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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)

How Search Engine Data Enhance the Understanding of Determinants of Suicide in India and Inform Prevention: Observational Study

N. Adler, C. Cattuto, K. Kalimeri, D. Paolotti, M. Tizzoni, S. Verhulst, E. Yom-Tov, A. Young

Journal of Medical Internet Research Vol 21, No 1 (2019)

Predicting demographics, moral foundations, and human values from digital behaviours

K. Kalimeri, M. Beiró, M. Delfino, B. Raleigh, C. Cattuto

Computers in Human Behavior 92 (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)

Multiplex Networks - Basic Formalism and Structural Properties

E. Cozzo, G. Ferraz de Arruda, F. A. Rodrigues, Y. Moreno

Springer VII, 121 (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

G. Petri, A. Barrat

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)

Mining (maximal) span-cores from temporal networks

E. Galimberti, C. Cattuto, A. Barrat, F. Gullo, F. Bonchi

CIKM2018 (2018)

Change points, memory and epidemic spreading in temporal networks

T. D. P. Peixoto, L. E. Gauvin

Scientific Reports 8 / 15511 (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)

Multimodal Classification of Stressful Environments in Visually Impaired Mobility Using EEG and Peripheral Biosignals

C. Saitis, K. Kalimeri

IEEE Transactions on Affective Computing (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)

Multiplex Networks: A Framework for Studying Multiprocess Multiscale Connectivity Via Coupled‐Network Theory With an Application to River Deltas

A. Tejedor, A. Longjas, P. Passalacqua, Y. Moreno, E. Foufoula-Georgiu

Geophysical Research Letters (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)

Estimating the outcome of spreading processes on networks with incomplete information: A dimensionality reduction approach

A. Sapienza, A. Barrat, C. Cattuto, L. E. Gauvin

Physical Review E 98 / 1 (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)

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, 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)

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)

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)

A multilayer perspective for the analysis of urban transportation systems

A. Aleta, S. Meloni, Y. Moreno

Science Reports 7 7:44359 (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)

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)

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)

Resting-State fMRI Functional Connectivity: Big Data Preprocessing Pipelines and Topological Data Analysis

A. Phinyomark, E. Ibanez Marcelo, G. Petri

IEEE Transactions on Big Data 14, 8 (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)

Dependence of exponents on text length versus finite-size scaling for word-frequency distributions

A. Corral, F. Font Clos

Phys. Rev. E 96, 022318 (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)

Topological analysis of data: success and challenges of a new branch of data science

A. Patania, F. Vaccarino, G. Petri

EPJ Data Science 6:7 (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)

Asymptotic theory of time varying networks with burstiness and heterogeneous activation patterns

R. Burioni, E. Ubaldi, A. Vezzani

J. Stat. Mech. 054001 (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)

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)