massaro, Arianna Miola, Shuyi Yang
PLoS ONE16(4), e0250115 (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)
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)