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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)
Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi
Laura Ozella, Daniela Paolotti, Guilherme Lichand, Jorge P. Rodríguez, Simon Haenni, John Phuka, Onicio Leal Neto, Ciro Cattuto
EPJ Data Science10, 46 (2021)
Unraveling the COVID-19 hospitalization dynamics in Spain using publicly available data
Alberto Aleta, Juan Luis Blas-Laína, Gabriel Tirado Anglés, Yamir Moreno
BMC Medical Research Methodology23, 24 (2021)
Unique superdiffusion induced by directionality in multiplex networks
Xiangrong Wang, Alejandro Tejedor, Yi Wang, Yamir Moreno
New Journal of Physics23, 013016 (2021)
Uncovering the Limits of Text-based Emotion Detection
Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez
EMNLP 2021 - Conference on Empirical Methods in Natural Language Processing, Punta Cana, Dominican Republic 2560–2583 (2021)
Triangle-aware Spectral Sparsifiers and Community Detection
Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining 1501–1509 (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)
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)
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)
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)
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)
The universal visitation law of human mobility
Markus Schläpfer, Kevin O’Keeffe, Paolo Santi, Michael Szell, Hadrien Salat, Samuel Anklesaria, Mohammad Vazifeh, Carlo Ratti, Geoffrey B. West
Nature593, 522–527 (2021)
The Role of Local Content in Wikipedia: A Study on Reader and Editor Engagement
Marc Miquel-Ribé, David Laniado, Andreas Kaltenbrunner
Área Abierta21(2), 123-151 (2021)
The physics of higher-order interactions in complex systems
Federico Battiston, Enrico Amico, Alain Barrat, Ginestra Bianconi, Guilherme Ferraz de Arruda, Benedetta Franceschiello, Iacopo Iacopini, Sonia Kéfi, Vito Latora, Yamir Moreno, Micah M. Murray, Tiago De Paula Peixoto, Francesco Vaccarino, Giovanni Petri
Nature Physics17, 1093–1098 (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)
The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout
Nicolò Gozzi, Paolo Bajardi, Nicola Perra
PLoS Computational Biology17(9), e1009346 (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)
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)
The echo chamber effect on social media
Matteo Cinelli, Gianmarco De Francisci Morales, Alessandro Galeazzi, Walter Quattrociocchi, Michele Starnini
PNAS118 (9), e2023301118 (2021)
Temporal teleportation with pseudo-density operators: How dynamics emerges from temporal entanglement
Chiara Marletto, Vlatko Vedral, Salvatore Virzì, Alessio Avella, Fabrizio Piacentini, Marco Gramegna, Ivo Pietro Degiovanni, Marco Genovese
Science Advances7, 38, (2021)
Systemic liquidity contagion in the European interbank market
Valentina Macchiati, Giuseppe Brandi, Tiziana Di Matteo, Daniela Paolotti, Guido Caldarelli, Giulio Cimini
Journal of Economic Interaction and Coordination17, 443–474 (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)
Statistical properties of mutualistic-competitive random networks
C.T. Martìnez-Martìnez, J.A. Mendéz-Bermudéz, Thomas Peron, Yamir Moreno
Chaos, Solitons & FractalsVolume 153, Part 2, 111504 (2021)
Stabilization of cyclic processes by slowly varying forcing
Julian Newman, Maxime Lucas, Aneta Stefanovska
Chaos31, 12, 123129 (2021)