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Publications

Echoes through Time: Evolution of the Italian COVID-19 Vaccination Debate

G. Crupi, Y. Mejova, M. Tizzani, D. Paolotti, A. Panisson
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media 16(1) (2022)

Addressing the socioeconomic divide in computational modeling for infectious diseases

M. Tizzoni, E. O. Nsoesie, L. E. Gauvin, M. Karsai, N. Perra, S. Bansal
Nature Communication 13, 2897 (2022)

Modeling Political Activism around Gun Debate via Social Media

Y. Mejova, J. An, G. De Francisci Morales, H. Kwak
ACM Transactions on Social Computing (2022)

Dense and well-connected subgraph detection in dual networks

T. Chen, F. Bonchi, D. Garcia-Soriano, A. Miyauchi, C. Tsourakakis
Proceedings of the 2022 SIAM International Conference on Data Mining (SDM) (2022)

Collective Games on Hypergraphs

U. Alvarez-Rodriguez, F. Battiston, G. Ferraz de Arruda, Y. Moreno, M. Perc, V. Latora
Higher-Order Systems Part of the Understanding Complex Systems book series (UCS) (2022)

Staying Strong, But For How Long? Mental Health During COVID-19 in Italy

F. Marazzi, A. Piano Mortari, F. Belotti, G. Carrà, C. Cattuto, J. Kopinska, D. Paolotti, V. Atella
Mental Health During COVID-19 in Italy - CEIS Working Paper (2022)

Growing urban bicycle networks

M. Szell, S. Mimar, T. Perlman, G. Ghoshal, R. Sinatra
Scientific Report 12, 6765 (2022)

Perceptions of FIFA Men’s World Cup 2022 Host Nation Qatar in the Twittersphere

S. Dun, H. Rachdi, S. Ali Memon, R. K. Pillai, Y. Mejova, I. Weber
International Journal of Sport Communication (2022)

Complex Systems for the Most Vulnerable

E. Omodei, M. Garcia-Herranz, D. Paolotti, M. Tizzoni
Journal of Physics: Complexity (2022)

Automated Detection of Missing Links in Bicycle Networks

A. Vybornova, T. Cunha, A. Gühnemann, M. Szell
Geographical Analysis 0 (2022)

High spatial resolution dataset of La Mobilière insurance customers

A. Battiston, E. Massaro, C. R. Binder, R. Schifanella
Scientific Data 9 / 81 (2022)

Seasonal fishery facilitates a novel transmission pathway in an emerging animal reservoir of Guinea worm

C. E. D. Goodwin, M. Léchenne, J. K. Wilson-Aggarwal, S. M. Koumetio, G. J. F. Swann, T. Moundai, L. Ozella, R. A. McDonald
Current Biology 32, 4 (2022)

Googling for Abortion: Search Engine Mediation of Abortion Accessibility in the United States

Y. Mejova, T. Gracyk, R. Robertson
Journal of Quantitative Description: Digital Media 2 (2022)

A large scale study of reader interactions with images on Wikipedia

D. Rama, T. Piccardi, M. Redi, R. Schifanella
EPJ Data Science 11 / 1 (2022)

Association networks and social temporal dynamics in ewes and lambs

L. Ozella, E. Price, J. Langford, K. E. Lewis, C. Cattuto, D. P. Croft
Applied Animal Behaviour Science 246 / 105515 (2022)

Are People Optimistically Biased about the Risk of COVID-19 infection? Lessons from the first wave of the pandemic in Europe

K. McColl, M. Debin, C. Souty, C. Guerrisi, C. Turbelin, A. Falchi, I. Bonmarin, D. Paolotti, C. Obi, J. Duggan, Y. Moreno, A. Wisniak, A. Flahault, T. Blanchon, V. Colizza, J. Raude
International Journal of Environmental Research and Public Health 19 (1), 436 (2021)

Infodemics: A new challenge for public health

S. C. Briand, M. Cinelli, T. Nguyen, R. Lewis, D. Prybylski, C. M. Valensise, V. Colizza, A. E. Tozzi, N. Perra, A. Baronchelli, M. Tizzoni, F. Zollo, A. Scala, T. Purnat, C. Czerniak, A. J. Kucharski, A. Tshangela, L. Zhou, W. Quattrociocchi
Cell 184 (25) (2021)

Systemic liquidity contagion in the European interbank market

V. Macchiati, G. Brandi, T. Di Matteo, D. Paolotti, G. Caldarelli, G. Cimini
Journal of Economic Interaction and Coordination (2021)

Modelling Moral Traits with Music Listening Preferences and Demographics

V. Preniqi, K. Kalimeri, C. Saitis
Proceedings of the 15th International Symposium on CMMR (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)

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)

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)

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)

Finding densest k-connected subgraphs

F. Bonchi, D. Garcia-Soriano, A. Miyauchi, C. Tsourakakis
Discrete Applied Mathematics 305 (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)

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)

DeepWalking Backwards: From Embeddings Back to Graphs

S. Chanpuriya, C. Musco, K. Sotiropoulos, C. Tsourakakis
Proceedings of the 38th International Conference on Machine Learning PMLR 139:1473-1483 (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)

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)

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

A. Capozzi Lupi, G. De Francisci Morales, Y. Mejova, C. Monti, A. Panisson, D. Paolotti
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)

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)

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: A preliminary study

O. Araque, L. Gatti, K. Kalimeri
30th Web Conference, WWW 2021 (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 26/3 (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)

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)

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)

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)

Patterns of Routes of Administration and Drug Tampering for Nonmedical Opioid Consumption: Data Mining and Content Analysis of Reddit Discussions

D. Balsamo, P. Bajardi, A. Salomone, R. Schifanella
JMIR - Journal of Medical Internet Research 23(1):e21212 (2021)

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)

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)

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)

Link prediction in multiplex networks via triadic closure

A. Aleta, M. Tuninetti, D. Paolotti, Y. Moreno, M. Starnini
Physical Review Research 2, 4 (2020)

Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods Analysis

N. Gozzi, M. Tizzani, M. Starnini, F. Ciulla, D. Paolotti, A. Panisson, N. Perra
Journal of Medical Internet Research 22 (10) (2020)

Facebook Ads: Politics of Migration in Italy

A. Capozzi Lupi, G. De Francisci Morales, Y. Mejova, C. Monti, A. Panisson, D. Paolotti
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)

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)

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)

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)

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

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

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

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

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)

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

A. Cossard, G. De Francisci Morales, K. Kalimeri, Y. Mejova, D. Paolotti, M. Starnini
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media 14(1) (2020)

Explainability Methods for Natural Language Processing: Applications to Sentiment Analysis

F. Bodria, A. Panisson, A. Perotti, S. Piaggesi
Proceedings of the 28th Italian Symposium on Advanced Database Systems (SEBD 2020) (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)

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)

weg2vec: Event embedding for temporal networks

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

Success and luck in creative careers

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

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

D. Garcia-Soriano, K. Kutzkov, F. Bonchi, C. Tsourakakis
WWW '20: Proceedings of The Web Conference 2020 (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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

Taking census of physics

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

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)

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)

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)

Mining (maximal) span-cores from temporal networks

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

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)

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)

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)

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)

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)

Understanding Youth Unemployment in Italy via Social Media Data

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

Assessing the use of mobile phone data to describe recurrent mobility patterns in spatial epidemic models

C. Panigutti, M. Tizzoni, P. Bajardi, Z. Smoreda, V. Colizza
R. Soc. open sci. 4: 160950 (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)

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)

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)

Predicting human mobility through the assimilation of social media traces into mobility models

M. Beiró, A. Panisson, M. Tizzoni, C. Cattuto
EPJ Data Science — doi:10.1140/epjds/s13688-016-0092-2 (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)

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)

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)

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)

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)

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)

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)

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)

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)

Combining High-Resolution Contact Data with Virological Data to Investigate Influenza Transmission in a Tertiary Care Hospital

N. Voirin, C. Payet, A. Barrat, C. Cattuto, N. Khanafer, C. Régis, B. Kim, B. Comte, J. Casalegno, B. Lina, P. Vanhems
Infection Control & Hospital Epidemiology (2015)

Association between Recruitment Methods and Attrition in Internet-Based Studies

P. Bajardi, D. Paolotti, A. Vespignani, K. Eames, S. Funk, J. Edmunds, C. Turbelin, M. Debin, V. Colizza, R. Smallenburg, C. Koppeschaar, A. Franco, V. Faustino, A. Carnahan, M. Rehn, F. Merletti, J. Douwes, R. Firestone, L. Richiardi
PLoS ONE 9 (12) (2014)

Evolutionary dynamics of time-resolved social interactions

A. Cardillo, G. Petri, V. Nicosia, R. Sinatra, J. Gomez-Gardenes, V. Latora
Phys. Rev. E 90, 052825 (2014)

Internet-Based Epidemiology

L. Richiardi, C. Pizzi, D. Paolotti
Handbook of Epidemiology (2014)

The representativeness of a European multi-center network for influenza-like-illness participatory surveillance

P. Cantarelli, M. Debin, C. Turbelin, C. Poletto, T. Blanchon, A. Falchi, T. Hanslik, I. Bonmarin, D. Levy-Bruhl, A. Micheletti, D. Paolotti, A. Vespignani, J. Edmunds, K. Eames, R. Smallenburg, C. Koppeschaar, A. O Franco, V. Faustino, A. Carnahan, M. Rehn, V. Colizza
BMC Public Health 14 (2014)

Mining Concurrent Topical Activity in Microblog Streams

Proceedings of the 4th workshop on \'Making Sense of Microposts\', World Wide Web Conference 2014 (2014)

On the Use of Human Mobility Proxies for Modeling Epidemics

M. Tizzoni, P. Bajardi, A. Decuyper, G. Kon Kam King, C. M. Schneider, V. Blondel, Z. Smoreda, M. C. González, V. Colizza
PLoS Comput Biol 10(7) (2014)

Determinants of Follow-Up Participation in the Internet-Based European Influenza Surveillance Platform Influenzanet

P. Bajardi, A. Vespignani, S. Funk, K. Eames, J. Edmunds, C. Turbelin, M. Debin, V. Colizza, R. Smallenburg, C. Koppeschaar, A. Franco, V. Faustino, A. Carnahan, M. Rehn, D. Paolotti
J Med Internet Res 16, 3 (2014)

Web-based participatory surveillance of infectious diseases: the Influenzanet participatory surveillance experience

D. Paolotti, A. Carnahan, V. Colizza, K. Eames, J. Edmunds, G. Gomes, C. Koppeschaar, M. Rehn, R. Smallenburg, C. Turbelin, S. Van Noort, A. Vespignani
Clinical Microbiology and Infection 20 (2014)

O023: Combining electronic contacts data and virological data for studying the transmission of infections at hospital

C. Payet, A. Barrat, C. Cattuto, C. Régis, N. Khanafer, J. Pinton, B. Kim, B. Comte, B. Lina, P. Vanhems, N. Voirin
Antimicrobial Resistance and Infection Control 2:O23 (2013)

Time-varying social networks in a graph database: a Neo4j use case

A. Averbuch, C. Cattuto, A. Panisson, M. Quaggiotto
Proceeding GRADES \'13 First International Workshop on Graph Data Management Experiences and Systems Article No. 11 (2013)

Activity clocks: spreading dynamics on temporal networks of human contact

L. E. Gauvin, A. Panisson, C. Cattuto, A. Barrat
Scientific Reports 3 Article number: 3099 (2013)

Empirical temporal networks of face-to-face human interactions

A. Barrat, M. Nornberg, C. Cattuto, V. Colizza, F. Gesualdo, L. Isella, E. Pandolfi, J. Pinton, L. Ravà, C. Rizzo, M. Romano, J. Stehlé, A. E. Tozzi, W. Van den Broeck
EPJ Special Topics 222(6) (2013)

Gender homophily from spatial behavior in a primary school: A sociometric study

J. Stehlé, F. Charbonnier, T. Picard, C. Cattuto, A. Barrat
Social Networks 35,4 (2013)

Immunization strategies for epidemic processes in time-varying contact networks

M. Starnini, T. Picard, A. Machens, C. Cattuto, A. Barrat, R. Pastor-Satorras
Journal of Theoretical Biology 337 (2013)

Fingerprinting temporal networks of close-range human proximity

A. Panisson, L. E. Gauvin, A. Barrat, C. Cattuto
Proceedings of the International Workshop on the Impact of Human Mobility in Pervasive Systems and Applications (San Diego) (2013)

Estimating potential infection transmission routes in hospital wards using wearable proximity sensors

P. Vanhems, A. Barrat, C. Cattuto, J. Pinton, N. Khanafer, C. Régis, B. Kim, B. Comte, N. Voirin
PLoS ONE 8(9) (2013)

New Insights and Methods for Predicting Face-to-Face Contacts

C. Scholz, M. Atzmueller, G. Stumme, A. Barrat, C. Cattuto
International Conference of Weblogs and Social Media (ICWSM-13) (2013)

Wearable sensor networks for measuring face-to-face contact patterns in healthcare settings

A. Barrat, C. Cattuto, V. Colizza, L. Isella, C. Rizzo, A. E. Tozzi, W. Van den Broeck
Proceedings of the eHealth 2010 Conference Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 69 (2012)

Friendship prediction and homophily in social media

L. M. Aiello, A. Barrat, R. Schifanella, C. Cattuto, B. Markines, F. Menczer
ACM Transactions on the Web volume 6(2), article 9 (2012)

Real-time numerical forecast of global epidemic spreading: case study of 2009 A/H1N1pdm

M. Tizzoni, P. Bajardi, C. Poletto, J. J. Ramasco, D. Balcan, B. Gonçalves, N. Perra, V. Colizza, A. Vespignani
BMC Medicine 10:165 (2012)

On the usefulness of ontologies in epidemiology research and practice

J. Ferreira, D. Paolotti, F. M. Couto, M. J. Silva
The Journal of Epidemiology and Community Health 10.1136/jech (2012)

On the dynamics of human proximity for data diffusion in ad-hoc networks

A. Panisson, A. Barrat, C. Cattuto, W. Van den Broeck, G. Ruffo, R. Schifanella
Ad Hoc Networks 10, 9 (2012)

Rapid assessment of influenza vaccine effectiveness: analysis of an internet-based cohort

K. Eames, E. Brooks-Pollock, D. Paolotti, M. Perosa, C. Gioannini, J. Edmunds
Epidemiology and Infection, Available on CJO 140(7) (2012)

Understanding mobility in a social petri dish

M. Szell, R. Sinatra, G. Petri, S. Thurner, V. Latora
Scientific Reports 2 (2012)

Digital Epidemiology

M. Salathé, L. Bengtsson, T. J. Bodnar, D. D. Brewer, J. S. Brownstein, C. Buckee, E. Campbell, C. Cattuto, S. Khandelwal, P. Mabry, A. Vespignani
PLoS Computational Biology 8(7) (2012)

Dynamical classes of Collective Attention in Twitter

J. Lehmann.., B. Gonçalves, J. J. Ramasco, C. Cattuto
Proceedings of the 21st International Conference on World Wide Web WWW2012 (2012)

What\' s in a crowd? Analysis of face-to-face behavioral networks

L. Isella, J. Stehlé, A. Barrat, C. Cattuto, J. Pinton, W. Van den Broeck
Journal of Theoretical Biology 271 (2011)

Close encounters in a pediatric ward: measuring face-to-face proximity and mixing patterns with wearable radio frequency devices

W. Van den Broeck, V. Colizza, L. Ravà, L. Isella, F. Gesualdo, E. Pandolfi, C. Cattuto, A. E. Tozzi, A. Barrat, M. Romano, C. Rizzo
PLoS ONE 6(2), e17144 (2011)

Human Mobility Networks, Travel Restrictions, and the Global Spread of 2009 H1N1 Pandemic

P. Bajardi, C. Poletto, J. J. Ramasco, M. Tizzoni, V. Colizza, A. Vespignani
PLoS ONE 6(1): e16591 (2011)

High-Resolution Measurements of Face-to-Face Contact Patterns in a Primary School

J. Stehlé, N. Voirin, A. Barrat, C. Cattuto, L. Isella, J. Pinton, M. Quaggiotto, W. Van den Broeck, C. Régis, B. Lina, P. Vanhems
PLoS ONE 6(8), e23176 (2011)

Simulation of an SIR infectious disease model on the dynamic contact network of conference attendees

J. Stehlé, N. Voirin, A. Barrat, C. Cattuto, V. Colizza, L. Isella, C. Régis, J. Pinton, N. Khanafer, W. Van den Broeck, P. Vanhems
BMC Medicine 9 (2011)

Folks in folksonomies: Social link prediction from shared metadata

R. Schifanella, A. Barrat, C. Cattuto, B. Markines, F. Menczer
Proceedings of the 3rd International Conference on Web Search and Web (2010)

Link creation and profile alignment in the aNobii social network

L. M. Aiello, A. Barrat, C. Cattuto, G. Ruffo, R. Schifanella
Proceedings of the Second IEEE International Conference on Social Computing SocialCom 2010, Minneapolis, USA, August 20-22, 2010 (2010)

The Live Social Semantics application: a platform for integrating face-to-face presence with on-line social networking

G. Correndo, H. Alani, A. Barrat, C. Cattuto, W. Van den Broeck, M. Szomszor
Proceedings of the 8th Annual IEEE International Conference on Pervasive Computing and Communications (2010)

Semantics, Sensors, and the Social Web: The Live Social Semantics experiments

M. Szomszor, C. Cattuto, W. Van den Broeck, A. Barrat, H. Alani
Proceedings of the 7th Extended Semantic Web Conference ESWC10 Lecture Notes in Computer Science 6089 (2010)

Single aminoacidic mutations in meningococcal antigen fHbp have sizeable and predictable impact on its immunogenicity

D. Medini, A. Muzzi, D. Paolotti, D. Serruto, D. Brunelli, M. Comanducci, M. Guiliani, M. Scarselli, R. Rappouli, A. Covacci, M. Pizza
Proceedings of 17th International Pathogenic Neisseria Conference (2010)

Social dynamics in conferences: analyses of data from the Live Social Semantics application

A. Barrat, C. Cattuto, M. Szomszor, W. Van den Broeck, H. Alani
The Semantic Web – ISWC 2010 Lecture Notes in Computer Science 6497 (2010)

Dynamics of Person-to-Person Interactions from Distributed RFID Sensor Networks

C. Cattuto, W. Van den Broeck, A. Barrat, V. Colizza, J. Pinton, A. Vespignani
PLoS ONE 5(7) (2010)

Internet-based monitoring system for infuenza-like illness: H1N1 surveillance in Italy

D. Paolotti, C. Gioannini, V. Colizza, A. Vespignani
Proceedings of eHealth 2010 Casablanca 13-15 December 2010 (2010)

Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility

D. Balcan, H. Hu, B. Gonçalves, P. Bajardi, C. Poletto, J. J. Ramasco, D. Paolotti, N. Perra, M. Tizzoni, W. Van den Broeck, V. Colizza, A. Vespignani
BMC Medicine 7:45 (2009)

Estimate of Novel Influenza A/H1N1 cases in Mexico at the early stage of the pandemic with a spatially structured epidemic model

V. Colizza, A. Vespignani, N. Perra, C. Poletto, B. Gonçalves, H. Hu, D. Balcan, D. Paolotti, W. Van den Broeck, M. Tizzoni, P. Bajardi, J. J. Ramasco
Public Library of Science Currents: Influenza. RRN1129 (2009)

Modeling the critical care demand and antibiotics resources needed during the Fall 2009 wave of influenza A(H1N1) pandemic

D. Balcan, V. Colizza, A. Singer, C. Chouaid, H. Hu, B. Gonçalves, P. Bajardi, C. Poletto, J. J. Ramasco, N. Perra, M. Tizzoni, D. Paolotti, W. Van den Broeck, A. Valleron, A. Vespignani
PLoS Current Influenza 1133 (2009)

Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere

P. Bajardi, C. Poletto, D. Balcan, H. Hu, B. Gonçalves, J. J. Ramasco, D. Paolotti, N. Perra, M. Tizzoni, W. Van den Broeck, V. Colizza, A. Vespignani
Emerging Health Threats Journal 2:e11 (2009)

Social Spam Detection

B. Markines, C. Cattuto, F. Menczer
AIRWeb \'09 Proceedings of the 5th International Workshop on Adversarial Information Retrieval on the Web (2009)

Complex systems approach to the emergence of language

A. Baronchelli, C. Cattuto, V. Loreto, A. Puglisi
Language, Evolution, and the Brain. Hong Kong : City University of Hong Kong Press. (2009)

Collective dynamics of social annotation

C. Cattuto, A. Barrat, A. Baldassarri, G. Schehr, V. Loreto
PNAS 106 (2009)

Evaluating Similarity Measures for Emergent Semantics of Social Tagging

B. Markines, C. Cattuto, F. Menczer, D. Benz, A. Hotho, G. Stumme
WWW \'09 Proceedings of the 18th international conference on World wide web (2009)