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Mining Dense Subgraphs with Similar Edges
Polina Rozenshtein, Giulia Preti, Aristides Gionis, Yannis Velegrakis
ECML PKDD 2020: Machine Learning and Knowledge Discovery in Databases 20-36 (2021)
Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints
David García-Soriano, Francesco Bonchi
KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining 436–446 (2021)
MaNIACS: Approximate Mining of Frequent Subgraph Patterns through Sampling
Giulia Preti, Gianmarco De Francisci Morales, Matteo Riondato
KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining 1348–1358 (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)
Linear and Nonlinear Quantitative EEG Analysis during Neutral Hypnosis following an Opened/Closed Eye Paradigm
Gianluca Rho, Alejandro Luis Callara, Giovanni Petri, Mimma Nardelli, Enzo Pasquale Scilingo, Alberto Greco, Vilfredo De Pascalis
Simmetry13(8), 1423 (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)
Learning Ideological Embeddings from Information Cascades
Francesco Bonchi, Giuseppe Manco, Corrado Monti, Cigdem Aslay
CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management 1325–1334 (2021)
Layer-wise relevance propagation for backbone identification in discrete fracture networks
Stefano Berrone, Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco Vaccarino
Journal of Computational Science55, 101458 (2021)
Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact
Mattia Mazzoli, Emanuele Pepe, David Mateo, Ciro Cattuto, Laetitia Gauvin, Paolo Bajardi, Michele Tizzoni, Alberto Hernando, Sandro Meloni, José J. Ramasco
PLoS Computational Biology17(10), e1009326 (2021)
Integrating digital and field surveillance as complementary efforts to manage epidemic diseases of livestock: African swine fever as a case study
Michele Tizzani, Violeta Muñoz-Gómez, Marco De Nardi, Daniela Paolotti, Olga Muñoz, Piera Ceschi, Arvo Viltrop, Ilaria Capua
PLoS ONE16(12), e0252972 (2021)
Infodemics: A new challenge for public health
Sylvie C. Briand, Matteo Cinelli, Tim Nguyen, Rosamund Lewis, Dimitri Prybylski, Carlo M. Valensise, Vittoria Colizza, Alberto Eugenio Tozzi, Nicola Perra, Andrea Baronchelli, Michele Tizzoni, Fabiana Zollo, Antonio Scala, Tina Purnat, Christine Czerniak, Adam Kucharski, Akhona Tshangela, Lei Zhou, Walter Quattrociocchi
Cell184, 25, 6010-6014 (2021)
Inferring high-resolution human mixing patterns for disease modeling
Dina Mistry, Maria Litvinova, Ana Pastore Y Piontti, Matteo Chinazzi, Laura Fumanelli, Marcelo F. C. Gomes, Syed A. Haque, Quan-Hui Liu, Kunpeng Mu, Xinyue Xiong, M. Elizabeth Halloran, Ira M. Longini Jr, Stefano Merler, Marco Ajelli, Alessandro Vespignani
Nature Communications12, 323 (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)
Impact of data accuracy on the evaluation of COVID-19 mitigation policies
Michele Starnini, Alberto Aleta, Michele Tizzoni, Yamir Moreno
Data & Policy3, e28 (2021)
Hypergraph reconstruction from network data
Jean-Gabriel Young, Giovanni Petri, Tiago De Paula Peixoto
Communications Physics4, 135 (2021)
Homological scaffold via minimal homology bases
Marco Guerra, Alessandro De Gregorio, Ulderico Fugacci, Giovanni Petri, Francesco Vaccarino
Scientific Reports11, 5355 (2021)
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
Mirco Nanni, Gennady Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, Janos Kertesz, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenc Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Ethics and Information Technology23, 1-6 (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)
Forecast of Distributed Energy Generation and Consumption in a Partially Observable Electrical Grid: A Machine Learning Approach
Elvio Amparore, Federico Cinus, Cristiano Maestri, Leonardo Petrocchi, Dario Polinelli, Fabio Scarpa, Alan Perotti, André Panisson, Paolo Bajardi
2021 IEEE Madrid PowerTech (2021)
Finding densest k-connected subgraphs
Francesco Bonchi, David García-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis
Discrete Applied Mathematics305, 34-47 (2021)
FairLens: Auditing black-box clinical decision support systems
Cecilia Panigutti, Alan Perotti, André Panisson, Paolo Bajardi, Dino Pedreschi
Information Processing & Management58 (5), 102657 (2021)
Evolutionary games on simplicial complexes
Hao Guo, Danyang Jia, Irene Sendiña-Nadal, Mi Zhang, Zhen Wang, Xuelong Li, Karin Alfaro-Bittner, Yamir Moreno, Stefano Boccaletti
Chaos, Solitons & Fractals150, 111103 (2021)
Evolutionary dynamics of higher-order interactions in social networks
Unai Alvarez-Rodriguez, Federico Battiston, Guilherme Ferraz de Arruda, Yamir Moreno, Matjaž Perc, Vito Latora
Nature Human Behaviour5, 586–595 (2021)
Evaluation of home detection algorithms on mobile phone data using individual-level ground truth
Luca Pappalardo, Leonardo Adrian Ferres, Manuel Sacasa, Ciro Cattuto, Loreto Bravo
EPJ Data Science10, 29 (2021)