Show filters Hide filters

Latest publications

Linear and Nonlinear Quantitative EEG Analysis during Neutral Hypnosis following an Opened/Closed Eye Paradigm

G. Rho, A. L. Callara, G. Petri, M. Nardelli, E. P. Scilingo, A. Greco, V. De Pascalis
Simmetry 3(8) (2921)

Statistical properties of mutualistic-competitive random networks

C. T. Martínez-Martínez, J. A. Méndez-Bermúdez, T. Peron, Y. Moreno
Chaos, Solitons & Fractals Volume 153, Part 2 (2021)

Evaluating the Impact of Meningococcal Vaccines With Synthetic Controls

O. Prunas, D. M. Weinberger, D. Medini, M. Tizzoni, L. Argante
American Journal of Epidemiology kwab266 (2021)

Learning Ideological Embeddings from Information Cascades

C. Monti, G. Manco, C. Aslay, F. Bonchi
CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management (2021)

Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave

J. T. Davis, M. Chinazzi, N. Perra, K. Mu, A. Pastore Y Piontti, M. Ajelli, N. E. Dean, C. Gioannini, M. Litvinova, S. Merler, L. Rossi, K. Sun, X. Xiong, I. M. Longini Jr., M. E. Halloran, C. Viboud, A. Vespignani
Nature (2021)

Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact

M. Mazzoli, E. Pepe, D. Mateo, C. Cattuto, L. E. Gauvin, P. Bajardi, M. Tizzoni, A. Hernando, S. Meloni, J. J. Ramasco
PLoS Computational Biology 17(10): e1009326 (2021)

The physics of higher-order interactions in complex systems

F. Battiston, E. Amico, A. Barrat, G. Bianconi, G. Ferraz de Arruda, B. Franceschiello, I. Iacopini, S. Kéfi, V. Latora, Y. Moreno, M. M. Murray, T. D. P. Peixoto, F. Vaccarino, A. Petri
Nature Physics 17 (2021)

Fair Top-k Ranking with multiple protected groups

M. Zehlike, T. Sühr, R. Baeza-Yates, F. Bonchi, C. Castillo, S. Hajian
Information Processing & Management 59 (1) (2021)

Temporal teleportation with pseudo-density operators: How dynamics emerges from temporal entanglement

C. Marletto, V. Vedral, S. Virzì, A. Avella, F. Piacentini, M. Gramegna, I. Degiovanni, M. Genovese
Science Advances Vol 7, No. 38 (2021)

Smurf-Based Anti-money Laundering in Time-Evolving Transaction Networks

M. Starnini, C. Tsourakakis, M. Zamanipour, A. Panisson, W. Allasia, M. Fornasiero, L. Li Puma, V. Ricci, S. Ronchiadin, A. Ugrinoska, M. Varetto, D. Moncalvo
ECML PKDD 2021: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track (2021)

Continuous-Action Reinforcement Learning for Portfolio Allocation of a Life Insurance Company

C. Abrate, A. Angius, G. De Francisci Morales, S. Cozzini, F. Iadanza, L. Li Puma, S. Pavanelli, A. Perotti, S. Pignataro, S. Ronchiadin
ECML PKDD 2021: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track (2021)

Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi

L. Ozella, D. Paolotti, G. Lichand, J. P. Rodríguez, S. Haenni, J. Phuka, O. L. Neto, C. Cattuto
EPJ Data Science 10:46 (2021)

Spatial and temporal variation in proximity networks of commercial dairy cattle in Great Britain

H. R. Fielding, M. J. Silk, T. J. McKinley, R. J. Delahay, J. K. Wilson-Aggarwal, L. E. Gauvin, L. Ozella, C. Cattuto, R. A. McDonald
Book: Preventive Veterinary Medicine 194/105443 (2021)

Developmental effects of oxytocin neurons on social affiliation and processing of social information

A. R. Nunes, M. Gliksberg, S. A. M. Varela, M. Teles, E. Wircer, J. Blechman, G. Petri, G. Levkowitz, R. Oliveira
JNeurosci (The Journal of Neuroscience) JN-RM-2939-20 (2021)

Evolutionary games on simplicial complexes

H. Guo, D. Jia, I. Sendiña-Nadal, M. Zhang, Z. Wang, X. Li, K. Alfaro-Bittner, Y. Moreno, S. Boccaletti
Chaos, Solitons & Fractals 150, 111103 (2021)

Counterfactual Graphs for Explainable Classification of Brain Networks

KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (2021)

Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints

KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (2021)

Triangle-aware Spectral Sparsifiers and Community Detection

K. Sotiropoulos, C. Tsourakakis
KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (2021)

MaNIACS: Approximate Mining of Frequent Subgraph Patterns through Sampling

KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (2021)

Comparing Sources of Mobility for Modelling the Epidemic Spread of Zika Virus in Colombia

D. Perrotta, E. Frias-Martinez, A. Pastore Y Piontti, Q. Zhang, M. Luengo-Oroz, D. Paolotti, M. Tizzoni, A. Vespignani
(2021)

Comparing Equity and Effectiveness of Different Algorithms in an Application for the Room Rental Market

D. Solans, F. Fabbri, C. Calsamiglia, C. Castillo, F. Bonchi
AIES '21: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society (2021)

Self-initiated behavioral change and disease resurgence on activity-driven networks

N. Gozzi, M. Scudeler, D. Paolotti, A. Baronchelli, N. Perra
Physical Review E 104, 014307 (2021)

Early social distancing policies in Europe, changes in mobility & COVID-19 case trajectories: Insights from Spring 2020

L. R. Woskie, J. Hennessy, V. Espinosa, T. C. Tsai, S. Vispute, B. H. Jacobson, C. Cattuto, L. E. Gauvin, M. Tizzoni, A. Fabrikant, A. Boulanger, A. Pearce, C. Kamath, A. Schlosberg, C. Stanton, S. Bavadekar, M. Abueg, M. Hogue, A. Oplinger, K. Chou, G. Corrado, T. Shekel, A. K. Jha, G. A. Wellenius, E. Gabrilovich
Plos One 16(6):e0253071 (2021)

Developing Real Estate Automated Valuation Models by Learning from Heterogeneous Data Sources

F. Bergadano, R. Bertilone, D. Paolotti, G. Ruffo
International Journal of Real Estate Studies (INTREST) 15(1) (2021)

FairLens: Auditing black-box clinical decision support systems

C. Panigutti, A. Perotti, A. Panisson, P. Bajardi, D. Pedreschi
Information Processing & Management 58 (5), 102657 (2021)

Hypergraph reconstruction from network data

J. Young, G. Petri, T. D. P. Peixoto
Communications Physics 4:135 (2021)

Polarization inhibits the phase transition of Axelrod's model

C. Gracia-Lazaro, E. Brigatti, A. R. Hernández, Y. Moreno
Physical Review E 103, 062306 (2021)

Cyber Social Threats 2021: AI, Covid-19 Vaccine, Detection and Countering Strategies

U. Kursuncu, J. Blackburn, Y. Mejova, M. Squire, A. Sheth
Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media (2021)

The universal visitation law of human mobility

M. Schläpfer, L. Dong, K. O’Keeffe, P. Santi, M. Szell, H. Salat, S. Anklesaria, M. Vazifeh, C. Ratti, G. B. West
Nature 593 (2021)

Multilayer Graph Association Rules for Link Prediction

M. Coscia, M. Szell
Proceedings of the International AAAI Conference on Web and Social Media (ICWSM 2021) 15(1) (2021)

Risk factors associated with the incidence of self-reported COVID-19-like illness: data from a web-based syndromic surveillance system in the Netherlands

S. A. McDonald, C. C. van den Wijngaard, C. C. H. Wielders, I. H. M. Friesema, L. Soetens, D. Paolotti, S. van den Hof, A. J. van Hoek
Epidemiology & Infection 149, e129 (2021)

Discovering Dense Correlated Subgraphs in Dynamic Networks

G. Preti, P. Rozenshtein, A. Gionis, Y. Velegrakis
PAKDD 2021: Advances in Knowledge Discovery and Data Mining (2021)

The impact of relaxing interventions on human contact patterns and SARS-CoV-2 transmission in China

J. Zhang, M. Litvinova, Y. Liang, W. Zheng, H. Shi, A. Vespignani, C. Viboud, M. Ajelli, H. Yu
Science Advances 7, 19, eabe2584 (2021)

Clandestino or Rifugiato? Anti-immigration Facebook Ad Targeting in Italy

CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems 179 (2021)

Effect of manual and digital contact tracing on COVID-19 outbreaks: a study on empirical contact data

A. Barrat, C. Cattuto, M. Kivela, S. Lehmann, J. Saramäki
Journal of the Royal Society Interface 18: 20201000 (2021)

Framing in multiple public goods games and donation to charities

F. M. Cardoso, S. Meloni, C. Gracia-Lazaro, A. Antonioni, J. Cuesta, A. Sanchez, Y. Moreno
Royal Society Open Science 8:202117 (2021)

Computing invariants for multipersistence via spectral systems and effective homology

A. Guidolin, J. Divasón, A. Romero, F. Vaccarino
Journal of Symbolic Computation 104 (2021)

Predicting corporate credit risk: Network contagion via trade credit

C. Berloco, G. De Francisci Morales, D. Frassineti, G. Greco, H. Kumarasinghe, M. Lamieri, E. Massaro, A. Miola, S. Yang
PLoS ONE 16(4): e0250115 (2021)

Machine learning for flux regression in discrete fracture networks

S. Berrone, F. Della Santa, S. Pieraccini, F. Vaccarino
GEM - International Journal on Geomathematics 12/9 (2021)

Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile

N. Gozzi, M. Tizzoni, M. Chinazzi, L. Ferres, A. Vespignani, N. Perra
Nature Communications 12:2429 (2021)

Simplicial and topological descriptions of human brain dynamics

J. Billings, M. Saggar, J. Hlinka, S. Keilholz, G. Petri
Network Neuroscience (2021)

TipTap: Approximate Mining of Frequent k-Subgraph Patterns in Evolving Graphs

M. A. U. Nasir, C. Aslay, G. De Francisci Morales, M. Riondato
ACM Transactions on Knowledge Discovery from Data 15, 3 (2021)

Efficient Probabilistic Truss Indexing on Uncertain Graphs

Z. Sun, X. Huang, J. Xu, F. Bonchi
WWW ’21: Proceedings of the Web Conference 2021 (2021)

Developing Annotated Resources for Internal Displacement Monitoring

F. Poletto, Y. Zhang, A. Panisson, Y. Mejova, D. Paolotti, S. Ponserre
Companion Proceedings of the Web Conference 2021 (WWW ’21 Companion) (2021)

The Language of Liberty

O. Araque, L. Gatti, K. Kalimeri
30th Web Conference, WWW 2021 (2021)

Revealing Consensus and Dissensus between Network Partitions

T. D. P. Peixoto
Physical Review X 11, 021003 (2021)

Modeling partial lockdowns in multiplex networks using partition strategies

A. Plazas, I. Malvestio, M. Starnini, A. Diaz-Guilera
Applied Network Science 6/27 (2021)

The Framing of COVID-19 in Italian Media and Its Relationship with Community Mobility: A Mixed-Method Approach

Y. Ophir, D. Walter, D. Arnon, A. Lokmanoglu, M. Tizzoni, J. Carota, L. Dantiga, E. Nicastro
Journal of Health Communication 00 (2021)

Digital proximity tracing on empirical contact networks for pandemic control

G. Cencetti, G. Santin, A. Longa, E. Pigani, A. Barrat, C. Cattuto, S. Lehmann, M. Salathé, B. Lepri
Nature Communications 12, 1655 (2021)

Infectivity, susceptibility, and risk factors associated with SARS-CoV-2 transmission under intensive contact tracing in Hunan, China

S. Hu, W. Wang, Y. Wang, M. Litvinova, K. Luo, L. Ren, Q. Sun, X. Chen, G. Zeng, J. Li, L. Liang, Z. Deng, W. Zheng, M. Li, H. Yang, J. Guo, K. Wang, X. Chen, Z. Liu, H. Yan, H. Shi, Z. Chen, Y. Zhou, K. Sun, A. Vespignani, C. Viboud, L. Gao, M. Ajelli, H. Yu
Nature Communications 12, 1533 (2021)

WoMG: A Library for Word-of-Mouth Cascades Generation

Proceedings of the 14th ACM International Conference on Web Search and Data Mining (WSDM '21) (2021)

Seeding COVID-19 across Sub-Saharan Africa: An Analysis of Reported Importation Events across 49 Countries

L. A. Skrip, P. Selvaraj, B. Hagedorn, A. L. Ouédraogo, N. Noori, A. Orcutt, D. Mistry, J. Bedson, L. Hébert-Dufresne, S. V. Scarpino, B. M. Althouse
The American Journal of Tropical Medicine and Hygiene 00(0) (2021)

Homological scaffold via minimal homology bases

M. Guerra, A. De Gregorio, U. Fugacci, G. Petri, F. Vaccarino
Scientific Reports 11:5355 (2021)

Combining Wearable Devices and Mobile Surveys to Study Child and Youth Development in Malawi: Implementation Study of a Multimodal Approach

O. L. Neto, S. Haenni, J. Phuka, L. Ozella, D. Paolotti, C. Cattuto, D. Robles, G. Lichand
JMIR Public Health and Surveillance 7 (3), e23154 (2021)

Leveraging insurance customer data to characterize socioeconomic indicators of Swiss municipalities

L. Donadio, R. Schifanella, C. R. Binder, E. Massaro
PloS One 16(3): e0246785 (2021)

The echo chamber effect on social media

M. Cinelli, G. De Francisci Morales, A. Galeazzi, W. Quattrociocchi, M. Starnini
PNAS Proceedings of the National Academy of Sciences 118 (9) e2023301118 (2021)

Shortest paths and centrality in uncertain networks

A. Saha, R. Brokkelkamp, Y. Velaj, A. Khan, F. Bonchi
Proceedings of the VLDB Endowment 14, 7 (2021)

Mining Dense Subgraphs with Similar Edges

P. Rozenshtein, G. Preti, A. Gionis, Y. Velegrakis
ECML PKDD 2020: Machine Learning and Knowledge Discovery in Databases (2021)

Topological limits to the parallel processing capability of network architectures

G. Petri, S. Musslick, B. Dey, K. Özcimder, D. Turner, K. Ahmed, T. L. Willke, J. D. Cohen
Nature Physics (2021)

Time to evaluate COVID-19 contact-tracing apps

V. Colizza, E. Grill, R. Mikolajczyk, C. Cattuto, A. Kucharski, S. Riley, M. Kendall, K. Lythgoe, D. Bonsall, C. Wymant, L. Abeler-Dörner, L. Ferretti, C. Fraser
Nature Medicine (2021)

Role of time scale in the spreading of asymmetrically interacting diseases

P. C. Ventura Da Silva, Y. Moreno, F. A. Rodrigues
Physical Review Research 3, 013146 (2021)

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment

M. Nanni, G. Andrienko, M. Nanni, A. Barabási, C. Boldrini, F. Bonchi, C. Cattuto, F. Chiaromonte, G. Comandé, M. Conti, M. Coté, V. Dignum, J. Domingo-Ferrer, P. Ferragina, F. Giannotti, R. Guidotti, D. Helbing, K. Kaski, J. Kertesz, S. Lehmann, B. Lepri, P. Lukowicz, S. Matwin, D. MegíasJiménez, A. Monreale, K. Morik, N. Oliver, A. Passarella, A. Passerini, D. Pedreschi, A. Pentland, F. Pianesi, F. Pratesi, S. Rinzivillo, S. Ruggieri, A. Siebes, V. Torra, R. Trasarti, J. van den Hoven, A. Vespignani
Ethics and Information Technology (2021)

Unique superdiffusion induced by directionality in multiplex networks

X. Wang, A. Tejedor, Y. Wang, Y. Moreno
New Journal of Physics 23 / 013016 (2021)

Emergence of Polarized Ideological Opinions in Multidimensional Topic Spaces

F. Baumann, P. Lorenz-Spreen, I. M. Sokolov, M. Starnini
Physical Review X 11, 011012 (2021)

Transmission heterogeneities, kinetics, and controllability of SARS-CoV-2

K. Sun, W. Wang, L. Gao, Y. Wang, K. Luo, L. Ren, Z. Zhan, X. Chen, S. Zhao, Y. Huang, Q. Sun, Z. Liu, M. Litvinova, A. Vespignani, M. Ajelli, C. Viboud, H. Yu
Science 371, 254 (2021)

Inferring high-resolution human mixing patterns for disease modeling

D. Mistry, M. Litvinova, A. Pastore Y Piontti, M. Chinazzi, L. Fumanelli, M. F. C. Gomes, S. A. Haque, Q. Liu, K. Mu, X. Xiong, M. E. Halloran, I. M. Longini Jr., S. Merler, M. Ajelli, A. Vespignani
Nature Communications 12, 323 (2021)

Evolutionary dynamics of higher-order interactions in social networks

U. Alvarez-Rodriguez, F. Battiston, G. Ferraz de Arruda, Y. Moreno, M. Perc, V. Latora
Nature Human Behaviour (2021)

X2R2: a tool for explainable and explorative reidentification risk analysis

T. R. Hagedoorn, R. Kumar Pan, F. Bonchi
Proceedings of the VLDB Endowment - ACM Digital Library 13/12 (2020)

Risk-Averse Trust Region Optimization for Reward-Volatility Reduction

L. Bisi, L. Sabbioni, E. Vittori, M. Papini, M. Restelli
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI) (2020)

Reports of the Workshops Held at the 2020 International Association for the Advancement of Artificial Intelligence Conference on Web and Social Media

T. Abdelzaher, J. An, M. Bazzi, J. Blackburn, U. Kursuncu, Y. Mejova, J. Rappaz, H. Saggion, P. Smeros, S. Wijeratne, N. Yu
AI Magazine 41/4 (2020)

The COVID-19 outbreak in Sichuan, China: Epidemiology and impact of interventions

Q. Liu, A. I. Bento, K. Yang, H. Zhang, X. Yang, S. Merler, A. Vespignani, J. Lv, H. Yu, W. Zhang, T. Zhou, M. Ajelli
PLoS Computational Biology 16 (12) (2020)

Dynamics of heuristics selection for cooperative behaviour

F. M. Cardoso, C. Gracia-Lazaro, Y. Moreno
New Journal of Physics 22 (2020)

Quantifying the importance and location of SARS-CoV-2 transmission events in large metropolitan areas

A. Aleta, D. Martín-Corral, M. Bakker, A. Pastore Y Piontti, M. Ajelli, M. Litvinova, M. Chinazzi, N. E. Dean, M. E. Halloran, I. Longini, A. Pentland, A. Vespignani, Y. Moreno, E. Moro
(2020)

Data-driven strategies for optimal bicycle network growth

L. G. Natera Orozco, F. Battiston, G. Iñiguez, M. Szell
Royal Society Open Science 7: 201130 (2020)

Risk of Secondary Infection Waves of COVID-19 in an Insular Region: The Case of the Balearic Islands, Spain

V. M. Eguíluz, J. Fernández-Gracia, J. P. Rodríguez, J. M. Pericàs, C. Melián
Frontiers in Medicine 7:563455 (2020)

Better Fewer but Better: Community Search with Outliers

F. Bonchi, L. Severini, M. Sozio
2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) (2020)

Trends and Characteristics of Emergency Medical Services in Italy: A 5-Years Population-Based Registry Analysis

S. Campagna, A. Conti, V. Dimonte, M. Dalmasso, M. Starnini, M. M. Gianino, A. Borracino
Healthcare 8 (4) (2020)

Adaptive Community Search in Dynamic Networks

I. Tsalouchidou, F. Bonchi, R. Baeza-Yates
2020 IEEE International Conference on Big Data (Big Data) (2020)

Node Embeddings and Exact Low-Rank Representations of Complex Networks

S. Chanpuriya, C. Musco, K. Sotiropoulos, C. Tsourakakis
34th Conference on Neural Information Processing Systems (NeurIPS 2020) (2020)

Span-core Decomposition for Temporal Networks: Algorithms and Applications

E. Galimberti, M. Ciaperoni, A. Barrat, F. Bonchi, C. Cattuto, F. Gullo
ACM Transactions on Knowledge Discovery from Data 15 (1) (2020)

Here, the huge rainbow within the COVID-19 storm

I. Capua, M. Rasetti
EClinicalMedicine Volumes 29–30 (2020)

Statistical inference of assortative community structures

L. Zhang, T. D. P. Peixoto
Physical Review Research 2, 043271 (2020)

Superspreading events in the transmission dynamics of SARS-CoV-2: Opportunities for interventions and control

B. M. Althouse, E. A. Wenger, J. C. Miller, S. V. Scarpino, A. Allard, L. Hébert-Dufresne, H. Hu
PLOS Biology 18 (11) (2020)

Beyond R0: Heterogeneity in secondary infections and probabilistic epidemic forecasting

L. Hébert-Dufresne, B. M. Althouse, S. V. Scarpino, A. Allard
Journal of the Royal Society Interface 17, 172 (2020)

Early Insights from Statistical and Mathematical Modeling of Key Epidemiologic Parameters of COVID-19

M. Biggerstaff, B. J. Cowling, M. Cucunubá, L. Dinh, N. M. Ferguson, H. Gao, V. Hill, N. Imai, M. A. Johansson, S. Kada, O. Morgan, A. Pastore Y Piontti, J. A. Polonsky, P. Venkata Prasad, T. M. Quandelacy, A. Rambaut, J. W. Tappero, K. A. Vandemaele, A. Vespignani, K. L. Warmbrod, J. Y. Wong
Emerging Infectious Diseases 26(11): e201074 (2020)

Universality of eigenvector delocalization and the nature of the SIS phase transition in multiplex networks

G. Ferraz de Arruda, J. A. Mendéz-Bermudéz, F. A. Rodrigues, Y. Moreno
Journal of Statistical Mechanics: Theory and Experiment (2020)

Witnessing nonclassicality beyond quantum theory

C. Marletto, V. Vedral
Physical Review D 102, 086012 (2020)

Facebook Ads: Politics of Migration in Italy

Proceeding SocInfo 2020: Lecture Notes in Computer Science book series LNCS, Vol. 12467 (2020)

Impact of Online Health Awareness Campaign: Case of National Eating Disorders Association

Y. Mejova, V. Suarez-Lledó
Proceeding SocInfo 2020: Lecture Notes in Computer Science book series LNCS, Vol. 12467 (2020)

Young Adult Unemployment Through the Lens of Social Media: Italy as a Case Study

A. Urbinati, K. Kalimeri, A. Bonanomi, A. Rosina, C. Cattuto, D. Paolotti
Proceeding SocInfo 2020: Lecture Notes in Computer Science book series LNCS, Vol. 12467 (2020)

Crowding and the shape of COVID-19 epidemics

B. Rader, S. V. Scarpino, A. Nande, A. L. Hill, B. Adlam, R. C. Reiner, D. M. Pigott, B. Gutierrez, A. E. Zarebski, M. Shrestha, J. S. Brownstein, M. C. Castro, C. Dye, H. Tian, O. G. Pybus, M. U. G. Kraemer
Nature Medicine 26 (2020)

Null models for multioptimized large-scale network structures

S. Morel-Balbi, T. D. P. Peixoto
Physical Review E 102, 032306 (2020)

Assessing the spread of COVID-19 in Brazil: Mobility, morbidity and social vulnerability

F. C. Coelho, R. M. Lana, O. G. Cruz, D. A. M. Villela, L. S. Bastos, A. Pastore Y Piontti, J. T. Davis, A. Vespignani, C. T. Codeço, M. F. C. Gomes
PLoS ONE 15(9): e0238214 (2020)

A computational framework for modeling and studying pertussis epidemiology and vaccination

P. Castagno, S. Pernice, G. Ghetti, M. Povero, L. Prandelli, D. Paolotti, G. Balbo, M. Sereno, M. Beccuti
BMC Bioinformatics 21:344 (2020)

Social Media and Open Data to Quantify the Effects of Noise on Health

L. Gasco, R. Schifanella, L. M. Aiello, D. Quercia, C. Asensio, G. de Arcas
Frontiers in Sustainable Cities 2, 41 (2020)

Flocking-enhanced social contagion

D. Levis, A. Diaz-Guilera, I. Pagonabarraga, M. Starnini
Physical Review Research 2, 3 (2020)

Disease and information spreading at different speeds in multiplex networks

F. Velásquez-Rojas, P. C. Ventura Da Silva, C. Connaughton, Y. Moreno, F. A. Rodrigues, F. Vazquez
Physical Review E 102, 2 (2020)

Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models

D. Liu, L. Clemente, C. Poirier, X. Ding, M. Chinazzi, J. Davis, A. Vespignani, M. Santillana
Journal of medical Internet research 22(8):e20285 (2020)

Notable Site Recognition using Deep Learning on Mobile and Crowd-sourced Imagery

J. Tan, A. Noulas, D. Sáez, R. Schifanella
2020 21st IEEE International Conference on Mobile Data Management (MDM) (2020)

Modelling the impact of testing, contact tracing and household quarantine on second waves of COVID-19

A. Aleta, D. Martín-Corral, A. Pastore Y Piontti, M. Ajelli, M. Litvinova, M. Chinazzi, N. E. Dean, M. E. Halloran, I. Longini, S. Merler, A. Pentland, A. Vespignani, E. Moro, Y. Moreno
Nature Human Behaviour 4 (2020)

Behavioural patterns behind the demise of the commons across different cultures

M. Jusup, F. M. Cardoso, C. Gracia-Lazaro, C. Liu, Z. Wang, Y. Moreno
Royal Society Open Science 7, 7 (2020)

Relevance of temporal cores for epidemic spread in temporal networks

M. Ciaperoni, E. Galimberti, F. Bonchi, C. Cattuto, F. Gullo, A. Barrat
Scientific Reports 10:12529 (2020)

Aharonov-Bohm Phase is Locally Generated Like All Other Quantum Phases

C. Marletto, V. Vedral
Physical Review Letters 125, 4 (2020)

Latent Poisson models for networks with heterogeneous density

T. D. P. Peixoto
Physical Review E 102, 012309 (2020)

Merge-split Markov chain Monte Carlo for community detection

T. D. P. Peixoto
Phyisical Review E 102, 012305 (2020)

Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning

A. M. Metelli, F. Mazzolini, L. Bisi, L. Sabbioni, M. Restelli
Proceedings of the 37th International Conference on Machine Learning 119 (2020)

Artificial Intelligence and Concerns About the Future: A Case Study in Norway

K. Kalimeri, I. Tjostheim
International Conference on Human-Computer Interaction (2020)

Socioeconomic bias in influenza surveillance

S. V. Scarpino, J. G. Scott, R. M. Eggo, B. Clements, N. B. Dimitrov, L. A. Meyers
PLOS Computational Biology 16 (7) (2020)

Effect of network topology and node centrality on trading

F. M. Cardoso, C. Gracia-Lázaro, F. Moisan, S. Goyal, A. Sanchez, Y. Moreno
Scientific Reports 10 (1) (2020)

Human Values and Digital Patterns in Physical Exercise (Extended Abstract)

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (2020)

Cores matter? An analysis of graph decomposition effects on influence maximization problems

A. Caliò, A. Tagarelli, F. Bonchi
WebSci '20: 12th ACM Conference on Web Science (2020)

Sentiment and Moral Narratives during COVID-19

O. Araque, K. Kalimeri, L. Gatti
ACL 2020 Workshop NLP-COVID (2020)

Grippenet: A New Tool for the Monitoring, Risk-Factor and Vaccination Coverage Analysis of Influenza-Like Illness in Switzerland

A. Richard, L. Mueller, A. Wisniak, A. Thiabaud, T. Merle, D. Dietrich, D. Paolotti, E. Jeannot, A. Flahault
Vaccines 8/3 (2020)

Changes in contact patterns shape the dynamics of the COVID-19 outbreak in China

J. Zhang, M. Litvinova, Y. Liang, Y. Wang, W. Wang, S. Zhao, Q. Wu, S. Merler, C. Viboud, A. Vespignani, M. Ajelli, H. Yu
Science 368/6498 (2020)

Quantifying uncertainty in a predictive model for popularity dynamics

J. D. O'Brien, A. Aleta, Y. Moreno, J. P. Gleeson
Physical Review E 101, 6 (2020)

Gender gaps in urban mobility

L. E. Gauvin, M. Tizzoni, S. Piaggesi, A. Young, N. Adler, S. G. Verhulst, L. Ferres, C. Cattuto
Humanities and Social Sciences Communications 7/11 (2020)

Networks beyond pairwise interactions: structure and dynamics

F. Battiston, G. Cencetti, I. Iacopini, V. Latora, M. Lucas, A. Patania, J. Young, G. Petri
Physics Reports (2020)

Generating Realistic Interest-Driven Information Cascades

Proceedings of The 14th International AAAI Conference on Web and Social Media (ICWSM 2020) ©AAAI, June 8-11, 2020, Atlanta, Georgia, USA (2020)

Explainable Classification of Brain Networks via Contrast Subgraphs

T. Lanciano, F. Bonchi, A. Gionis
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (KDD 2020) ACM, August 23-27, 2020, San Diego, CA, USA (2020)

Roots of Trumpism: Homophily and Social Feedback in Donald Trump Support on Reddit

Proceedings of the 12th International ACM Conference on Web Science (WebSci '20) (2020)

Learning Opinion Dynamics From Social Traces

Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (KDD 2020) ©ACM, August 23-27, 2020, San Diego, CA, USA (2020)

Extracting the multimodal fingerprint of urban transportation networks

L. Natera, F. Battiston, G. Iñiguez, M. Szell
Transport Findings 13171 (2020)

Effect of memory, intolerance, and second-order reputation on cooperation

C. Xia, C. Gracia-Lázaro, Y. Moreno
Chaos: An Interdisciplinary Journal of Nonlinear Science 30, 063122 (2020)

Cyber Social Threats 2020 Workshop Meta-Report: COVID-19, Challenges, Methodological and Ethical Considerations

U. Kursuncu, Y. Mejova, J. Blackburn, A. Sheth
Workshop Proceedings of the 14th International AAAI Conference on Web and Social Media (2020)

Falling into the Echo Chamber: The Italian Vaccination Debate on Twitter

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media 14(1) (2020)

COVID-19 on Facebook Ads: Competing Agendas around a Public Health Crisis

COMPASS '20: Proceedings of the 3rd ACM SIGCAS Conference on Computing and Sustainable Societies (2020)

Explainability Methods for Natural Language Processing: Applications to Sentiment Analysis

Proceedings of the 28th Italian Symposium on Advanced Database Systems (SEBD 2020) (2020)

The Effect of Homophily on Disparate Visibility of Minorities in People Recommender Systems

F. Fabbri, F. Bonchi, L. Boratto, C. Castillo
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media 14 (2020)

Towards a data-driven characterization of behavioral changes induced by the seasonal flu

N. Gozzi, D. Perrotta, D. Paolotti, N. Perra
PLOS Computational Biology 16(5): e1007879 (2020)

Reshaping a nation: Mobility, commuting, and contact patterns during the COVID-19 outbreak

B. Klein, T. LaRock, S. McCabe, L. Torres, L. Friedland, F. Privitera, B. Lake, M. U. G. Kraemer, J. S. Brownstein, D. Lazer, T. Eliassi-Rad, S. V. Scarpino, A. Vespignani, M. Chinazzi
Northeastern University - Network Science Institute (2020)

Understanding drivers when investing for impact: an experimental study

L. De Amicis, S. Binenti, F. M. Cardoso, C. Gracia-Lázaro, Á. Sánchez, Y. Moreno
Palgrave Communications 6, 1 (2020)

Modelling COVID-19

A. Vespignani, H. Tian, C. Dye, J. O. Lloyd- Smith, R. M. Eggo, M. Shrestha, S. Scarpino, B. Gutierrez, M. Kraemer, J. Wu, K. Leung, G. M. Leung
Nature Review Physics (2020)

The effect of human mobility and control measures on the COVID-19 epidemic in China

M. Kraemer, C. Yang, B. Gutierrez, C. Wu, B. Klein, D. M. Pigott, L. Du Plessis, N. R. Faria, R. Li, W. P. Hanage, J. S. Brownstein, M. Layan, A. Vespignani, H. Tian, C. Dye, O. G. Pybus, S. Scarpino
Science 38 (2020)

Evolving epidemiology and transmission dynamics of coronavirus disease 2019 outside Hubei province, China: a descriptive and modelling study

J. Zhang, M. Litvinova, W. Wang, Y. Wang, L. Yi, X. Chen, Q. Wu, Y. Liang, X. Wang, J. Yang, K. Sun, I. Longini, M. E. Halloran, P. Wu, B. Cowling, S. Merler, C. Viboud, A. Vespignani, M. Ajelli, H. Yu
The Lancet Infectious Diseases (2020)

A framework for the construction of generative models for mesoscale structure in multilayer networks

M. Bazzi, L. Jeub, A. Arenas, S. D. Howison, M. A. Porter
Physical Review Research 2, 023100 (2020)

Success and luck in creative careers

M. Janosov, F. Battiston, R. Sinatra
EPJ Data Science 9: 9 (2020)

weg2vec: Event embedding for temporal networks

M. Torricelli, M. Karsai, L. E. Gauvin
Scientific Reports 10, 7164 (2020)

Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle

N. Oliver, B. Lepri, H. Sterly, R. Lambiotte, S. Delataille, M. De Nadai, E. Letouzé, A. Ali Salah, R. Benjamins, C. Cattuto, V. Colizza, N. De Cordes, S. P. Fraiberger, T. Koebe, S. Lehmann, J. Murillo, A. Pentland, P. N. Pham, F. Pivetta, J. Saramäki, S. Scarpino, M. Tizzoni, S. Verhulst, P. Vinck
Science Advances 6, 23 (2020)

The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak

M. Chinazzi, J. Davis, M. Ajelli, C. Gioannini, M. Litvinova, S. Merler, A. Pastore Y Piontti, K. Mu, L. Rossi, K. Sun, C. Viboud, X. Xiong, H. Yu, M. E. Halloran, I. Longini, A. Vespignani
Science 368, 6489 (2020)

Facebook Ads as a Demographic Tool to Measure the Urban-Rural Divide

D. Rama, Y. Mejova, M. Tizzoni, K. Kalimeri, I. Weber
WWW '20: Proceedings of The Web Conference 2020, Taipei, Taiwan, April 2020 (2020)

Measuring social networks in primates: wearable sensors versus direct observations

V. Gelardi, J. Godard, D. Paleressompoulle, N. Claidiere, A. Barrat
The Royal Society - Mathematical, Physical and Engineering Sciences 476/2236 (2020)

Query-Efficient Correlation Clustering

WWW '20: Proceedings of The Web Conference 2020 (2020)

Assessing changes in commuting and individual mobility in major metropolitan areas in the United States during the COVID-19 outbreak

B. Klein, T. LaRock, S. McCabe, L. Torres, F. Privitera, B. Lake, M. U. G. Kraemer, J. S. Brownstein, D. Lazer, T. Eliassi-Rad, S. V. Scarpino, M. Chinazzi, A. Vespignani
Northeastern University - Network Science Institute (2020)

FaiRecSys: mitigating algorithmic bias in recommender systems

B. Edizel, F. Bonchi, S. Hajian, A. Panisson, T. Tassa
International Journal of Data Science and Analytics 9 (2020)

Detecting critical slowing down in high-dimensional epidemiological systems

T. Brett, M. Ajelli, Q. Liu, M. G. Krauland, J. J. Grefenstette, W. G. Van Panhuis, A. Vespignani, J. Drake, P. Rohani
Plos Computational Biology 16 (3), e1007679 (2020)

A novel route to cyclic dominance in voluntary social dilemmas

H. Guo, Z. Song, S. Geček, X. Li, M. Jusup, M. Perc, Y. Moreno, S. Boccaletti, Z. Wang
Journal of The Royal Society Interface 17, 164 (2020)

Collective dynamics of random Janus oscillator networks

T. Peron, D. Eroglu, F. A. Rodrigues, Y. Moreno
Physical Review Research 2, 013255 (2020)

Phase transitions in information spreading on structured populations

J. Davis, N. Perra, Q. Zhang, Y. Moreno, A. Vespignani
Nature Physics 16 (5) (2020)

Tesco Grocery 1.0, a large-scale dataset of grocery purchases in London

L. M. Aiello, D. Quercia, R. Schifanella, L. Del Prete
Scientific Data 7, 57 (2020)

Historical comparison of gender inequality in scientific careers across countries and disciplines

J. Huang, A. J. Gates, R. Sinatra, A. Barabási
PNAS Proceedings of the National Academy of Sciences 117 (9) (2020)

The effect of age, environment and management on social contact patterns in sheep

L. Ozella, J. Langford, L. E. Gauvin, E. Price, C. Cattuto, D. P. Croft
Applied Animal Behaviour Science 225, 104964 (2020)

Fair-by-design matching

Data Mining and Knowledge Discovery 34 / 4 (2020)

Spectral and localization properties of random bipartite graphs

C. T. Martìnez-Martìnez, J. A. Mendéz-Bermudéz, Y. Moreno, J. J. Pineda-Pineda, J. M. Sigarreta
Chaos, Solitons & Fractals: X 3, 100021 (2020)

Doctor XAI: An ontology-based approach to black-box sequential data classification explanations

C. Panigutti, A. Perotti, D. Pedreschi
Conference on Fairness, Accountability, and Transparency (FAT* 2020) (2020)

Experimental self-characterization of quantum measurements

A. Zhang, J. Xie, H. Xu, K. Zheng, H. Zhang, Y. T. Poon, V. Vedral, L. Zhang
Physical Review Letters 124 / 4 (2020)

Modeling echo chambers and polarization dynamics in social networks

F. Baumann, P. Lorenz-Spreen, I. M. Solokov, M. Starnini
Physical Review Letters 124 (4), 048301 (2020)

Preliminary assessment of the International Spreading Risk Associated with the 2019 novel Coronavirus (2019-nCoV) outbreak in Wuhan City

M. Chinazzi, J. Davis, C. Gioannini, M. Litvinova, A. Pastore Y Piontti, L. Rossi, X. Xiong, M. E. Halloran, I. Longini, A. Vespignani
Laboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston (2020)

Centrality anomalies in complex networks as a result of model over-simplification

L. G. A. Alves, A. Aleta, F. A. Rodrigues, Y. Moreno, L. Amaral
New Journal of Physics 22, 013043 (2020)

Stable outcomes in modified fractional hedonic games

G. Monaco, L. Moscardelli, Y. Velaj
Autonomous Agents and Multi-Agent Systems 34 (1) (2020)

Quantitative and Ontology-Based Comparison of Explanations for Image Classification

V. Ghidini, A. Perotti, R. Schifanella
LOD 2019: Machine Learning, Optimization, and Data Science, vol. 11943. Springer, Cham (2020)

Core Decomposition in Multilayer Networks: Theory, Algorithms, and Applications

E. Galimberti, F. Bonchi, F. Gullo, T. Lanciano
ACM Transactions on Knowledge Discovery from Data 11 (2020)

Asymptomatic Infection and Transmission of Pertussis in Households: A Systematic Review

R. Craig, E. Kunkel, N. S. Crowcroft, M. C. Fitzpatrick, H. De Melker, B. M. Althouse, T. Merkel, S. V. Scarpino, K. Koelle, L. Friedman, C. Arnold, S. Bolotin
Clinical Infectious Diseases 70/1 (2020)

Temporal betweenness centrality in dynamic graphs

I. Tsalouchidou, R. Baeza-Yates, F. Bonchi, K. Liao, T. Sellis
International Journal of Data Science and Analytics 9 (2020)

Quantum Vortices, Quantum Knots: Intertwining Physics, Topology and Algebra

TULLIO REGGE An Eclectic Genius, From Quantum Gravity to Computer Play (2019)

Privacy-Preserving Collaborative Prediction using Random Forests

I. Giacomelli, S. Jha, R. Kleiman, D. Page, K. Yoon
AMIA Summits on Translational Science Proceedings (2019)

Overhauling ocean spatial planning to improve marine megafauna conservation

A. M. Martins Sequeira, G. C. Hays, D. W. Sims, V. M. Eguìluz, J. P. Rodriguez Garcia, M. R. Heupel, R. Harcourt, H. Calich, N. Queiroz, D. P. Costa, J. Fernandez-Garcìa, L. C. Ferrerira, S. D. Goldsworthy, M. A. Hindell, M. A. Lea, M. G. Meekan, A. M. Pagano, S. A. Shaffer, J. Reisser, M. Thums, M. Weise
Frontiers in Marine Science 6, 639 (2019)

Reports of the Workshops Held at the 2019 International AAAI Conference on Web and Social Media

D. Alburez-Gutierrez, E. Chandrasekharan, R. Chunara, S. Gil-Clavel, A. Hannak, R. Interdonato, K. Joseph, K. Kalimeri, M. M. Malik, K. Mayer, Y. Mejova, D. Paolotti, E. Zagheni
AI Magazine 40 (4) (2019)

Human-Centric Data Science for Urban Studies

B. Resch, M. Szell
ISPRS International Journal of Geo-Information 8, 12 (2019)

Visualizing structural balance in signed networks

E. Galimberti, C. Madeddu, F. Bonchi, G. Ruffo
International Conference on Complex Networks and Their Applications (2019)

Bridging the gap between efficacy trials and model-based impact evaluation for new tuberculosis vaccines

M. Tovar, S. Arregui, D. Marinova, C. Martin, J. Sanz, Y. Moreno
Nature Communications 10 / 5457 (2019)

Ten principles to integrate the water-energy-land nexus with climate services for co-producing local and regional integrated assessments

R. Cremades, H. Mitter, N. Tudose, A. Sanchez-Plaza, A. Graves, A. Broekman, S. Bender, C. Giupponi, P. Koundouri, M. Bahri, S. Cheval, J. Cortekar, Y. Moreno, O. Melo, K. Karner, C. Ungurean, S. Davidescu, B. Kropf, F. Brouwer, M. Marin
Science of the Total Environment 693, 133662 (2019)

Bayesian Stochastic Blockmodeling

T. D. P. Peixoto
Advances in Network Clustering and Blockmodeling Chap. 11 (2019)

Spatio-temporal Analysis of Flu-related Drugs Uptake in an Online Cohort in England

D. Perrotta, D. Paolotti, D. Delle Vedove, C. Obi, R. Pebody, R. Schifanella
Proceedings of the 9th International Conference on Digital Public Health (2019)

Digital Health Innovation: From Proof of Concept to Public Value

D. Paolotti, U. Shah, M. Edelstein, O. L. Neto, P. Kostkova, C. Wood
Proceedings of the 9th International Conference on Digital Public Health (2019)

Mapping the physics research space: a machine learning approach

M. Chinazzi, B. Goncalves, Q. Zhang, A. Vespignani
EPJ Data Science 8: 33 (2019)

Discovering Polarized Communities in Signed Networks

F. Bonchi, E. Galimberti, A. Gionis, B. Ordozgoiti, G. Ruffo
CIKM '19 Proceedings of the 28th ACM International Conference on Information and Knowledge Management (2019)

Modelling Temporal Networks with Markov Chains, Community Structures and Change Points

T. D. P. Peixoto, M. Rosvall
Temporal Network Theory (2019)

Focus on multilayer networks

Y. Moreno, M. Perc
New Journal of Physics 22, 010201 (2019)

Crash dynamics of interdependent networks

J. Li, C. Xia, G. Xiao, Y. Moreno
Scientific Reports 9:14574 (2019)

Onset of synchronization of Kuramoto oscillators in scale-free networks

T. Peron, B. Messias, A. S. Mata, F. A. Rodrigues, Y. Moreno
Physical Review E 100, 042302 (2019)

Predicting the Role of Political Trolls in Social Media

A. Atanasov, G. De Francisci Morales, P. Nakov
CoNLL ’19: Conference on Computational Natural Language Learning (2019)

Finding events in temporal networks: segmentation meets densest subgraph discovery

F. Bonchi, P. Rozenshtein, A. Gionis, M. Sozio, N. Tatti
Knowledge and Information Systems (2019)

Quantifying Uncertainty in Online Regression Forests

T. Vasiloudis, G. De Francisci Morales, H. Boström
Journal of Machine Learning Research 20(155) (2019)

Recommending Links to Maximize the Influence in Social Networks

F. Corò, G. D'Angelo, Y. Velaj
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19) (2019)

Recommending Links to Control Elections via Social Influence

F. Corò, G. D'Angelo, Y. Velaj
Algorithms 12 (10) (2019)

Analyzing a networked social algorithm for collective selection of representative committees

A. R. Hernández, C. Garcia-Làzaro, E. Brigatti, Y. Moreno
PLoS One 14 (9): e0222945 (2019)

Epidemic spreading with awareness and different time scales in multiplex networks

P. C. Ventura Da Silva, F. Velásquez-Rojas, C. Connaughton, F. Vazquez, Y. Moreno, F. A. Rodrigues
Physical Review E 100, 032313 (2019)

Network Reconstruction and Community Detection from Dynamics

T. D. P. Peixoto
Physical Review Letters 123, 128301 (2019)

Random walks in non-Poissoinan activity driven temporal networks

A. Moinet, M. Starnini, R. Pastor-Satorras
New Journal of Physics 21, 093032 (2019)

Analysis of visitors’ mobility patterns through random walk in the Louvre Museum

Y. Yoshimura, R. Sinatra, A. Krebs, C. Ratti
Journal of Ambient Intelligence and Humanized Computing (2019)

Predicting City Poverty Using Satellite Imagery

S. Piaggesi, L. E. Gauvin, M. Tizzoni, C. Cattuto, N. Adler, S. Verhulst, A. Young, R. Price, L. Ferres, A. Panisson
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (2019)

Coverage Centrality Maximization in Undirected Networks

G. D' Angelo, M. Olsen, L. Severini
Proceedings of the AAAI Conference on Artificial Intelligence 33, 1 (2019)

Editorial: Topological Neuroscience

P. Expert, L. Lord, M. L. Kringelbach, G. Petri
Network Neuroscience 3, 3 (2019)

Topological gene expression networks recapitulate brain anatomy and function

A. Patania, P. Selvaggi, M. Veronese, O. Dipasquale, P. Expert, G. Petri
Network Neuroscience 3, 3 (2019)

High-resolution contact networks of free-ranging domestic dogs Canis familiaris and implications for transmission of infection

J. K. Wilson-Aggarwal, L. Ozella, M. Tizzoni, C. Cattuto, G. J.F. Swan, T. Moundai, M. J. Silk, J. A. Zingeser, R. A. McDonald
Plos Neglected Tropical Diseases 13(7): e0007565 (2019)

Computing Multipersistence by Means of Spectral Systems

A. Guidolin, J. Divasón, A. Romero, F. Vaccarino
Proceedings of the 2019 on International Symposium on Symbolic and Algebraic Computation (2019)

Topic Tomographies (TopTom): a visual approach to distill information from media streams

B. Gobbo, D. Balsamo, M. Mauri, P. Bajardi, A. Panisson, P. Ciuccarelli
Eurographics Conference on Visualization (EuroVis) 2019 38, 3 (2019)

Reactive school closure weakens the network of social interactions and reduces the spread of influenza

M. Litvinova, Q. Liu, E. S. Kulikov, M. Ajelli
PNAS - Proceedings of the National Academy of Sciences 116 (27) (2019)

Distance-generalized Core Decomposition

F. Bonchi, K. Arijit, L. Severini
SIGMOD '19 Proceedings of the 2019 International Conference on Management of Data (2019)

The Responsibility Challenge for Data

H. Jagadish, F. Bonchi, T. Eliassi-Rad, L. Getoor, K. Gummadi, J. Stoyanovich
SIGMOD '19 Proceedings of the 2019 International Conference on Management of Data (2019)

Effect of Values and Technology Use on Exercise: Implications for Personalized Behavior Change Interventions

UMAP '19 Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization (2019)

Simplicial models of social contagion

I. Iacopini, G. Petri, A. Barrat, V. Latora
Nature Communications 10: 2485 (2019)

Spreading of computer viruses on time-varying networks

T. Brett, G. Loukas, Y. Moreno, N. Perra
Physical Review E 99, 050303 (2019)

Participatory Disease Surveillance Systems: Ethical Framework

L. D. Geneviève, A. Martani, T. Wangmo, D. Paolotti, C. Koppeschaar, C. Kjelsø, C. Guerrisi, M. Hirsch, O. Woolley-Meza, P. Lukowicz, A. Flahault, B. S. Elger
Journal of Medical Internet Research 21, 5 e12273 (2019)

Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control

E. Campbell, A. Phinyomark, A. H. Al-Timemy, R. N. Khushaba, G. Petri, E. Scheme
9th International IEEE/EMBS Conference on Neural Engineering (NER) (2019)

Human Values and Attitudes towards Vaccination in Social Media

K. Kalimeri, M. Beiró, A. Urbinati, A. Bonanomi, A. Rosina, C. Cattuto
Proceeding WWW '19 Companion Proceedings of The 2019 World Wide Web Conference (2019)

Wearable Proximity Sensors for Monitoring a Mass Casualty Incident Exercise: Feasibility Study

L. Ozella, L. E. Gauvin, L. Carenzo, M. Quaggiotto, P. L. Ingrassia, M. Tizzoni, A. Panisson, D. Colombo, A. Sapienza, K. Kalimeri, F. Della Corte, C. Cattuto
Journal of Medical Internet Research 21, 4 e12251 (2019)

Topical alignment in online social systems

F. M. Cardoso, S. Meloni, A. Santanche, Y. Moreno
Frontiers in Physics 7 (2019)

Unsupervised extraction of epidemic syndromes from participatory influenza surveillance self-reported symptoms

K. Kalimeri, M. Delfino, C. Cattuto, D. Perrotta, V. Colizza, C. Guerrisi, C. Turbelin, J. Duggan, J. Edmunds, C. Obi, R. Peabody, A. Franco, Y. Moreno, S. Meloni, C. Koppeschaar, C. Kjelsø, R. Mexia, D. Paolotti
PLOS Computational Biology 15(4): e1006173 (2019)

Correction to: Exposing the probabilistic causal structure of discrimination

F. Bonchi, S. Hajian, B. Mishra, D. Ramazzotti
International Journal of Data Science and Analytics 3:1–21 (2019)

Modeling Urban Traffic Data Through Graph-Based Neural Networks

V. Pinto, A. Perotti, T. Cerquitelli
Conference paper - INNS Big Data and Deep Learning conference 1 (2019)

Multilayer Networks in a Nutshell

Annual Review of Condensed Matter Physics 10 (2019)

The nested structural organization of the worldwide trade multi-layer network

L. G. A. Alves, G. Mangioni, I. Cingolani, F. A. Rodrigues, P. Panzarasa, Y. Moreno
Scientific Reports 9: 2866 (2019)

On the predictability of infectious disease outbreaks

S. Scarpino, G. Petri
Nature communications 10, 898 (2019)

The future of influenza forecasts

C. Viboud, A. Vespignani
PNAS Proceedings of the National Academy of Sciences 116 (8) (2019)

Link Prediction via Higher-Order Motif Features

G. Abuoda, G. De Francisci Morales, A. Aboulnaga
ECMLPKDD '19: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (2019)

Global flu view: a platform to connect crowdsourced disease surveillance around the world

A. W. Crawley, D. Paolotti, F. Dalton, J. S. Brownstein, M. Smolinski
International Journal of Infectious Diseases 79 (2019)

The structured backbone of temporal social ties

T. Kobayashi, T. Takagushi, A. Barrat
Nature Communications 10, 220 (2019)

Theoretical description and experimental simulation of quantum entanglement near open time-like curves via pseudo-density operators

C. Marletto, V. Vedral, S. Virzì, E. Rebufello, A. Avella, F. Piacentini, M. Gramegna, I. Degiovanni, M. Genovese
Nature Communications 10, 182 (2019)

Distance-Based Community Search (Invited Talk Extended Abstract)

In Proceedings of International Conference on Current Trends in Theory and Practice of Informatics (SOFSEM 2019) 11376 (2019)

Taking census of physics

F. Battiston, F. Musciotto, D. Wang, A. Barabási, M. Szell, R. Sinatra
Nature Reviews Physics 1 (2019)

Structural transition in interdependent networks with regular interconnections

X. Wang, R. E. Kooij, Y. Moreno, P. Van Mieghem
Physical Review E 99 (1), 012311 (2019)

The RAPIDD Ebola forecasting challenge: Model description and synthetic data generation

M. Ajelli, Q. Zhang, K. Sun, S. Merler, L. Fumanelli, G. Chowell, L. Simonsen, C. Viboud, A. Vespignani
Epidemics 22 (2018)

grippeNET App: Enhancing, Participatory Influenza Monitoring Through Mobile Phone Sensors

M. Hirsch, O. Woolley-Meza, D. Paolotti, A. Flahault, P. Lukowicz
Proceedings of UbiComp/ISWC’18 Adjunct (2018)

Charting the Next Pandemic: Modeling Infectious Disease Spreading in the Data Science Age

A. Pastore Y Piontti, N. Perra, L. Rossi, N. Samay, A. Vespignani, C. Gioannini, B. Goncalves, M. C. Gomes
Springer International Publishing (2018)

Topological Data Analysis of Biomedical Big Data

A. Phinyomark, G. Petri, E. Ibañez Marcelo
Signal Processing and Machine Learning for Biomedical Big Data. CRC Press, 2018 (2018)

Topology highlights mesoscopic functional equivalence between imagery and perception

G. Petri, E. Ibañez Marcelo, L. Campioni, A. Phinyomark, E. Santarcangelo
International Journal of Phychophysiology 131 S27-S28 (2018)

Summarizing Graphs at Multiple Scales: New Trends

D. Koutra, J. Vreeken, F. Bonchi
IEEE International Conference on Data Mining (ICDM) 1097-1097 (2018)

Finding events in temporal networks: Segmentation meets densest-subgraph discovery

P. Rozenshtein, F. Bonchi, A. Gionis, M. Sozio, N. Tatti
2018 IEEE International Conference on Data Mining (ICDM) (2018)

The chaperone effect in scientific publishing

V. Sekara, P. Deville, S. E. Ahnert, A. Barabási, R. Sinatra, S. Lehmann
PNAS Proceedings of the National Academy of Sciences 115 (50) (2018)

Report on the 12th Russian Summer School in Information Retrieval (RuSSIR 2018)

Y. Mejova, E. Chernyak, E. Tutubalina, P. Braslavski
ACM SIGIR Forum 52 / 2 (2018)

Scalable dynamic graph summarization

I. Tsalouchidou, F. Bonchi, G. De Francisci Morales, R. Baeza-Yates
IEEE Transactions on Knowledge and Data Engineering 32 (2018)

Simplicial Activity Driven Model

G. Petri, A. Barrat
Physical Review Letters 121, 228301 (2018)

Measurability of the epidemic reproduction number in data-driven contact networks

Q. Liu, M. Ajelli, A. Aleta, S. Merler, Y. Moreno, A. Vespignani
Proceedings of the National Academy of Sciences 115 (50), 12680-12685 (2018)

Quantifying reputation and success in art

S. P. Fraiberger, R. Sinatra, M. Resch, C. Riedl, A. Barabási
Science 362, 6416 (2018)

Fake Cures: User-centric Modeling of Health Misinformation in Social Media

A. Ghenai, Y. Mejova
Proceedings of the ACM on Human-Computer Interaction - CSCW 2 / CSCW (2018)

Resource heterogeneity leads to unjust effort distribution in climate change mitigation

J. Vicens, N. Bueno-Guerra, M. Gutiérrez-Roig, C. Gracia-Lazaro, J. Gomez-Gardenes, J. Perelló, A. Sanchez, Y. Moreno, J. Duch
Plos One (2018)

Probabilistic Causal Analysis of Social Influence

F. Bonchi, F. Gullo, B. Mishra, D. Ramazzotti
CIKM '18 Proceedings of the 27th ACM International Conference on Information and Knowledge Management (2018)

Mining (maximal) span-cores from temporal networks

E. Galimberti, C. Cattuto, A. Barrat, F. Gullo, F. Bonchi
CIKM2018 (2018)

Quantifying the risk of local Zika virus transmission in the continental US during the 2015-2016 ZIKV epidemic

K. Sun, Q. Zhang, A. Pastore Y Piontti, M. Chinazzi, D. Mistry, N. E. Dean, D. P. Rojas, S. Merler, P. Poletti, L. Rossi, M. E. Halloran, I. Longini, A. Vespignani
BMC Medicine 16:195 (2018)

Reconstructing Networks with Unknown and Heterogeneous Errors

T. D. P. Peixoto
PHYSICAL REVIEW X 8, 041011 (2018)

Understanding Network Traffic States using Transfer Learning

P. Krishnakumari, A. Perotti, V. Pinto, O. Cats, H. Van Lint
21st International Conference on Intelligent Transportation Systems (ITSC) (2018)

Deep Learning for Computer Vision: A practitioner’s viewpoint

Workshop at IEEE International Conference on Data Science and Advanced Analytics (DSAA) (2018)

Diffusion Dynamics and Optimal Coupling in Multiplex Networks with Directed Layers

A. Tejedor, A. Longjas, E. Foufoula-Georgiu, T. T. Georgiu, Y. Moreno
Phys. Rev. X 8, 031071 (2018)

Are the different layers of a social network conveying the same information

A. Manivannan, W. Q. Yow, R. Bouffanais†, A. Barrat
EPJ Data Science 7:34 (2018)

Physics of humans, physics for society

G. Caldarelli, S. Wolf, Y. Moreno
Nature Physics 14, 870 (2018)

Shopping mall attraction and social mixing at a city scale

M. Beiró, L. Bravo, D. Caro, C. Cattuto, L. Ferres, E. Graells-Garrido
EPJ Data Science 7:28 (2018)

Improving the Betweenness Centrality of a Node by Adding Links

E. Bergamini, P. Crescenzi, G. D' Angelo, H. Meyerhenke, L. Severini, Y. Velaj
Journal of Experimental Algorithmics 23/2 (2018)

A Topological Data Analysis Approach to Influenza-Like-Illness

J. Costa, P. Skraba, D. Paolotti, R. Mexia
Proceedings of the ACM SIGKDD Workshop on Epidemiology meets Data Mining and Knowledge Discovery (epiDAMIK) (2018)

Invited papers from the ACM conference on hypertext and social media

F. Bonchi, P. Dolog, D. Helic, P. Vojtas
New Review of Hypermedia and Multimedia 24/2 (2018)

Generalized voterlike model on activity-driven networks with attractiveness

A. Moinet, A. Barrat, R. Pastor-Satorras
Phys. Rev. E 98, 022303 (2018)

A network approach to topic models

M. Gerlach, T. D. P. Peixoto, E. G. Altmann
Science Advances Vol. 4, no. 7 (2018)

The contagion effects of repeated activation in social networks

P. Piedrahita, J. Borge-Holthoefer, Y. Moreno, S. González-Bailón
Social Networks 54 (2018)

Consistencies and inconsistencies between model selection and link prediction in networks

T. Vallès-Català, T. D. P. Peixoto, M. Sales-Pardo, R. Guimerà
Phisical Review E 97, 062316 (2018)

Robustness of cultural communities in an open-ended Axelrod’s model

A. R. Hernández, C. Garcia-Lázaro, E. Brigatti, Y. Moreno
Physica A: Statistical Mechanics and its Applications 509 (2018)

The joint influence of competition and mutualism on the biodiversity of mutualistic ecosystems

C. Gracia-Lazaro, L. Hernàndez, J. Borge-Holthoefer, Y. Moreno
Scientific Reports 8 (2018)

Close encounters between infants and household members measured through wearable proximity sensors

L. Ozella, F. Gesualdo, M. Tizzoni, C. Rizzo, E. Pandolfi, I. Campagna, A. E. Tozzi, C. Cattuto
Plos One 13(6):e0198733 (2018)

Mobile Assistive Technologies

S. Spagnol, A. Csapó, E. I. Konstantinidis, K. Kalimeri
Wireless Communications and Mobile Computing 2018/Article ID 8617892 (2018)

Can co-location be used as a proxy for face-to-face contacts?

M. Génois, A. Barrat
EPJ Data Science 7 1 / 11 (2018)

Sparse Power-Law Network Model for Reliable Statistical Predictions Based on Sampled Data

A. P. Kartun-Giles, D. Krioukov, J. Gleeson, Y. Moreno, G. Bianconi
Entropy 20(4), 257 (2018)

Intergenerational cooperation within the household: a Public Good game with three generations

J. A. Molina, A. Ferrer, J. I. Giménez-Nadal, C. Gracia-Lazaro, P. Moretti, Y. Moreno, A. Sanchez
Review of Economics of the Household (2018)

Recommending links through influence maximization

G. D' Angelo, L. Severini, Y. Velaj
Theoretical Computer Science (2018)

Analysis of big data in gait biomechanics: current trends and future direction

A. Phinyomark, G. Petri, E. Ibañez Marcelo, S.T. Osis, R. Ferber
Journal of medical and biological engineering. 38:2 (2018)

Uncertain Graph Sparsification

P. Parchas, N. Papailiou, D. Papadias, F. Bonchi
IEEE Transactions on Knowledge and Data Engineering (2018)

Data-driven model for the assessment of Mycobacterium tuberculosis transmission in evolving demographic structures

S. Arregui, M. J. Iglesias, S. Samper, D. Marinova, C. Martin, J. Sanz, Y. Moreno
PNAS 201720606 (2018)

Conditional Reliability in Uncertain Graphs

A. Khan, F. Bonchi, F. Gullo, A. Nufer
IEEE Transactions on Knowledge and Data Engineering (2018)

A networked voting rule for democratic representation

A. R. Hernández, C. Gracia-Lazaro, E. Brigatti, Y. Moreno
Royal Society Open Science 5 (2018)

Science of science

S. Fortunato, C. T. Bergstrom, K. Börner, J. A. Evans, D. Helbing, S. Milojević, A. M. Petersen, F. Radicchi, R. Sinatra, B. Uzzi, A. Vespignani, L. Waltman, D. Wang, A. Barabási
Science 359 / 6379 (2018)

Self-Swabbing for Virological Confirmation of Influenza-Like Illness Among an Internet-Based Cohort in the UK During the 2014-2015 Flu Season: Pilot Study

C. Wenham, E. Gray, C. Keane, M. Donati, D. Paolotti, R. Pebody, E. Fragaszy, R. McKendry, J. Edmunds
J Med Internet Res 20,3 (2018)

Cognitive Load Assessment from EEG and Peripheral Biosignals for the Design of Visually Impaired Mobility Aids

C. Saitis, M. Z. Parvez, K. Kalimeri
Wireless Communications and Mobile Computing 2018 / ID 8971206 (2018)

Quantum Physics and Time from Inconsistent Marginals

C. Marletto, V. Vedral
The Map and the Territory (2018)

Epidemic Threshold in Continuous-Time Evolving Networks

E. Valdano, M. Re Fiorentin, C. Poletto, V. Colizza
Phys. Rev. Lett. 120, 068302 (2018)

Influence Maximization in Online Social Networks

C. Aslay, L. V. Lakshmanan, W. Lu, X. Xiao
WSDM '18 Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining (2018)

Effect of risk perception on epidemic spreading in temporal networks

A. Moinet, R. Pastor-Satorras, A. Barrat
Physical Review E 97 / 1 (2018)

Resilience management during large-scale epidemic outbreaks

E. Massaro, A. Ganin, N. Perra, I. Linkov, A. Vespignani
Scientific Reports 8 / 1859 (2018)

Nonparametric weighted stochastic block models

T. D. P. Peixoto
Phys. Rev. E 97, 012306 (2018)

Network Structure, Metadata, and the Prediction of Missing Nodes and Annotations

D. Hric, T. D. P. Peixoto, S. Fortunato
Phys. Rev. X 6, 031038 (2017)

Revenue Maximization in Incentivized Social Advertising

C. Aslay, F. Bonchi, L. V. Lakshmanan, W. Lu
Proceedings of the 43rd International Conference on Very Large Databases (VLDB) (2017)

A general Markov chain approach for disease and rumour spreading in complex networks

G. Ferraz de Arruda, R. Francisco Aparecido, P. M. Rodríguez, E. Cozzo, Y. Moreno
Journal of Complex Networks cnx024 (2017)

Selecting Nodes and Buying Links to Maximize the Information Diffusion in a Network

G. D' Angelo, L. Severini, Y. Velaj
42nd International Symposium on Mathematical Foundations of Computer Science (MFCS 2017) (2017)

Probing spermiogenesis: a digital strategy for mouse acrosome classification

A. Taloni, F. Font Clos, L. Guidetti, S. Milan, M. Ascagni, C. Vasco, M. Pasini, M. R. Gioria, E. Ciusani, S. Zapperi, C. La Porta
Scientific Reports 7, 3748 (2017)

Querying Intimate-Core Groups in Weighted Graphs

D. Zheng, J. Liu,, R. Li, C. Aslay, Y. Chen, H. Xin
IEEE 11th International Conference on Semantic Computing (ICSC) 2017 (2017)

Navigating features: a topologically informed chart of electromyographic features space

A. Phinyomark, E. Ibañez Marcelo, A. Patania, E. Scheme, G. Petri
Journal of The Royal Society Interface 14 (137) (2017)

Diluted banded random matrices: scaling behavior of eigenfunction and spectral properties

J. A. Méndez-Bermúdez, G. Ferraz de Arruda, F. A. Rodrigues, Y. Moreno
Journal of Physics A: Mathematical and Theoretical 50/49 (2017)

Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative Approaches

J. S. Brownstein, S. Chu, A. Marathe, M. V. Marathe, A. T. Nguyen, D. Paolotti, N. Perra, D. Perrotta, M. Santillana, S. Swarup, M. Tizzoni, A. Vespignani, A. K. Vullikanti, M. L. Wilson, Q. Zhang
JMIR Public Health and Surveillance 3, No 4 Oct-Dec (2017)

“Weighted random–geometric and random–rectangular graphs: Spectral and eigenfunction properties of the adjacency matrix

L. Alonso, J. A. Méndez-Bermúdez, A. González-Meléndre, Y. Moreno
Journal of Complex Networks cnx053 (2017)

Weighted random-geometric and random-rectangular graphs: spectral and eigenfunction properties of the adjacency matrix

L. Alonso, J. A. Méndez-Bermúdez, A. González-Meléndre, Y. Moreno
Journal of Complex Networks cnx053 (2017)

Vaccination and epidemics in networked populations —An introduction

Z. Wang, Y. Moreno, S. Boccaletti, M. Perc
Chaos, Solitons & Fractals 103 (2017)

Construction of and efficient sampling from the simplicial configuration model

J. Young, G. Petri, F. Vaccarino, A. Patania
Phys. Rev. E 96, 3 (2017)

The RAPIDD Ebola forecasting challenge: Model description and synthetic data generation

M. Aielli, Q. Zhang, K. Sun, S. Merler, L. Fumanelli, G. Chowell, L. Simonsen, C. Viboud, A. Vespignani
Epidemics 22 (2017)

Influenzanet: Citizens Among 10 Countries Collaborating to Monitor Influenza in Europe

C. Koppeschaar, V. Colizza, C. Guerrisi, C. Turbelin, J. Duggan, J. Edmunds, C. Kjelsø, R. Mexia, Y. Moreno, S. Meloni, D. Paolotti, D. Perrotta, E. van Straten, A. O Franco
JMIR Public Health and Surveillance 3(3):e66 (2017)

Robust Modeling of Human Contact Networks Across Different Scales and Proximity-Sensing Techniques

M. Starnini, B. Lepri, A. Baronchelli, A. Barrat, C. Cattuto, R. Pastor-Satorras
International Conference on Social Informatics SocInfo 2017: Social Informatics (2017)

Estimating the epidemic risk using non-uniformly sampled contact data

J. Fournet, A. Barrat
Scientific Reports 7, 9975 (2017)

The shape of collaborations

A. Patania, G. Petri, F. Vaccarino
EPJ Data Science 20176:18 (2017)

Modeling mechanical control of spindle orientation of intestinal crypt stem cells

Z. Bertalan, S. Zapperi, C. La Porta
Journal of Theoretical Biology 430 (2017)

Significance and popularity in music production

B. Monechi, P. Gravino, V. Servedio, F. Tria, V. Loreto
R. Soc.open sci. 4: 170433 (2017)

Scaling Properties of Multilayer Random Networks

J. A. Méndez-Bermúdez, G. Ferraz de Arruda, F. A. Rodrigues, Y. Moreno
Phys. Rev. E 96, 012307 (2017)

Evolutionary dynamics of N-person Hawk-Dove games

W. Chen, C. Garcia-Làzaro, Z. Li, L. Wang, Y. Moreno
Scientific Reports 7/4800 (2017)

Universal features of amorphous plasticity

Z. Budrikis, D. F. Castellanos, S. Sandfeld, M. Zaiser, S. Zapperi
Nat Commun. 8: 15928 (2017)

Is obesity a genetic disease? Human obese transcriptome analysis in monozygotic twins

F. Font Clos, S. Zapperi, C. La Porta
Biorxiv 10.1101/159186 (2017)

Integrative analysis of pathway deregulation in obesity

F. Font Clos, S. Zapperi, C. La Porta
npj Systems Biology and Applications 3:18 (2017)

Waves of novelties in the expansion into the adjacent possible

B. Monechi, A. Ruiz-Serrano, F. Tria, V. Loreto
PLoS ONE 12(6): e0179303 (2017)

Topological analysis of data

A. Patania, F. Vaccarino, G. Petri
EPJ Data Science 6:7 (2017)

Understanding Youth Unemployment in Italy via Social Media Data

A. Bonanomi, A. Rosina, C. Cattuto, K. Kalimeri
International Population Conference (2017)

Opinion Dynamics: Models, Extensions and External Effects

A. Sirbu, V. Loreto, V. Servedio, F. Tria
Participatory Sensing, Opinions and Collective Awareness - Understanding Complex Systems (2017)

Spin Network Quantum Circuits

A. Marzuoli, M. Rasetti
International Journal of Circuit Theory Applications 45:7 (2017)

Direct Observation of Percolation in the Yielding Transition of Colloidal Glasses

S. Ghosh, Z. Budrikis, V. Chikkadi, A. Sellerio, S. Zapperi, P. Schall
Phys. Rev. Lett. 118, 148001 (2017)

Secure Centrality Computation Over Multiple Networks

G. Asharov, F. Bonchi, D. Garcia-Soriano, T. Tassa
Proceeding WWW '17 Proceedings of the 26th International Conference on World Wide Web (2017)

Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease Model

Q. Zhang, N. Perra, D. Perrotta, M. Tizzoni, D. Paolotti, A. Vespignani
Proceeding of the 26th International Conference on World Wide Web (WWW) (2017)

Using Participatory Web-based Surveillance Data to Improve Seasonal Influenza Forecasting in Italy

D. Perrotta, M. Tizzoni, D. Paolotti
Proceeding of the 26th International Conference on World Wide Web (WWW) (2017)

Spread of Zika virus in the Americas

Q. Zhang, K. Sun, M. Chinazzi, A. Pastore Y Piontti, N. E. Dean, D. P. Rojasc, S. Merler, D. Mistry, P. Poletti, L. Rossi, M. Braya, M. E. Hallorang, I. Longini, A. Vespignani
PNAS 114 ,22 (2017)

Irreversibility transition of colloidal polycrystals under cyclic deformation

P. K. Jana, M. Alava, S. Zapperi
Scientific Reports 7, 45550 (2017)

Onymity promotes cooperation in social dilemma experiments

Z. Wang, M. Jusup, R. Wang, L. Shi, Y. Iwasa, Y. Moreno, J. Kurths
Science Advances 3,3 e1601444 (2017)

Collective coordinate models of domain wall motion in perpendicularly magnetized systems under the spin hall effect and longitudinal fields

S. A. Nasseri, S. Moretti, E. Martinez, C. Serpico, G. Durin
Journal of Magnetism and Magnetic Materials 426 (2017)

Human mobility networks and persistence of rapidly mutating pathogens

A. Aleta, A. N. S. Hisi, S. Meloni, C. Poletto, V. Colizza, Y. Moreno
Royal Society Open Science (2017)

Disease Localization in Multilayer Networks

G. Ferraz de Arruda, E. Cozzo, T. D. P. Peixoto, F. A. Rodrigues, Y. Moreno
Phys. Rev. X 7, 011014 (2017)

Search strategies of Wikipedia readers

G. C. Rodi, V. Loreto, F. Tria
Plos One (2017)

The regularity game: Investigating linguistic rule dynamics in a population of interacting agents

C. Cuskley, C. Castellano, F. Colaiori, V. Loreto, M. Pugliese, F. Tria
Cognition 159 (2017)

Emergence of consensus as a modular-to-nested transition in communication dynamics

J. Borge-Holthoefer, R. Baños, C. Gracia-Lázaro, Y. Moreno
Scientific Reports 7, 41673 (2017)

The ‘Life Machine’: A Quantum Metaphor for Living Matter

International Journal of Theoretical Physics Volume 56, Issue 1 (2017)

Topological Field Theory of Data: Mining Data Beyond Complex Networks

M. Rasetti, E. Merelli
Advances in Disordered Systems, Random Processes and Some Applications (2017)

Efficient Methods for Influence-Based Network-Oblivious Community Detection

N. Barbieri, F. Bonchi
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey Paper, Special Issue: Intelligent Music Systems and Applications and Regular Papers Volume 8 Issue 2 (2016)

The Nori-Hilbert scheme is not smooth for 2-Calabi-Yau algebras

R. Bocklandt, F. Galluzzi, F. Vaccarino
Journal of Noncommutative Geometry 10/2 (2016)

On degree–degree correlations in multilayer networks

G. Ferraz de Arruda, E. Cozzo, Y. Moreno, F. A. Rodrigues
Physica D: Nonlinear Phenomena Volumes 323–324 (2016)

Participatory Syndromic Surveillance of Influenza in Europe

C. Guerrisi, C. Turbelin, T. Blanchon, T. Hanslik, I. Bonmarin, D. Levy-Bruhl, D. Perrotta, D. Paolotti, R. Smallenburg, C. Koppeschaar, A. O Franco, R. Mexia, J. Edmunds, R. Vasile, R. Pebody, E. van Straten, S. Meloni, Y. Moreno, J. Duggan, C. Kjelsø, V. Colizza
J Infect Dis. 214 (supp 4): S386-S392 (2016)

At the Crossroads: Lessons and Challenges in Computational Social Science

J. Borge-Holthoefer, Y. Moreno, T. Yasseri
Frontiers in Physics (2016)

Lévy random walks on multiplex networks

Q. Guo, E. Cozzo, Z. Zheng, Y. Moreno
Scientific Reports 6 (2016)

Epidemic spreading in random rectangular networks

E. Estrada, S. Meloni, M. Sheerin, Y. Moreno
Phys. Rev. E 94, 052316 (2016)

Recalibrating disease parameters for increasing realism in modeling epidemics in closed settings

L. Bioglio, M. Génois, C. Vestergaard, C. Poletto, A. Barrat, V. Colizza
BMC Infectious Diseases (2016)

Exploring multimodal biosignal features for stress detection during indoor mobility

K. Kalimeri, C. Saitis
Proceedings of the 18th ACM on International Conference on Multimodal Interaction, Tokyo, Japan (2016)

Insights into Brain Architectures from the Homological Scaffolds of Functional Connectivity Networks

L. Lord, P. Expert, H. M. Fernandes, G. Petri, T. J. Van Hartevelt, F. Vaccarino, G. Deco, F. Turkheimer, M. L. Kringelbach
Front. Syst. Neurosci. 10/85 (2016)

Containing Ebola at the Source with Ring Vaccination

S. Merler, M. Ajelli, L. Fumanelli, S. Parlamento, A. Pastore Y Piontti, N. E. Dean, G. Putoto, D. Carraro, I. Longini, M. E. Halloran, A. Vespignani
PLoS Negl Trop Dis 10(11) (2016)

The effect of Dzyaloshinskii–Moriya interaction on field-driven domain wall dynamics analysed by a semi-analytical approach

J. Vandermeulen, S. A. Nasseri, B. Van de Wiele, G. Durin, B. Van Waeyenberge, L. Dupré
Journal of Physics D: Applied Physics 49, 46 (2016)

Asymptotic theory of time-varying social networks with heterogeneous activity and tie allocation

E. Ubaldi, N. Perra, M. Karsai, A. Vezzani, R. Burioni, A. Vespignani
Scientific Reports 6: 35724. (2016)

School closure policies at municipality level for mitigating influenza spread: a model-based evaluation

C. Ciavarella, L. Fumanelli, S. Merler, C. Cattuto, M. Ajelli
BMC Infectious Diseases — doi:10.1186/s12879-016-1918-z (2016)

Identifying Buzzing Stories via Anomalous Temporal Subgraph Discovery

F. Bonchi, I. Bordino, F. Gullo, G. Stilo
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2016) CIEEE October 13-16, 2016, Omaha, Nebraska, USA. (2016)

Sonificazione di ostacoli come ausilio alla deambulazione di non vedenti

S. Spagnol, C. Saitis, K. Kalimeri, O. I. Johannesson, R. Unnthorsson
Proceedings XXI Colloquio di Informatica Musicale (XXI CIM) (2016)

Combinatorial presentation of multidimensional persistent homology

W. Chacholski, M. Scolamiero, F. Vaccarino
Journal of Pure and Applied Algebra (2016)

Exploring the evolution of pathogens organised in discrete antigenic clusters

M. Pugliese, V. Loreto, S. Pompei, F. Tria
Journal of Statistical Mechanics: Theory and Experiment (2016)

Fluctuations in Protein Aggregation: Design of Preclinical Screening for Early Diagnosis of Neurodegenerative Disease

G. Costantini, Z. Budrikis, A. Taloni, A. K. Buell, S. Zapperi, C. La Porta
Phys. Rev. Applied 6 (2016)

Model-based Obstacle Sonification for the Navigation of Visually Impaired Persons

S. Spagnol, C. Saitis, M. Bujacz, O. I. Johannesson, K. Kalimeri, A. Moldoveanu, A. Kristjansson, R. Unnthorsson
Proceedings of the 19th International Conference on Digital Audio Effects (DAFx-16) (2016)

Persistent homology analysis of phase transitions

I. Donato, M. Gori, M. Pettini, S. De Nigris, R. Franzosi, F. Vaccarino
Phisical Review E 93 (5) (2016)

Glassy features of crystal plasticity

A. Lehtinen, G. Costantini, M. Alava, S. Zapperi, L. Laurson
Phys. Rev. B 94 (2016)

How to Estimate Epidemic Risk from Incomplete Contact Diaries Data?

R. Mastrandrea, A. Barrat
PLoS Comput Biol 12(6) (2016)

Quantitative Scaling of Magnetic Avalanches

F. Bohn, P. Le Doussal, M. A. Corrêa, G. Durin, R. Sommer, K. Wiese
Phys. Rev. Lett. 117 (2016)

Spatiotemporal dynamics of the Ebola epidemic in Guinea and implications for vaccination and disease elimination: a computational modeling analysis

M. Ajelli, S. Merler, L. Fumanelli, A. Pastore Y Piontti, N. E. Dean, I. Longini, M. E. Halloran, A. Vespignani
BMC Medicine 201614:130 (2016)

Exact Derivation of a Finite-Size Scaling Law and Corrections to Scaling in the Geometric Galton-Watson Process

A. Corral, R. Garcia-Millan, F. Font Clos
PLoS ONE 11(9): e0161586. doi:10.1371/journal.pone.0161586 (2016)

Bursts of activity in collective cell migration

O. Chepizhkoa, C. Giampietro, E. Mastrapasqua, M. Nourazar, M. Ascagni, M. Sugni, U. Fascio, L. Leggio, C. Malinverno, G. Scita, S. Santucci, M. Alava, S. Zapperi, C. La Porta
PNAS 113 (2016)

Algorithmic bias: from discrimination discovery to fairness-aware data mining

S. Hajian, F. Bonchi, C. Castillo
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2016) CACM August 13-17, 2016, San Francisco, California. (2016)

Humans display a reduced set of consistent behavioral phenotypes in dyadic games

J. Poncela-Casasnovas, M. Gutiérrez-Roig, C. Gracia-Lázaro, J. Vicens, J. Gómez-Gardeñe, J. Perelló, Y. Moreno, J. Duch, A. Sánchez
Science Advances 2,8 e1600451 (2016)

Streaming Tensor Summarization

I. Tsalouchidou, G. De Francisci Morales, F. Bonchi, R. Baeza-Yates
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016) CIEEE December 5-8, 2016, Washington D.C., USA. (2016)

Real-Time Assessment of the International Spreading Risk Associated with the 2014 West African Ebola Outbreak

A. Pastore Y Piontti, Q. Zhang, M. F. C. Gomes, L. Rossi, C. Poletto, V. Colizza, D. Chao, I. Longini, M. E. Halloran, A. Vespignani
Mathematical and Statistical Modeling for Emerging and Re-emerging Infectious Diseases (2016)

Contact diaries versus wearable proximity sensors in measuring contact patterns at a conference: method comparison and participants’ attitudes

T. Smieszek, S. Castell, A. Barrat, C. Cattuto, P. J. White, G. Krause
BMC Infectious Diseases — doi:10.1186/s12879-016-1676-y (2016)

Impact of spatially constrained sampling of temporal contact networks on the evaluation of the epidemic risk

C. Vestergaard, E. Valdano, M. Génois, C. Poletto, V. Colizza, A. Barrat
European Journal of Applied Mathematics 27, 941 (2016)

Spheres of Influence for More Effective Viral Marketing

Proceedings of the 2016 ACM SIGMOD Conference (SIGMOD 2016) CACM June 26 - July 1, 2016, San Francisco, CA, USA. (2016)

Quantifying social contacts in a household setting of rural Kenya using wearable proximity sensors

M. Kiti, M. Tizzoni, T. M. Kinyanjui, D. C. Koech, P. K. Munywoki, M. Meriac, L. Cappa, A. Panisson, A. Barrat, C. Cattuto, J. Nokes
EPJ Data Science 20165:21 (2016)

Dynamics on Expanding Spaces: Modeling the Emergence of Novelties

V. Loreto, V. Servedio, S. H. Strogatz, F. Tria
Lecture Notes in Morphogenesis (2016)

Large Scale Engagement Through Web-Gaming and Social Computations

V. Servedio, S. Caminiti, P. Gravino, V. Loreto, A. Sirbu, F. Tria
Understanding Complex Systems - Participatory Sensing, Opinions and Collective Awareness (2016)

Effects of network structure, competition and memory time on social spreading phenomena

J. P. Gleeson, J. P. O’Sullivan,, R. Baños, Y. Moreno
Phys. Rev. X 6, 021019 (2016)

Creep turns linear in narrow ferromagnetic nanostrips

J. Leliaert, B. Van de Wiele, A. Vansteenkiste, L. Laurson, G. Durin, L. Dupré, B. Van Waeyenberge
Scientific Reports 6 (2016)

Local magnetic behavior across the first order phase transition in La(Fe0.9Co0.015Si0.085)13 magneto caloric compound

C. Bennatia, F. Laviano, G. Durin, E. Olivetti, V. Basso, G. Ghigoa, M. Kuepferling
Journal of Magnetism and Magnetic Materials 400 (2016)

Centrality Measures on Big Graphs: Exact, Approximated, and Distributed Algorithms

Proceedings of the 25th International World Wide Web Conference (WWW 2016) CACM April 11-15, 2016, Montreal, Canada. (2016)

The dynamics of information-driven coordination phenomena: A transfer entropy analysis

J. Borge-Holthoefer, N. Perra, B. Gonçalves, S. González-Bailón,, A. Arenas, Y. Moreno, A. Vespignani
Science Advances 2, 4 (2016)

Analytical Modeling of Domain Wall Motion in PMA Materials under Spin Hall Effect and in-Plane Fields

S. A. Nasseri, S. Moretti, E. Martinez, G. Durin, C. Serpico
Nanomagnetism and Spintronics Symposium, Advances in Magnetics (AIM) 2016, Bormio (2016)

On the Emergence of Syntactic Structures: Quantifying and Modeling Duality of Patterning

V. Loreto, P. Gravino, V. Servedio, F. Tria
New Frontiers in Language Evolution and Development (2016)

Multilayer Networks: Metrics and Spectral Properties

E. Cozzo, G. Ferraz de Arruda, F. A. Rodrigues, Y. Moreno
Interconnected Networks (2016)

Individual privacy in social influence networks

S. Hajian, T. Tassa, F. Bonchi
Social Network Analysis and Mining 6:2 (2016)

Spatiotemporal spread of the 2014 outbreak of Ebola virus disease in Liberia and the eff ectiveness of non-pharmaceutical interventions: a computational modelling analysis

S. Merler, M. Ajelli, L. Fumanelli, M. F. C. Gomes, A. Pastore Y Piontti, L. Rossi, D. Chao, I. Longini, M. E. Halloran, A. Vespignani
Lancet Infect Dis 15,2 (2015)

Detecting Anomalies in Time-Varying Networks Using Tensor Decomposition

A. Sapienza, A. Panisson, J. Wu, L. E. Gauvin, C. Cattuto
2015 IEEE International Conf. on Data Mining Workshop (ICDMW) (2015)

Collective attention in the age of (mis)information

D. Moncanu, L. Rossi, Q. Zhang, M. Karsai, W. Quattrociocchi
Computers in Human Behaviors 51 Part B (2015)

Crossover behavior in interface depinning

Y. Chen, S. Zapperi, J. P. Sethna
Phys. Rev. E 92 (2015)

Analytical Modelling of Magnetic DW Motion

S. A. Nasseri, B. Sarma, G. Durin, C. Serpico
Physics Procedia 75 (2015)

The role of pressure in cancer growth

A. Taloni, M. Ben Amar, S. Zapperi, C. La Porta
Eur. Phys. J. Plus (2015)

Thermal effects on transverse domain wall dynamics in magnetic nanowires

J. Leliaert, B. Van de Wiele, J. Vandermeulen, A. Coene, A. Vansteenkiste, L. Laurson, G. Durin, B. Van Waeyenberge, L. Dupré
Applied Physics Letters 106, 20 (2015)

Participatory Patterns in an International Air Quality Monitoring Initiative

A. Sirbu, M. Becker, S. Caminiti, B. De Baets, B. Elen, L. Francis, P. Gravino, A. Hotho, S. Ingarra, V. Loreto, A. Molino, J. Mueller, J. Peters, F. Ricchiuti, F. Saracino, V. Servedio, G. Stumme, J. Theunis, F. Tria, J. Van den Bossche
PLOS one 10(08) (2015)

Detecting global bridges in networks

P. Jensen, M. Morini, M. Karsai, T. Venturini, A. Vespignani, M. Jacomy, J. Cointet, P. Mercklé, E. Fleury
Journal of Complex Networks 10 (2015)

Epidemic processes in complex networks

R. Pastor-Satorras, C. Castellano, P. Van Mieghem, A. Vespignani
Rev. Mod. Phys. 87, 3 (2015)

Local Optimization Strategies in Urban Vehicular Mobility

P. Mastroianni, B. Monechi, C. Liberto, G. Valenti, V. Servedio, V. Loreto
PLoS ONE 10 (2015)

Deformation and failure of curved colloidal crystal shells

C. Negri, A. Sellerio, S. Zapperi, M. Miguel
PNAS (2015)

Fracture Size Effects in Nanoscale Materials: The Case of Graphene

A. Sellerio, A. Taloni, S. Zapperi
Phys. Rev. Applied 4 (2015)

The adoption of linguistic rules in native and non-native speakers: Evidence from a Wug task

C. Cuskley, F. Colaiori, C. Castellano, V. Loreto, M. Pugliese, F. Tria
Journal of Memory and Language 84 (2015)

Role of the Number of Microtubules in Chromosome Segregation during Cell Division

Z. Bertalan, Z. Budrikis, C. La Porta, S. Zapperi
PLoS ONE 10(10) (2015)

Supporting Epidemic Intelligence, Personalised and Public Health with advanced computational methods

J. Pita Costa, D. Paolotti, F. Fuart, P. Škraba, E. Belayeva, I. Novalija
Conference Paper : EM-Health Workshop-Zdravje Ljubljana (2015)

Overshoot during phenotypic switching of cancer cell populations

A. Sellerio, E. Ciusani, N. Bossel Ben-Moshe, S. Coco, A. Piccinini, S. Meyers, J. P. Sethna, C. Giampietro, S. Zapperi, C. La Porta
Scientific Reports 5 15464 (2015)

The Scaling of Human Contacts and Epidemic Processes in Metapopulation Networks

M. Tizzoni, K. Sun, D. Benusiglio, M. Karsai, N. Perra
Scientific Reports 5 15111 (2015)

Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform

Q. Zhang, C. Gioannini, D. Paolotti, N. Perra, D. Perrotta, M. Quaggiotto, M. Tizzoni, A. Vespignani
Lecture Notes in Computer Science 9286 (2015)

Router-level community structure of the Internet Autonomous Systems

M. Beiró, S. Grynberg, I. Alvarez-Hamelin
EPJ Data Science 4:12 (2015)

Volume Changes During Active Shape Fluctuations in Cells

A. Taloni, E. Kardash, O. U. Salman, L. Truskinovsky, S. Zapperi, C. La Porta
Phys. Rev. Lett. 114, 208101 (2015)

Navigation Strategies of Motor Proteins on Decorated Tracks

Z. Bertalan, Z. Budrikis, C. La Porta, S. Zapperi
PLoS ONE 10(8) e0136945 (2015)

Anomaly Detection in Temporal Graph Data: An Iterative Tensor Decomposition and Masking Approach

A. Sapienza, A. Panisson, J. Wu, L. E. Gauvin, C. Cattuto
Proceedings of AALTD 117 (2015)

Structure of triadic relations in multiplex networks

E. Cozzo, M. Kivela, M. De Domenico, A. Solé-Ribalta, A. Arenas, S. Gomes, M. A. Porter, Y. Moreno
New Journal of Physics Volume 17 (2015)

Congestion Transition in Air Traffic Networks

B. Monechi, V. Servedio, V. Loreto
PLoS ONE 10(5) (2015)

Tensor networks and graphical calculus for open quantum systems

J. Biamonte, C. Wood, D. Cory
Quantum Information and Computation 15,9-10 (2015)

Optimal Learning Paths in Information Networks

G. C. Rodi, V. Loreto, V. Servedio, F. Tria
Scientific Reports 5 10286 (2015)

The Role of the Organization Structure in the Diffusion of Innovations

C. Sáenz-Royo, C. Gracia-Lázaro, Y. Moreno
PLoS One 10(5): e0126076 (2015)

Quantum Simulation of Helium Hydride Cation in a Solid-State Spin Register

Y. Wang, F. Dolde, J. Biamonte, R. Babbush, V. Bergholm, S. Yang, I. Jakobi, P. Neumann, A. Aspuru-Guzik, J. Whitfield, J. Wrachtrup
ACS Nano (2015)

Modeling the Emergence of Contact Languages

F. Tria, V. Servedio, V. Loreto, S. S. Mufwene
PLoS ONE 10(4) (2015)

General three-state model with biased population replacement: Analytical solution and application to language dynamics

F. Colaiori, C. Castellano, C. Cuskley, V. Loreto, M. Pugliese, F. Tria
Phys. Rev. E 91 (2015)