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Global Misinformation Spillovers in the Vaccination Debate Before and During the COVID-19 Pandemic: Multilingual Twitter Study

J. Lenti, Y. Mejova, K. Kalimeri, A. Panisson, D. Paolotti, M. Tizzani, M. Starnini

JMIR Infodemiology 3:e44714 (2023)

Impact of tiered measures on social contact and mixing patterns of in Italy during the second wave of COVID-19

M. Tizzani, A. De Gaetano, C. I. Jarvis, A. Gimma, K. Wong, W. J. Edmunds, P. Beutels, N. Hens, P. Coletti, D. Paolotti

BMC Public Health 23:906 (2023)

The Thin Ideology of Populist Advertising on Facebook during the 2019 EU Elections

A. Capozzi, G. De Francisci Morales, Y. Mejova, C. Monti, A. Panisson

WWW '23: Proceedings of the ACM Web Conference 2023 (2023)

Moral Narratives Around the Vaccination Debate on Facebook

M. Beiró, J. D'Ignazi, V. Perez Bustos, M. F. Prado, K. Kalimeri

WWW '23: Proceedings of the ACM Web Conference 2023 (2023)

Evidence of Demographic rather than Ideological Segregation in News Discussion on Reddit

C. Monti, J. D'Ignazi, M. Starnini, G. De Francisci Morales

WWW '23: Proceedings of the ACM Web Conference 2023 (2023)

Participatory Surveillance for COVID-19 Trend Detection in Brazil: Cross-sectional Study

S. Wittwer, D. Paolotti, G. Lichand, O. Leal Neto

JMIR Public Health and Surveillance 9:e44517 (2023)

Evolutionarily conserved role of oxytocin in social fear contagion in zebrafish

I. Akinrinade, K. Kareklas, M. Teles, T. K. Reis, M. Gliksberg, G. Petri, G. Levkowitz, R. F. Oliveira

Science 379, 6638 (2023)

Attitudes towards booster, testing and isolation, and their impact on COVID-19 response in winter 2022/2023 in France, Belgium, and Italy: a cross-sectional survey and modelling study

G. De Meijere, E. Valdano, C. Castellano, M. Debin, C. Kengne-Kuetche, C. Turbelin, H. Noël, J. S. Weitz, D. Paolotti, L. Hermans, N. Hens, V. Colizza

The Lancet Regional Health - Europe 100614 (2023)

Simplicially driven simple contagion

M. Lucas, I. Iacopini, T. Robiglio, A. Barrat, G. Petri

Physical Review Research 5, 1 (2023)

On the forecastability of food insecurity

P. Foini, M. Tizzoni, G. Martini, D. Paolotti, E. Omodei

Scientific Reports 13, 2793 (2023)

Strengths and limitations of relative wealth indices derived from big data in Indonesia

D. Sartirano, K. Kalimeri, C. Cattuto, E. Delamónica, M. Garcia-Herranz, A. Mockler, D. Paolotti, R. Schifanella

Frontiers in Big Data 6 (2023)

Combining environmental and socioeconomic data to understand determinants of conflicts in Colombia

S. Fiandrino, C. Cattuto, D. Paolotti, R. Schifanella

Frontiers in Big Data 6 (2023)

Unraveling the COVID-19 hospitalization dynamics in Spain using Bayesian inference

A. Aleta, J. L. Blas-Laina, G. Tirado Angles, Y. Moreno

BMC Medical Research Methodology 23, 24 (2023)

Food composition databases in the era of Big Data: Vegetable oils as a case study

H. Ferraz De Arruda, A. Aleta, Y. Moreno

Frontiers in Nutrition 9 - 2022 (2023)

A dataset to assess mobility changes in Chile following local quarantines

L. Pappalardo, G. Cornacchia, V. Navarro, L. Bravo, L. Ferres

Scientific Data 10/6 (2023)

Effective Higher-Order Link Prediction and Reconstruction From Simplicial Complex Embeddings

S. Piaggesi, A. Panisson, G. Petri

Proceedings of the First Learning on Graphs Conference (LoG 2022) (2022)

Social behaviour and transmission of lameness in a flock of ewes and lambs

K. E. Lewis, E. Price, D. P. Croft, J. Langford, L. Ozella, C. Cattuto, L. E. Green

Frontiers in Veterinary Science 9:1027020 (2022)

Mapping urban socioeconomic inequalities in developing countries through Facebook advertising data

S. Piaggesi, S. Giurgola, M. Karsai, Y. Mejova, A. Panisson, M. Tizzoni

Frontiers in Big Data 5:1006352 (2022)

Psychotropic drug purchases during the COVID‑19 pandemic in Italy and their relationship with mobility restrictions

F. Marazzi, A. Piano Mortari, F. Belotti, G. Carrà, C. Cattuto, J. Kopinska, D. Paolotti, V. Atella

Scientific Reports 12, 19336 (2022)

I feel you: Mixed-methods study of social support of loneliness on twitter

Y. Mejova, A. Hommadova Lu

Computers in Human Behavior 136, 107389 (2022)

Data-driven micromobility network planning for demand and safety

P. Folco, L. E. Gauvin, M. Tizzoni, M. Szell

Environment and Planning B: Urban Analytics and City Science 0(0) (2022)

Polarizing Opinion Dynamics with Confirmation Bias

T. Chen, X. Wang, C. Tsourakakis

Proceedings SocInfo2022, Glasgow 19-21 October (2022)

Multilayer networks with higher-order interaction reveal the impact of collective behavior on epidemic dynamics

J. Wan, G. Ichinose, M. Small, H. Sayama, Y. Moreno, C. Cheng

Chaos, Solitons & Fractals 164, 112735 (2022)

Algorithmic Tools for Understanding the Motif Structure of Networks

T. Chen, B. Matejek, M. Mitzenmacher, C. Tsourakakis

Proceedings ECML-PKDD2022, Grenoble 19-23 September (2022)

Fairness in vulnerable attribute prediction on social media

M. Beiró, K. Kalimeri

Data Mining and Knowledge Discovery (2022)

Digital Epidemiology

Handbook of Computational Social Science for Policy, Springer (2022)

LibertyMFD: A Lexicon to Assess the Moral Foundation of Liberty.

O. Araque, L. Gatti, K. Kalimeri

GoodIT '22: Proceedings of the 2022 ACM Conference on Information Technology for Social Good (2022)

Discovering Polarization Niches via Dense Subgraphs with Attractors and Repulsers

A. Fazzone, T. Lanciano, R. Denni, C. Tsourakakis, F. Bonchi

Proceedings of the VLDB Endowment 15, 13 (2022)

Learning Deep Learning

H. Ferraz De Arruda, A. Benatti, C. H. Comin, L. da F. Costa

Revista Brasileira de Ensino de Física 44, e20220101 (2022)

Understanding and modelling accessibility topublic green in large urban centers usingOpenStreetMap data

A. Battiston, R. Schifanella

Proceedings of the Academic Track at State of the Map 2022 (2022)

Connecting Hodge and Sakaguchi-Kuramoto through a mathematical framework for coupled oscillators on simplicial complexes

A. Arnaudon, R. L. Peach, G. Petri, P. Expert

Communications Physics 5:211 (2022)

Cooperation in costly-access environments

H. Pérez-MartÍnez, C. Garcia-Lázaro, F. Dercole, Y. Moreno

New Journal of Physics 24 (2022)

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

PLoS Neglected Tropical Diseases 16(7): e0010565 (2022)

Multimodal urban mobility and multilayer transport networks

L. Alessandretti, L. G. Natera Orozco, M. Saberi, M. Szell, F. Battiston

Environment and Planning B: Urban Analytics and City Science 0(0) (2022)

Finding contrasting patterns in rhythmic properties between prose and poetry

H. Ferraz De Arruda, S. Martinelli Reia, F. Nascimento Silva, D. Raphael Amancio, L. Da Fontoura Costa

Physica A: Statistical Mechanics and its Applications 598 (2022)

Edge-colored directed subgraph enumeration on the connectome

B. Matejek, D. Wei, T. Chen, C. Tsourakakis, M. Mitzenmacher, H. Pfister

Scientific Report 12: 11349 (2022)

Modeling the impact of COVID-19 on future tuberculosis burden

M. Tovar, A. Aleta, J. Sanz, Y. Moreno

Nature - communications medicine 2/77 (2022)

Behavior Change Around an Online Health Awareness Campaign: A Causal Impact Study

V. Suarez-Lledó, Y. Mejova

Frontiers in Public Health 10 (1) (2022)

Toward understanding the communication in sperm whales

J. Andreas, G. Beguš, M. Bronstein, R. Diamant, D. Delaney, S. Gero, S. Goldwasser, D. F. Gruber, S. de Haas, P. Malkin, N. Pavlov, R. Payne, G. Petri, D. Rus, P. Sharma, D. Tchernov, P. Tønnesen, A. Torralba, R. J. Wood

iScience 25, 6 (2022)

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

PNAS 119 (26) e2112182119 (2022)

All the lonely people: Effects of social isolation on self-disclosure of loneliness on Twitter

A. Hommadova Lu, Y. Mejova

New Media & Society (2022)

Ensemble of opinion dynamics models to understand the role of the undecided about vaccines

J. Lenti, G. Raffo

Journal of Complex Networks 10/3 (2022)

Assessing the Risk of Spatial Spreading of Diseases in Hospitals

D. Lu, A. Aleta, Y. Moreno

Frontiers in Physics 10, 882314 (2022)

Impact of vaccine hesitancy on secondary COVID-19 outbreaks in the US: an age-structured SIR model

A. de Miguel-Arribas, A. Aleta, Y. Moreno

BMC Infectious Diseases 22, 511 (2022)

From subcritical behavior to a correlation-induced transition in rumor models

G. Ferraz de Arruda, L. G. S. Jeub, A. S. Mata, F. A. Rodrigues, Y. Moreno

Nature Communications 13, 3049 (2022)

The Effect of People Recommenders on Echo Chambers and Polarization

F. Cinus, M. Minici, C. Monti, F. Bonchi

Proceedings of the International AAAI Conference on Web and Social Media 16 (2022)

The rise and fall of countries in the global value chains

L. G. A. Alves, G. Mangioni, F. A. Rodrigues, P. Panzarasa, Y. Moreno

Scientific Reports 12, 9086 (2022)

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)

Time-varying graph representation learning via higher-order skip-gram with negative sampling

S. Piaggesi, A. Panisson

EPJ Data Science 11:33 (2022)

Evidence of pandemic fatigue associated with stricter tiered COVID-19 restrictions

F. Delussu, M. Tizzoni, L. E. Gauvin

PLoS Digital Health 1(5): e0000035 (2022)

Dynamics of economic unions: An agent-based model to investigate the economic and social drivers of withdrawals

C. Gracia-Lázaro, F. Dercole, Y. Moreno

Chaos, Solitons & Fractals 160, 112223 (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)

Measuring user engagement with low credibility media sources in a controversial online debate

S. Vilella, A. Semeraro, D. Paolotti, G. Ruffo

EPJ Data Science 11, 29 (2022)

The evolving causal structure of equity risk factors

G. D'Acunto, P. Bajardi, F. Bonchi, G. De Francisci Morales

ICAIF '21: Proceedings of the Second ACM International Conference on AI in Finance 5 (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)

Identifying urban features for vulnerable road user safety in Europe

M. Klanjcic, L. E. Gauvin, M. Tizzoni, M. Szell

EPJ Data Science 11: 27 (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)

Higher-Order Description of Brain Function

P. Expert, G. Petri

Higher-Order Systems (2022)

Social Contagion on Higher-Order Structures

A. Barrat, G. Ferraz de Arruda, I. Iacopini, Y. Moreno

Higher-Order Systems (2022)

Growing urban bicycle networks

M. Szell, S. Mimar, T. Perlman, G. Ghoshal, R. Sinatra

Scientific Report 12, 6765 (2022)

Higher-Order Systems

F. Battiston, G. Petri

Springer Cham Part of the book series: Understanding Complex Systems (UCS) (2022)

Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways

F. Fabbri, Y. Wang, F. Bonchi, C. Castillo, M. Mathioudakis

WWW '22: Proceedings of the ACM Web Conference 2022 (2022)

FreSCo: Mining Frequent Patterns in Simplicial Complexes

G. Preti, G. De Francisci Morales, F. Bonchi

WWW '22: Proceedings of the ACM Web Conference (2022)

A Need for a Paradigm Shift in Healthy Nutrition Research

A. Aleta, F. Brighenti, O. Jolliet, E. Meijaard, R. Shamir, Y. Moreno, M. Rasetti

Frontiers in Nutrition 9, 881465 (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)

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States

E. Y. Cramer, E. L. Ray, A. Vespignani

PNAS 119 (15) e2113561119 (2022)

From Reddit to Wall Street: the role of committed minorities in financial collective action

L. Lucchini, L. M. Aiello, L. Alessandretti, G. De Francisci Morales, M. Starnini, A. Baronchelli

Royal Society Open Science 9:211488 (2022)

Modelling how social network algorithms can influence opinion polarization

H. Ferraz De Arruda, F. M. Cardoso, G. Ferraz de Arruda, A. R. Hernández, L. Da Fontoura Costa, Y. Moreno

Information Sciences 588 (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)

Group interactions modulate critical mass dynamics in social convention

I. Iacopini, G. Petri, A. Baronchelli, A. Barrat

Communications Physics 5 / 64 (2022)

High spatial resolution dataset of La Mobilière insurance customers

A. Battiston, E. Massaro, C. R. Binder, R. Schifanella

Scientific Data 9 / 81 (2022)

Multi-relation Graph Summarization

X. Ke, A. Khan, F. Bonchi

Proceedings ACM Transactions on Knowledge Discovery from Data 16, 5/ Art. n°82 (2022)

Constraints

F. Bonchi, D. Garcia-Soriano, F. Gullo

Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD) Correlation Clustering, chap. 2 (2022)

Epidemic spreading in populations of mobile agents with adaptive behavioral response

P. C. Ventura, A. Aleta, F. A. Rodrigues, Y. Moreno

Chaos, Solitons & Fractals 156 (2022)

Modeling the effects of social distancing on the large-scale spreading of diseases

P. C. Ventura, A. Aleta, F. A. Rodrigues, Y. Moreno

Epidemics 38 (2022)

Conclusions and Open Problems

F. Bonchi, D. Garcia-Soriano, F. Gullo

Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD) Correlation Clustering, chap. 6 (2022)

Relaxed Formulations

F. Bonchi, D. Garcia-Soriano, F. Gullo

Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD) Correlation Clustering, chap. 3 (2022)

Other Types of Graphs

F. Bonchi, D. Garcia-Soriano, F. Gullo

Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD) Correlation Clustering, chap. 4 (2022)

Other Computational Settings

F. Bonchi, D. Garcia-Soriano, F. Gullo

Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD) Correlation Clustering, chap. 5 (2022)

Correlation Clustering

F. Bonchi, D. Garcia-Soriano, F. Gullo

Synthesis Lectures on Data Mining and Knowledge Discovery Vol. 12, No. 1 (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)

Indirect influence in social networks as an induced percolation phenomenon

J. Xie, X. Wang, L. Feng, J. Zhao, W. Liu, Y. Moreno, Y. Hu

PNAS 119 (9) (2022)

Emergence of Constructor-Based Irreversibility in Quantum Systems: Theory and Experiment

C. Marletto, V. Vedral, L. T. Knoll, F. Piacentini, E. Bernardi, E. Rebufello, A. Avella, M. Gramegna, I. Degiovanni, M. Genovese

Physical Review Letters 128, 080401 (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)

Sex Differences in Aggression Are Paralleled by Differential Activation of the Brain Social Decision-Making Network in Zebrafish

M. F. Scaia, I. Akinrinade, G. Petri, R. F. Oliveira

Frontiers in Behavioral Neuroscience 16: 784835 (2022)

Influential groups for seeding and sustaining nonlinear contagion in heterogeneous hypergraphs

G. St-Onge, I. Iacopini, V. Latora, A. Barrat, G. Petri, A. Allard, L. Hébert-Dufresne

Communications Physics 5, 25 (2022)

Topological Features of Electroencephalography are Robust to Re-referencing and Preprocessing

J. Billings, R. Tivadar, M. M. Murray, B. Franceschiello, G. Petri

Brain Topography 35 (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)

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) (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)

Integrating digital and field surveillance as complementary efforts to manage epidemic diseases of livestock: African swine fever as a case study

M. Tizzani, V. Muñoz-Gómez, M. De Nardi, D. Paolotti, O. Muñoz, P. Ceschi, A. Viltrop, I. Capua

Plos One 16(12): e0252972 (2021)

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)

Stabilization of cyclic processes by slowly varying forcing

J. Newman, M. Lucas, A. Stefanovska

Chaos 31, 123129 (2021)

Bridging LGBT+ Content Gaps Across Wikipedia Language Editions

M. Miquel-Ribé, A. Kaltenbrunner, J. M. Keefer

The International Journal of Information, Diversity, & Inclusion 5 (4) (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)

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)

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)

Uncovering the Limits of Text-based Emotion Detection

N. Alvarez-Gonzalez, A. Kaltenbrunner, V. Gómez

EMNLP 2021 - Conference on Empirical Methods in Natural Language Processing, Punta Cana, Dominican Republic Findings of the Association for Computational Linguistics: EMNLP 2021 (2021)

Emotion-Core: An Open Source framework for emotion detection research

N. Alvarez-Gonzalez, A. Kaltenbrunner, V. Gómez

Software Impacts 10 (2021)

Impact of data accuracy on the evaluation of COVID-19 mitigation policies

M. Starnini, A. Aleta, M. Tizzoni, Y. Moreno

Data & Policy 3: e28 (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)

Layer-wise relevance propagation for backbone identification in discrete fracture networks

S. Berrone, F. Della Santa, A. Mastropietro, S. Pieraccini, F. Vaccarino

Journal of Computational Science 55/101458 (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)

The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout

N. Gozzi, P. Bajardi, N. Perra

PLoS Computational Biology 17(9): e1009346 (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)

Finding densest k-connected subgraphs

F. Bonchi, D. Garcia-Soriano, A. Miyauchi, C. Tsourakakis

Discrete Applied Mathematics 305 (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)

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)

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

G. Preti, G. De Francisci Morales, M. Riondato

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

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

D. Garcia-Soriano, F. Bonchi

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

Counterfactual Graphs for Explainable Classification of Brain Networks

C. Abrate, F. Bonchi

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

Socio-economic determinants of mobility responses during the first wave of COVID-19 in Italy: from provinces to neighbourhoods

L. E. Gauvin, P. Bajardi, E. Pepe, B. Lake, F. Privitera, M. Tizzoni

Journal of the Royal Society Interface 18, 181 (2021)

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) (2021)

Representing Behavior, Consciousness, Learning: Will a Purely Classical Artificial Intelligence Be Enough?

M. Rasetti

Multiplicity and Interdisciplinarity (2021)

Forecast of Distributed Energy Generation and Consumption in a Partially Observable Electrical Grid: A Machine Learning Approach

E. Amparore, F. Cinus, C. Maestri, L. Petrocchi, D. Polinelli, F. Scarpa, A. Perotti, A. Panisson, P. Bajardi

2021 IEEE Madrid PowerTech (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)

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)

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)

YouTubing at Home: Media Sharing Behavior Change as Proxy for Mobility Around COVID-19 Lockdowns

Y. Mejova, N. Kourtellis

WebSci '21: 13th ACM Web Science Conference 2021 (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)

Evaluation of home detection algorithms on mobile phone data using individual-level ground truth

L. Pappalardo, L. Ferres, M. Sacasa, C. Cattuto, L. Bravo

EPJ Data Science 10:29 (2021)

A local-realistic model for quantum theory

P. Raymond-Robichaud

Proceedings of the Royal Society A 477 / 2250 (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)

The Role of Local Content in Wikipedia: A Study on Reader and Editor Engagement

M. M. Ribé, D. Laniado, A. Kaltenbrunner

Área Abierta 21/2 (2021)

Prediction of new scientific collaborations through multiplex networks

M. Tuninetti, A. Aleta, D. Paolotti, Y. Moreno, M. Starnini

EPJ Data Science 10:25 (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

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)

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 partially observed processes on temporal networks by Dynamics-Aware Node Embeddings (DyANE)

K. Sato, M. Oka, A. Barrat, C. Cattuto

EPJ Data Science 10:22 (2021)

Special Issue on Disinformation, Hoaxes and Propaganda within Online Social Networks and Media

Y. Mejova, M. Petrocchi, C. Scarton

Online Social Networks and Media 23/100132 (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)

Detecting adherence to the recommended childhood vaccination schedule from user-generated content in a US parenting forum

L. Betti, G. De Francisci Morales, L. E. Gauvin, K. Kalimeri, Y. Mejova, D. Paolotti, M. Starnini

PLoS Computational Biology 17(4): e1008919 (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)

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)

Simplicial and topological descriptions of human brain dynamics

J. Billings, M. Saggar, J. Hlinka, S. Keilholz, G. Petri

Network Neuroscience (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)

STruD: Truss Decomposition of Simplicial Complexes

G. Preti, G. De Francisci Morales, F. Bonchi

WWW '21: Proceedings of The Web Conference 2021 (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)

MISINFO 2021: Workshop on Misinformation Integrity in Social Networks

L. Garcia-Pueyo, A. Bhaskar, P. S. Kumar, P. Tsaparas, K. Garimella, Y. Sun, F. Bonchi

30th ACM The Web Conference 2021 (Ljubljana, Slovenia) (2021)

To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods

E. Amparore, A. Perotti, P. Bajardi

PeerJ Computer Science 7:e479 (2021)

The Language of Liberty: A preliminary study

O. Araque, L. Gatti, K. Kalimeri

30th Web Conference, WWW 2021 (2021)

On the interplay between educational attainment and nutrition: a spatially-aware perspective

N. Azizi Fard, G. De Francisci Morales, Y. Mejova, R. Schifanella

EPJ Data Science 10, 18 (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 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)

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

F. Cinus, F. Bonchi, C. Monti, A. Panisson

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)

Phase transitions and stability of dynamical processes on hypergraphs

G. Ferraz de Arruda, M. Tizzani, Y. Moreno

Communications Physics 4, 24 (2021)

No echo in the chambers of political interactions on Reddit

G. De Francisci Morales, C. Monti, M. Starnini

Scientific Reports 11, 2818 (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)

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)

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)

Immigration as a Divisive Topic: Clusters and Content Diffusion in the Italian Twitter Debate

S. Vilella, M. Lai, D. Paolotti, G. Ruffo

Future Internet 12 (10), 173 (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)

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)

Here, the huge rainbow within the COVID-19 storm

I. Capua, M. Rasetti

EClinicalMedicine Volumes 29–30 (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)

Statistical inference of assortative community structures

L. Zhang, T. D. P. Peixoto

Physical Review Research 2, 043271 (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)

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)

Measuring nestedness: A comparative study of the performance of different metrics

C. Payrató-Borràs, L. Hernández, Y. Moreno

Ecology and Evolution (2020)

Witnessing nonclassicality beyond quantum theory

C. Marletto, V. Vedral

Physical Review D 102, 086012 (2020)

Cognitive and Affective Assessment of Navigation and Mobility Tasks for the Visually Impaired via Electroencephalography and Behavioral Signals

R. Lupu, O. Mitruț, A. Stan, F. Ungureanu, K. Kalimeri, A. Moldoveanu

Sensors 20(20) (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)

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)

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)

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)

Impact of intra and inter-cluster coupling balance on the performance of nonlinear networked systems

J. Ye, P. Ji, D. Waxman, W. Lin, Y. Moreno

Chaos, Solitons and Fractals 39, 110065 (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)

New and atypical combinations: An assessment of novelty and interdisciplinarity

M. Fontana, M. Iori, F. Montobbio, R. Sinatra

Research Policy 49, 7 (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)

Data-driven contact structures: From homogeneous mixing to multilayer networks

A. Aleta, G. Ferraz de Arruda, Y. Moreno

Plos Computational Biology 16(7): e1008035 (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)

COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown

E. Pepe, P. Bajardi, L. E. Gauvin, F. Privitera, B. Lake, C. Cattuto, M. Tizzoni

Scientific Data 7, 230 (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)

A data-driven assessment of early travel restrictions related to the spreading of the novel COVID-19 within mainland China

A. Aleta, Q. Hu, J. Ye, P. Ji, Y. Moreno

Chaos, Solitons & Fractals 139 (2020)

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

Y. Mejova, K. Kalimeri

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)

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

J. Massachs Güell, C. Monti, G. De Francisci Morales, F. Bonchi

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

Learning Opinion Dynamics From Social Traces

C. Monti, G. De Francisci Morales, F. Bonchi

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)

Generating Realistic Interest-Driven Information Cascades

F. Cinus, F. Bonchi, C. Monti, A. Panisson

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

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)

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)

The Institutionalisation of Digital Public Health: Lessons Learned from the COVID-19 App

C. Cattuto, A. Spina

European Journal of Risk Regulation 11, 2 (2020)

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

Y. Mejova, K. Kalimeri

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

Evaluation of the potential incidence of COVID-19 and effectiveness of containment measures in Spain: a data-driven approach

A. Aleta, Y. Moreno

BMC medicine 18 (157) (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)

Spatial heterogeneity and socioeconomic determinants of opioid prescribing in England between 2015 and 2018

R. Schifanella, D. Delle Vedove, A. Salomone, P. Bajardi, D. Paolotti

BMC Medicine 18, 127 (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)

Comparison of Different Spike Train Synchrony Measures Regarding Their Robustness to Erroneous Data From Bicuculline-Induced Epileptiform Activity

M. Ciba, R. Bestel, C. Nick, G. Ferraz de Arruda

Neural Computation 32/5 (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)

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)

News and the city: understanding online press consumption patterns through mobile data

S. Vilella, D. Paolotti, G. Ruffo, L. Ferres

EPJ Data Science 9:10 (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)

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)

The new frontiers of AI in the arena of behavioral economics

M. Rasetti

Mind & Society (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)

Social contagion models on hypergraphs

G. Ferraz de Arruda, G. Petri, Y. Moreno

Physical Review Research 2 (2) (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)

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)

The impact of news exposure on collective attention in the United States during the 2016 Zika epidemic

M. Tizzoni, A. Panisson, D. Paolotti, C. Cattuto

PloS Computational Biology 16(3): e1007633 (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)

Collective dynamics of random Janus oscillator networks

T. Peron, D. Eroglu, F. A. Rodrigues, Y. Moreno

Physical Review Research 2, 013255 (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)

Phase transitions in information spreading on structured populations

J. Davis, N. Perra, Q. Zhang, Y. Moreno, A. Vespignani

Nature Physics 16 (5) (2020)

Macroscopic patterns of interacting contagions are indistinguishable from social reinforcement

L. Hébert-Dufresne, S. V. Scarpino, J. Young

Nature Physics 16 (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)

Different instances of time as different quantum modes: quantum states across space-time for continuous variables

V. Vedral, O. Dahlsten, T. Zhang

New Journal of Physics 22, 2 (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

D. Garcia-Soriano, F. Bonchi

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)

Traditional versus Facebook-based surveys: Evaluation of biases in self-reported demographic and psychometric information

K. Kalimeri, M. Beiró, A. Bonanomi, A. Rosina, C. Cattuto

Demographic Research 42 (5) (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)

Impact of the distribution of recovery rates on disease spreading in complex networks

G. Ferraz de Arruda, A. Petri, F. A. Rodrigues, Y. Moreno

Physical Review Research 2, 1 013046 (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)

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)

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)

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)

Privacy-Preserving Collaborative Prediction using Random Forests

I. Giacomelli, S. Jha, R. Kleiman, D. Page, K. Yoon

AMIA Summits on Translational Science Proceedings (2019)

Generating dynamical neuroimaging spatiotemporal representations (DyNeuSR) using topological data analysis

C. Geniesse, O. Sporns, G. Petri, M. Saggar

Network Neuroscience 3 (3) (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)

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

M. Rasetti

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

Quantifying echo chamber effects in information spreading over political communication networks

W. Cota, S. C. Ferreira, R. Pastor-Satorras, M. Starnini

EPJ Data Science 8: 35 (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)

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)

Replicator population dynamics of group interactions: Broken symmetry, thresholds for metastability, and macroscopic behavior

E. Artiges, C. Gracia-Lazaro, L. M. Floria, Y. Moreno

Physical Review E 100, 052307 (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)

Mapping the physics research space: a machine learning approach

M. Chinazzi, B. Goncalves, Q. Zhang, A. Vespignani

EPJ Data Science 8: 33 (2019)

MoralStrength: Exploiting a moral lexicon and embedding similarity for moral foundations prediction

K. Kalimeri, O. Araque, L. Gatti

Knowledge-Based Systems 191, 105184 (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)

Topology highlights mesoscopic functional equivalence between imagery and perception: The case of hypnotizability

E. Ibañez Marcelo, L. Campioni, A. Phinyomark, G. Petri, E. Santarcangelo

NeuroImage 200 (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)

Recommending Links to Control Elections via Social Influence

F. Corò, G. D'Angelo, Y. Velaj

Algorithms 12 (10) (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)

Quantifying Uncertainty in Online Regression Forests

T. Vasiloudis, G. De Francisci Morales, H. Boström

Journal of Machine Learning Research 20(155) (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)

Explore with caution: mapping the evolution of scientific interest in Physics

A. Aleta, S. Meloni, N. Perra, Y. Moreno

EPJ Data Science 8:27 (2019)

The interconnected wealth of nations: Shock propagation on global trade-investment multiplex networks

M. Starnini, M. Boguñá, M. Serrano

Scientific reports 9:13079 (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)

Study design and protocol for investigating social network patterns in rural and urban schools and households in a coastal setting in Kenya using wearable proximity sensors

M. Kiti, A. Melegaro, C. Cattuto, J. Nokes

Welcome Open Research 4:84 (2019)

The importance of unexpectedness: Discovering buzzing stories in anomalous temporal graphs

F. Bonchi, I. Bordino, F. Gullo, G. Stilo

Web Intelligence 17, 3 (2019)

Breaking the Spell of Nestedness: The Entropic Origin of Nestedness in Mutualistic Systems

C. Payrató-Borràs, L. Hernández, Y. Moreno

Physical Review X 9, 031024 (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)

Layer degradation triggers an abrupt structural transition in multiplex networks

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

Physical Review E 100, 012313 (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)

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)

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)

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)

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

Y. Mejova, K. Kalimeri

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

The dynamics of collective social behavior in a crowd controlled game

A. Aleta, Y. Moreno

EPJ Data Science 8: 22 (2019)

Simplicial models of social contagion

I. Iacopini, G. Petri, A. Barrat, V. Latora

Nature Communications 10: 2485 (2019)

Geometric randomization of real networks with prescribed degree sequence

M. Starnini, E. Ortiz, M. Serrano

New Journal of Physics 21, 053039 (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)

Firsthand Opiates Abuse on Social Media: Monitoring Geospatial Patterns of Interest Through a Digital Cohort

D. Balsamo, P. Bajardi, A. Panisson

Proceedings of the 2019 World Wide Web Conference (WWW '19) (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)

Spectral and topological analyses of the cortical representation of the head position: Does hypnotizability matter?

E. Ibañez Marcelo, L. Campioni, D. Manzoni, E. Santarcangelo, G. Petri

Brain and behavior 9, 6 e01277 (2019)

Topical alignment in online social systems

F. M. Cardoso, S. Meloni, A. Santanche, Y. Moreno

Frontiers in Physics 7 (2019)

Directionality reduces the impact of epidemics in multilayer networks

X. Wang, A. Aleta, D. Lu, Y. Moreno

New Journal of Physics 21, 093026 (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

A. Aleta, Y. Moreno

Annual Review of Condensed Matter Physics 10 (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)

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)

F. Bonchi

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)

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 21(1): e10179 (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)

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)

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)

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)

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)

Summarizing Graphs at Multiple Scales: New Trends

D. Koutra, J. Vreeken, F. Bonchi

IEEE International Conference on Data Mining (ICDM) 1097-1097 (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)

A Nobel opportunity for interdisciplinarity

M. Szell, Y. Ma, R. Sinatra

Nature Physics 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)

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)

Analysis of the Bitcoin blockchain: socio-economic factors behind the adoption

F. Parino, M. Beiró, L. E. Gauvin

EPJ Data Science 7(1), 38 (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)

Fundamentals of spreading processes in single and multilayer complex networks

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

Physics Reports 756 (2018)

Deep Learning for Computer Vision: A practitioner’s viewpoint

A. Panisson, A. Perotti

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

A polynomial eigenvalue approach for multiplex networks

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

New Journal of Physics 20 (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)

Multiplex Networks - Basic Formalism and Structural Properties

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

Multiplex Networks (Basic Formalism and Structural Properties) VII, 121 (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, 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)

Social Media Data per lo studio della disoccupazione giovanile italiana: il progetto LikeYouth

A. Bonanomi, K. Kalimeri, C. Cattuto, A. Rosina

STATISTICA & SOCIETÀ 7 / 1 (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 multilayer perspective for the analysis of urban transportation systems

A. Aleta, S. Meloni, Y. Moreno

Science Reports 7 7:44359 (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)

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)

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)

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)

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)

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)

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

A. Phinyomark, E. Ibañez 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)

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)

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

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)

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

R. Burioni, E. Ubaldi, A. Vezzani

J. Stat. Mech. 054001 (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)

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)

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)

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)

Irreversibility transition of colloidal polycrystals under cyclic deformation

P. K. Jana, M. Alava, S. Zapperi

Scientific Reports 7, 45550 (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)

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)

Heterogeneous resource allocation can change social hierarchy in public goods games.

S. Meloni, C. Xia, Y. Moreno

R Soc Open Sci. 4: 170092 (2017)

Search strategies of Wikipedia readers

G. C. Rodi, V. Loreto, F. Tria

Plos One (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)

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)

Nonparametric Bayesian inference of the microcanonical stochastic block model

T. D. P. Peixoto

Phys. Rev. E 95,012317 (2017)

Participatory Online Surveillance as a Supplementary Tool to Sentinel Doctors for Influenza-Like Illness Surveillance in Italy

D. Perrotta, A. Bella, C. Rizzo, D. Paolotti

PLOS|One (2017)

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

M. Rasetti

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)

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)

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)