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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. Pebody, A. O Franco, Y. Moreno, S. Meloni, C. Koppeschaar, C. Kjelsø, R. Mexia, D. Paolotti
PLOS Computational Biology (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. Pebody, A. O 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)

The structured backbone of temporal social ties

T. Kobayashi, T. Takagushi, A. Barrat
Nature Communications 10 (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 (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) Lecture Notes in Computer Science, 11376 (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)

Scalable dynamic graph summarization

I. Tsalouchidou, G. De Francisci Morales, F. Bonchi, R. Baeza-Yates
Big Data (Big Data), 2016 IEEE International Conference on (2018)

Topological Data Analysis of Biomedical Big Data"

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

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)

Topology highlights mesoscopic functional equivalence between imagery and perception

G. Petri, E. Ibanez Marcelo, L. Campioni, A. Phinyomark, E. Santarcangelo
International Journal of Phychophysiology 131 S27-S28 (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) 397-406 (2018)

Summarizing Graphs at Multiple Scales: New Trends

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

Simplicial Activity Driven Model

Physical Review Letters 121, 228301 (2018)

A Nobel opportunity for interdisciplinarity

M. Szell, Y. Ma, R. Sinatra
Nature 14 (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)

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)

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)

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)

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)

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)

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, 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. Ibanez Marcelo, S.T. Osis, R. Ferber
Journal of medical and biological engineering. 2):244-60. (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)

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)

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)

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)

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. Ibanez 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)

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)

The shape of collaborations

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

Analysis of Big Data in Gait Biomechanics: Current Trends and Future Directions

A. Phinyomark, A. Petri, E. Ibanez Marcelo, S.T. Osis, R. Ferber
Journal of Medical and Biological Engineering 38/2 (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)

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)

Universal features of amorphous plasticity

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

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
Int. J. Circ Theor. Appl. (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)