Publications

The why, how, and when of representations for complex systems

2006.11913

Chintan Shah, Nima Dehmamy, Nicola Perra, Matteo Chinazzi, Albert-László Barabási, Alessandro Vespignani, Rose Yu

Modeling the impact of social distancing, testing, contact tracing and household quarantine on second-wave scenarios of the COVID-19 epidemic

Leo Torres, Ann S. Blevins, Danielle S. Bassett, Tina Eliassi-Rad

Searching for the backfire effect: Measurement and design considerations

Alberto Aleta, David Martín-Corral, Ana Pastore y Piontti, Marco Ajelli, Maria Litvinova, Matteo Chinazzi, Natalie E. Dean, M. Elizabeth Halloran, Ira M. Longini, Jr., Stefano Merler, Alex Pentland, Alessandro Vespignani, Esteban Moro & Yamir Moreno

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

PsyArXiv

10.31234/osf.io/ba2kc

Briony Swire-Thompson, Joseph DeGutis, David Lazer

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

Brennan Klein, Timothy LaRock, Stefan McCabe, Leo Torres, Lisa Friedland, Filippo Privitera, Brennan Lake, Moritz U. G. Kraemer, John S. Brownstein, David Lazer, Tina Eliassi-Rad, Samuel V. Scarpino, Alessandro Vespignani, and Matteo Chinazzi

10.1126/science.abb8001 (2020)

Juanjuan Zhang, Maria Litvinova, Yuxia Liang, Yan Wang, Wei Wang, Shanlu Zhao, Qianhui Wu, Stefano Merler, Cécile Viboud, Alessandro Vespignani, Marco Ajelli, Hongjie Yu

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

10.1126/sciadv.abc0764 (2020)

Nuria Oliver, Bruno Lepri, Harald Sterly, Renaud Lambiotte, Sébastien Delataille, Marco De Nadai, Emmanuel Letouzé, Albert Ali Salah, Richard Benjamins, Ciro Cattuto, Vittoria Colizza, Nicolas de Cordes, Samuel P. Fraiberger, Till Koebe Sune Lehmann, Juan Murillo, Alex Pentland, Phuong N Pham, Frédéric Pivetta, Jari Saramäki, Samuel V. Scarpino, Michele Tizzoni, Stefaan Verhulst and Patrick Vinck

Crowding and the epidemic intensity of COVID-19 transmission

Network Medicine Framework for Identifying Drug Repurposing Opportunities for COVID-19

Benjamin Rader, Samuel Scarpino, Anjalika Nande, Alison Hill, Benjamin Dalziel, Robert Reiner Jr., David Pigott, Bernardo Gutierrez, Munik Shrestha, John Brownstein, Marcia Castro, Huaiyu Tian, Bryan Grenfell, Oliver Pybus, Jessica Metcalf, Moritz U.G. Kraemer

Beyond R0: Heterogeneity in secondary infections and probabilistic epidemic forecasting

Deisy Morselli Gysi, Ítalo Do Valle, Marinka Zitnik, Asher Ameli, Xiao Gan, Onur Varol, Helia Sanchez, Rebecca Marlene Baron, Dina Ghiassian, Joseph Loscalzo, Albert-László Barabási

A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models

Laurent Hébert-Dufresne, Benjamin M. Althouse, Samuel V. Scarpino, Antoine Allard

The Immediate Effect of COVID-19 Policies on Social Distancing Behavior in the United States

Dianbo Liu, Leonardo Clemente, Canelle Poirier, Xiyu Ding, Matteo Chinazzi, Jessica T Davis, Alessandro Vespignani, Mauricio Santillana

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

SSRN

Rahi Abouk, Babak Heydari

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

The Lancet

Infectious Diseases

Juanjuan Zhang, Maria Litvinova, Wei Wang, Yan Wang, Xiaowei Deng, Xinghui Chen, Mei Li, Wen Zheng, Lan Yi, Xinhua Chen, Qianhui Wu, Yuxia Liang, Xiling Wang, Juan Yang, Kaiyuan Sun, Ira M Longini Jr, M Elizabeth Halloran, Peng Wu, Benjamin J Cowling, Stefano Merler, Cecile Viboud, Alessandro Vespignani, Marco Ajelli, Hongjie Yu

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

Brennan Klein, Timothy LaRock, Stefan McCabe, Leo Torres, Filippo Privitera, Brennan Lake, Moritz U. G. Kraemer, John S. Brownstein, David Lazer, Tina Eliassi-Rad, Samuel V. Scarpino, Matteo Chinazzi, and Alessandro Vespignani

10.1126/science.abb4218 (2020)

Moritz U. G. Kraemer, Chia-Hung Yang, Bernardo Gutierrez, Chieh-Hsi Wu, Brennan Klein, David M. Pigott, Open COVID-19 Data Working Group, Louis du Plessis, Nuno R. Faria, Ruoran Li, William P. Hanage, John S. Brownstein, Maylis Layan, Alessandro Vespignani, Huaiyu Tian, Christopher Dye, Oliver G. Pybus, Samuel V. Scarpino

Epidemiological data from the COVID-19 outbreak, real-time case information

Aggregated mobility data could help fight COVID-19

Bo Xu, Bernardo Gutierrez, Sumiko Mekaru, Kara Sewalk, Lauren Goodwin, Alyssa Loskill, Emily L. Cohn, Yulin Hswen, Sarah C. Hill, Maria M. Cobo, Alexander E. Zarebski, Sabrina Li, Chieh-Hsi Wu, Erin Hulland, Julia D. Morgan, Lin Wang, Katelynn O’Brien, Samuel V. Scarpino, John S. Brownstein, Oliver G. Pybus, David M. Pigott & Moritz U. G. Kraemer

Age profile of susceptibility, mixing, and social distancing shape the dynamics of the novel coronavirus disease 2019 outbreak in China

Caroline O. Buckee, Satchit Balsari, Jennifer Chan, Mercè Crosas, Francesca Dominici, Urs Gasser, Yonatan H. Grad, Bryan Grenfell, M. Elizabeth Halloran, Moritz U. G. Kraemer, Marc Lipsitch, C. Jessica E. Metcalf, Lauren Ancel Meyers, T. Alex Perkins, Mauricio Santillana, Samuel V. Scarpino, Cecile Viboud, Amy Wesolowski, Andrew Schroeder

Science, advocacy, and quackery in nutritional books: an analysis of conflicting advice and purported claims of nutritional best-sellers

Juanjuan Zhang, Maria Litvinova, Yuxia Liang, Yan Wang, Wei Wang, Shanlu Zhao, Qianhui Wu, Stefano Merler, Cecile Viboud, Alessandro Vespignani, Marco Ajelli, Hongjie Yu

#HashtagActivism: Networks of Race and Gender Justice

Rebecca M. Marton, Xindi Wang, Albert-László Barabási & John P. A. Ioannidis

Evolution of the Internet k-dense structure

The MIT Press

Sarah J. Jackson, Moya Bailey and Brooke Foucault Welles

IEEE/ACM Transactions on Networking

v.22, n.6, p.1769-1780, 2014

C. Orsini, E. Gregori, L. Lenzini, and D. Krioukov

Dynamic Models of Communication in an Online Friendship Network

Communication Methods and Measures

8(4), 223-243

Foucault Welles, B., Vashevko, A., Bennett, N., and Contractor, N

Exploration versus Exploitation in Space, Mind, and Society

Trends in Cognitive Sciences

Visualizing Computational Social Science: The Multiple Lives of a Complex Image

T. Hills, P. Todd, D. Lazer, A. Redish, I. Couzin & the Cognitive Search Research Group (M. Bateson, R. Cools, R. Dukas, L. Giraldeau, M. Macy, S. Page, R. Shiffrin, D. Stephens, J. Wolfe)

Target control of complex networks

Science Communication

13(1), 35-48. (2015)

Foucault Welles, B. and Meirelles, I.

Assessing the impact of travel restrictions on international spread of the 2014 West African Ebola epidemic

5:5415, 1-7 (2014).

Jianxi Gao, Y.-Y.Liu, R. M. D'Souza, A.-L. Barabási

M.E. Halloran, A. Vespignani, N. Bharti, L.R. Feldstein, K. A. Alexander, M. Ferrari, J. Shaman, J.M. Drake, T. Porco, J.N.S. Eisenberg, S.Y. Del Valle, E. Lofgren, S.V. Scarpino, M.C. Eisenberg, D. Gao, J.M. Hyman, S. Eubank, I.M. Longini Jr.

Eurosurveillance

19, 42, (2014)

C. Poletto, M.F. Gomes, A. Pastore y Piontti, L. Rossi, L. Bioglio, D.L. Chao, I.M. Longini, M.E. Halloran, V. Colizza, A. Vespignani

Cosmological Networks

New Journal of Physics

v.16, 093031, 2014

M. Boguna, M. Kitsak, and D. Krioukov

Brain Theory

Frontiers in Computational Neuroscience

v.8, 114, 2014

D. Krioukov

Tracing Coordination and Cooperation Structures via Semantic Burst Detection

EAI Endorsed Transactions on Collaborative Computing

Assessing the International Spreading Risk Associated with the 2014 West African Ebola Outbreak

Y. Lin, D. Margolin, D. Lazer

Collective credit allocation in science

PLOS Currents Outbreaks

1, doi: 10.1371, (2014)

M.F.C. Gomes, A. Pastore y Piontti, L. Rossi, D. Chao, I. Longini, M. Elizabeth Halloran, A. Vespignani

Proceedings of the National Academy of Sciences

111:34, 1-6 (2014).

H.-W. Shen, A.-L. Barabasi

A network framework of cultural history

A genetic epidemiology approach to cyber-security

345, 558-562 (2014).

M. Schich, C. Song, Y. Y. Ahn, A. Mirsky, M. Martino, A.-L. Barabási, D. Helbing

Using sociometers to quantify social interaction patterns

Scientific Reports

4:5659, 1-7 (2014).

S. Gil, A. Kott, A.-L. Barabási

Nature Scientific Reports

Human symptoms–disease network

J.-P. Onnela, B. Waber, A. Pentland, S. Schnorff, D. Lazer

Damage detection via shortest path network sampling

5:4212, 1-10 (2014).

X. Z. Zhou, J. Menche, A.-L. Barabási, A. Sharma

Entropy distribution and condensation in random networks with a given degree distribution

Physical Review E

89, 052816, (2014)

F. Ciulla, N. Perra, A. Baronchelli, A. Vespignani

Rising Tides or Rising Stars?: Dynamics of Shared Attention on Twitter During Media Events

Physical Review E

v.89, 062807, 2014

K. Anand, D. Krioukov, and G. Bianconi

PLoS One

Virtually Friends: An exploration of Friendship Claims and Expectations in Immersive Virtual Worlds

Y. Lin, B. Keegan, D. Margolin, D. Lazer

Journal of Virtual Worlds Research

7,2, article 7024, ISSN 1941-9477

Foucault Welles, B., Rousse, T., Merrill, N. and Contractor, N.

#Ferguson is Everywhere: Initiators in Emerging Counterpublic Networks

Information, Communication and Society

19(3), 397-418.

Jackson, S. and Foucault Welles, B.

Social Media Use and Adaptation Among Chinese Students Beginning to Study in the United States

International Journal for Intercultural Communication

50(1), 1-12

Forbush, E. and Foucault Welles, B.

Untangling performance from success

Online social networks and offline protest

1512.089, 1-9 (2015).

B. Yucesoy and A.-L. Barabasi

Quantifying Randomness in Real Networks

4 (1), 1-9 (2015)

Z.C. Steinert-Threlkeld, D. Mocanu, A. Vespignani, J. Fowler

Asymptotic theory for the dynamic of networks with heterogenous social capital allocation

6:8627, (2015)

Chiara Orsini, Marija M. Dankulov, Pol Colomer-de-Simón, Almerima Jamakovic, Priya Mahadevan, Amin Vahdat, Kevin E. Bassler, Zoltán Toroczkai, Marián Boguñá, Guido Caldarelli, Santo Fortunato & Dmitri Krioukov

R. Sinatra, P. Deville, M. Szell, D. Wang, A.-L. Barabási

Epidemic Processes in Complex Networks

1509.04563 (2015)

E Ubaldi, N Perra, M Karsai, A Vezzani, R Burioni, A Vespignani

Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform

Rev. Mod. Phys.

87, 925, (2015)

R. Pastor-Satorras, C. Castellano, P. Van Mieghem, and A. Vespignani

Machine Learning and Knowledge Discovery in Databases

237-240 (2015)

Q. Zhang, C. Gioannini, D. Paolotti, N. Perra, D. Perrotta, M. Quaggiotto, M. Tizzoni, and A. Vespignani

Network Geometry Inference using Common Neighbors

Spectrum of controlling and observing complex networks

Physical Review E

v.92, 022807, 2015

F. Papadopoulos, R. Aldecoa, and D. Krioukov

Wiki-Worthy: Collective Judgment of Candidate Notability

Nature Physics

1-8 (2015).

G. Yan, G. Tsekenis, B. Barzel, J.-J. Slotine, Y.-Y. Liu, A.-L. Barabási

Information, Communication and Society

Network Science: Destruction perfected

D. Margolin, B. Keegan, S. Goodman, Y. Lin, D. Lazer

Navigable Networks as Nash Equilibria of Navigation Games

524, 38-39 (2015).

I. A. Kovács, A.-L. Barabási

Expanding the Conversation: Multiplier Effects from a Deliberative Field Experiment

v.6, p.7651, 2015

A. Gulyas, J. Biro, A. Korosi, G. Retvari, and D. Krioukov

Political Communication

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

D. Lazer, A. Sokhey, M. Neblo, K. Esterling, R. Kennedy

The Lancet Infectious Diseases

15: 204–11 (2015)

S. Merler, M. Ajelli, L. Fumanelli, M.F.C. Gomes, A. Pastore y Piontti, L. Rossi, D.L. Chao, I.M. Longini Jr, M.E. Halloran, A. Vespignani

The Rise of the Social Algorithm

Vol. 348, Issue 6239, pp. 1090-1091

D. Lazer

Uncovering Social Semantics from Textual Traces: A Theory-Driven Approach and Evidence from Public Statements of U.S. Members of Congress

Journal of the Association for Information Science and Technology

Tracking employment shocks using mobile phone data

Y. Lin, D. Margolin, D. Lazer

Journal of the Royal Society Interface

2015;12 (107)

J. Toole, Y. Lin, E. Muehlegger, D. Shoag, M. Gonzalez, D. Lazer

Constructing minimal models for complex system dynamics

Volunteer Science: An Online Laboratory for Experiments in Social Psychology

6:7186, 1-8 (2015)

B. Barzel, Y.-Y. Liu, A.-L. Barabási

Social Psychology Quarterly

J. Radford, A. Pilny, A. Reichelmann, B. Keegan, B. F. Welles, J. Hoye, K. Ognyanova, W. Meleis, D. Lazer

Teams vs. Crowds: A Field Test of the Relative Contribution of Incentives, Member Ability, and Collaboration to Crowd-Based Problem Solving Performance

Academy of Management Discoveries

Vol. 3, No. 4

Christoph Riedl, Anita Williams Woolley

CoreScope: Graph Mining Using k-Core Analysis--Patterns, Anomalies, and Algorithms

Proceedings of the 16th IEEE ICDM'16

Barcelona, Spain, December 2016.

K. Shin, T. Eliassi-Rad, C. Faloutsos

MaxReach: Reducing Network Incompleteness through Node Probes

Proceedings of the 2016 IEEE/ACM ASONAM

San Francisco, CA, August 2016.

S. Soundarajan, T. EliassiRad, B. Gallagher, A. Pinar

From Comorbidities of Chronic Obstructive Pulmonary Disease to Identification of Shared Molecular Mechanisms by Data Integration

Hijacking #myNYPD: Social media Dissent and Networked Publics

BMC Bioinformatics

17: 1291 (2016).

D. Gomez-Cabrero, J. Menche, C. Vargas, I. Cano, D. Maier, A.-L. Barabasi, J. Tegner, J. Roca, and on Behalf of Synergy-COPD Consortia.

Quantifying the Evolution of Individual Scientific Impact

Journal of Communication

65(6), 932-952. (2016)

Jackson, S. J. and Foucault Welles, B.

Containing Ebola at the Source with Ring Vaccination

4: 354, 6312 (2016)

R. Sinatra, D. Wang, P. Deville, C. Song, A.-L. Barabasi

PLOS Neglected Tropical Diseases

10(11): e0005093 (2016)

Stefano Merler, Marco Ajelli, Laura Fumanelli, Stefano Parlamento, Ana Pastore y Piontti, Natalie E. Dean, Giovanni Putoto, Dante Carraro, Ira M. Longini Jr., M. Elizabeth Halloran, Alessandro Vespignani

An Experimental Investigation of Hyperbolic Routing with a Smart Forwarding Plane in NDN

IEEE/ACM International Symposium on Quality of Service

(IWQoS), 2016

V. Lehman, A. Gawande, R. Aldecoa, D. Krioukov, L. Wang, B. Zhang, and L. Zhang

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

Tissue Specificity of Human Disease Module

Scientific Reports

6:35724 (2016)

Enrico Ubaldi, Nicola Perra, Márton Karsai, Alessandro Vezzani, Raffaella Burioni, Alessandro Vespignani

What Terrorist Leaders Want: A Content Analysis of Terrorist Propaganda Videos

Scientific Reports

6: 35241 (2016).

M. Kitsak, A. Sharma, J. Menche, E. Guney, S.D. Ghiassian, J. Loscazlo, A.-L. Barabasi.

Studies in Conflict and Terrorism

Growing pains for global monitoring of societal events

Max Abrahms, Joseph Mroszczyk, Nick Beauchamp

Vol. 353, Issue 6307, pp. 1502-1503

W. Wang, R. Kennedy, D. Lazer, N. Ramakrishnan.

Controllability of Multiplex, Multi-time-scale Networks

Physical Review E 94: 3, 032316 (2016).

M. Posfai, J. Gao, S.P. Cornelius, A.-L. Barabasi, R. D’Souza.

Predicting and Interpolating State-level Polls using Twitter Textual Data

American Journal of Political Science

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

Nick Beauchamp

Control Principles of Complex Systems

BMC Medcine

14:30 (2016)

M. Ajelli, S. Merler, L. Fumanelli, A. Pastore y Piontti, N. E. Dean, I. M. Longini, M. E. Halloran and A. Vespignani.

88:3, 035006-035064 (2016).

Review of Modern Physics

Y.-Y. Liu, A.-L. Barabasi.

NimbleCore: A Space-efficient External Memory Algorithm for Estimating Core Numbers

Proceedings of the 2016 IEEE/ACM ASONAM

San Francisco, CA, August 2016

P. Govindan, S. Soundarajan, T. Eliassi-Rad, C. Faloutsos

Projected spread of Zika virus in the Americas

Biorxiv

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

Q. Zhang, K. Sun, M. Chinazzi, A. Pastore y Piontti, N.E. Dean, D. Rojas, S. Merler, D. Mistry, P. Poletti, L. Rossi, M. Bray, M.E. Halloran, I. Longini and A. Vespignani.

Mathematical and Statistical Modeling for Emerging and Re-emerging Infectious Diseases

Springer, G. Chowell and J.M. Hyman (eds), pp 39-56 (2016)

A. Pastore y Piontti, Q. Zhang, M. F. C. Gomes, L. Rossi, C. Poletto, V. Colizza, D.L. Chao, I. Longing, M.E. Halloran and A. Vespignani.

Resilience and Efficiency in Transportation Networks

Simulations for designing and interpreting intervention trials in infectious diseases

Science Advances

3: e1701079

A. Ganin, M. Kitsak, D. Marchese, J. M. Keisler, T. Seager, and I. Linkov

BMC Medicine

15:223

M. Elizabeth Halloran, Kari Auranen, Sarah Baird, Nicole E. Basta, Steven E. Bellan, Ron Brookmeyer, Ben S. Cooper, Victor DeGruttola, James P. Hughes, Justin Lessler, Eric T. Lofgren, Ira M. Longini, Jukka-Pekka Onnela, Berk Özler, George R. Seage, Thomas A. Smith, Alessandro Vespignani, Emilia Vynnycky and Marc Lipsitch

Games for Civic Renewal

Vol. 26, No. 1 (2017), pp. 135-192

The Good Society

Miller J, Shugars, S, Levine, D.

Anchored correlation explanation: Topic modeling with minimal domain knowledge

Transactions of the Association for Computational Linguistics

5, 529-542

Gallagher, R. J., Reing, K., Kale, D., & Steeg, G. V.

Exact geodesic distances in FLRW spacetimes

Network control principles predict neuron function in the Caenorhabditis elegans connectome

Physical Review D

96, 103538

William J. Cunningham, David Rideout, James Halverson, and Dmitri Krioukov

doi:10.1038/nature24056 (2017)

Nature Letter

Gang Yan, Petra E. Vértes, Emma K. Towlson, Yee Lian Chew, Denise S. Walker, William R. Schafer, Albert-László Barabási

Sparse Maximum-Entropy Random Graphs with a Given Power-Law Degree Distribution

Journal of Statistical Physics

173: 806

Pim van der Hoorn, Gabor Lippner, Dmitri Krioukov

Machine learning in the string landscape

Journal of High Energy Physics

2017: 157

Jonathan Carifio, James Halverson, Dmitri Krioukov, Brent D. Nelson

The risk of sustained sexual transmission of Zika is underestimated

Adding noise to the institution: an experimental welfare investigation of the contribution-based grouping mechanism

PLoS Pathogens

13(9): e1006633

Antoine Allard, Benjamin M. Althouse, Laurent Hébert-Dufresne, Samuel V. Scarpino

Social Choice and Welfare

Heinrich H. Nax, Stefano Balietti, Ryan O. Murphy, Dirk Helbing

Fostering reproducibility in industry-academia research

Vol. 357, Issue 6353, pp. 759-761 (2017)

B. R. Jasny, N. Wigginton, M. McNutt, T. Bubela, S. Buck, R. Cook-Deegan, T. Gardner, B. Hanson, C. Hustad, V. Kiermer, D. Lazer, A. Lupia, A. Manrai, L. McConnell, K. Noonan, E. Phimister, B. Simon, K. Strandburg, Z. Summers, D. Watts

Navigability of Random Geometric Graphs in the Universe and Other Spacetimes

Nature Scientific Reports

7: 8699

William Cunningham, Konstantin Zuev, Dmitri Krioukov

Estimates of non-heterosexual prevalence: The roles of anonymity and privacy in survey methodology

Archives of Sexual Behavior

47(4), 1069-1084.

Robertson, R. E., Tran, F., Lewark, L., & Epstein, R.

Geohyperbolic Routing and Addressing Schemes

ACM SIGCOMM Computer Communication Review

Volume 47 Issue 3, July 2017

Ivan Voitalov, Rodrigo Aldecoa, Lan Wang, Dmitri Krioukov

A DSM-5-Based Online Mental Health Referral Inventory: A Large-Scale Validation Study

Journal of Technology in Human Services

35(3), 231-246

Epstein, R., Ho, M., Hyun, S., Le, C., Robertson, R. E., & Stout, D.

ε - WGX: Adaptive Edge Probing for Enhancing Incomplete Networks

Deliberative Self-Organizing Traffic Lights with Elementary Cellular Automata

Web Science

(2017)

Soundarajan, Sucheta; Eliassi-Rad, Tina; Gallagher, Brian; Pinar, Ali

Random walks on activity-driven networks with attractiveness

Complexity

Volume 2017 (2017)

Jorge L. Zapotecatl, David A. Rosenblueth, and Carlos Gershenson

Data ex Machina: Introduction to Big Data

Phys. Rev. E

95, 052318

Laura Alessandretti, Kaiyuan Sun, Andrea Baronchelli, and Nicola Perra

Annual Review of Sociology

2017. 43:19–39

David Lazer and Jason Radford

Winning on the Merits: The Joint Effects of Content and Style on Debate Outcomes

Transactions of the Association for Computational Linguistics

Volume 5 - 2017 p.219-232

Lu Wang, Sarah Shugars, and Kechen Qin, Nick Beauchamp

Pertussis Epidemiology, Immunology, and Evolution

The chaperone effect in scientific publishing

Oxford University Press

1st edition

Pejman Rohani and Samuel Scarpino (editors)

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

Vedran Sekara, Pierre Deville, Sebastian E. Ahnert, Albert-László Barabási, Roberta Sinatra, and Sune Lehmann

Epidemic spreading on time-varying multiplex networks

Springer

1st ed. 2019

Ana Pastore y Piontti, Nicola Perra, Luca Rossi, Nicole Samay, Alessandro Vespignani

A structural transition in physical networks

Phys. Rev. E

98, 062303

Quan-Hui Liu, Xinyue Xiong, Qian Zhang, and Nicola Perra

563, pages 676–680 (2018)

Nima Dehmamy, Soodabeh Milanlouei & Albert-László Barabási

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

Quantifying reputation and success in art

115 (50) 12680-12685

Quan-Hui Liu, Marco Ajelli, Alberto Aleta, Stefano Merler, Yamir Moreno, and Alessandro Vespignani

The Formula: The Universal Laws of Success

08 Nov 2018: eaau7224

Samuel P. Fraiberger, Roberta Sinatra, Magnus Resch, Christoph Riedl, Albert-László Barabási

Little, Brown and Company

Auditing Partisan Audience Bias within Google Search

Albert-László Barabási

Proceedings of the ACM: Human-Computer Interaction

1(2), Article 148.

Ronald E. Robertson, Shan Jiang, Kenneth Joseph, Lisa Friedland, David Lazer, Christo Wilson

Suppressing the Search Engine Manipulation Effect (SEME)

Proceedings of the ACM: Human-Computer Interaction

1(2), Article 42

Epstein, R., Robertson, R.E., Lazer, D., & Wilson, C.

Network integration of multi-tumour omics data suggests novel targeting strategies

9, Article number: 4514 (2018)

Ítalo Faria do Valle, Giulia Menichetti, Giorgia Simonetti, Samantha Bruno, Isabella Zironi, Danielle Fernandes Durso, José C. M. Mombach, Giovanni Martinelli, Gastone Castellani & Daniel Remondini

Quantifying the risk of local Zika virus transmission in the contiguous US during the 2015–2016 ZIKV epidemic

Link transmission centrality in large-scale social networks

BMC Medicine

201816:195

Kaiyuan Sun, Qian Zhang, Ana Pastore-Piontti, Matteo Chinazzi, Dina Mistry, Natalie E Dean, Diana Patricia Rojas, Stefano Merler, Piero Poletti, Luca Rossi, M Elizabeth Halloran, Ira M Longini Jr and Alessandro Vespignani

Caenorhabditis elegans and the network control framework—FAQs

7:33 (2018)

Qian Zhang, Márton Karsai and Alessandro Vespignani

Politics with the People: Building a Directly Representative Democracy

Phil. Trans. R. Soc. B

373: 20170372.

Emma K. Towlson, Petra E. Vértes, Gang Yan, Yee Lian Chew, Denise S. Walker, William R. Schafer, Albert-László Barabási

Cambridge University Press

Vacuum Selection from Cosmology on Networks of String Geometries

Michael A. Neblo, Kevin M. Esterling, David M. J. Lazer

How intermittent breaks in interaction improve collective intelligence

Phys. Rev. Lett.

121, 101602

Jonathan Carifio, William J. Cunningham, James Halverson, Dmitri Krioukov, Cody Long, and Brent D. Nelson

Graph Distance from the Topological View of Non-backtracking Cycles

115 (35) 8734-8739

Ethan Bernstein, Jesse Shore, and David Lazer

Causal Set Generator and Action Computer

1807.09592 (2018)

Leo Torres, Pablo Suarez-Serrato, Tina Eliassi-Rad

Computer Physics Communications

Volume 233, December 2018, Pages 123-133

W. J. Cunningham and D. Krioukov

Typical distances in the directed configuration model

The Annals of Applied Probability

Volume 28, Number 3 (2018), 1739-1792.

Pim van der Hoorn and Mariana Olvera-Cravioto

Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology

The Unmapped Chemical Complexity of Our Diet

NeurIPS

Nima Dehmamy, Albert-László Barabási, Rose Yu

Nature’s reach: narrow work has broad impact

Albert-László Barabási, Giulia Menichetti and Joseph Loscalzo

Mapping the physics research space: a machine learning approach

575, 32-34 (2019)

Alexander J. Gates, Qing Ke, Onur Varol, Albert-László Barabási

Scale-free Networks Well Done

8: 33 (2019)

Matteo Chinazzi, Bruno Gonçalves, Qian Zhang & Alessandro Vespignani

Success in books: predicting book sales before publication

Phys. Rev. Research

1, 033034

Ivan Voitalov, Pim van der Hoorn, Remco van der Hofstad, and Dmitri Krioukov

Reclaiming stigmatized narratives: the networked disclosure landscape of #MeToo

8: 31 (2019)

Xindi Wang, Burcu Yucesoy, Onur Varol, Tina Eliassi-Rad, Albert-László Barabási

Improving Robustness to Attacks Against Vertex Classification

SOC arXiv

Ryan Gallagher, Elizabeth Stowell, Andrea G. Parker, Brooke Foucault Welles

(held in conjunction with KDD'19), August 2019

MLG'19

Benjamin A. Miller, Mustafa Çamurcu, Alexander J. Gomez, Kevin Chan, Tina Eliassi-Rad

Network-based prediction of protein interactions

10, Article number: 1240 (2019)

István A. Kovács, Katja Luck, Kerstin Spirohn, Yang Wang, Carl Pollis, Sadie Schlabach, Wenting Bian, Dae-Kyum Kim, Nishka Kishore, Tong Hao, Michael A. Calderwood, Marc Vidal & Albert-László Barabási

Network-based prediction of drug combinations

10, Article number: 1240 (2019)

Feixiong Chen, István A. Kovács & Albert László Barabási

Fake news on Twitter during the 2016 U.S. presidential election

Vol. 363, Issue 6425, pp. 374-378

Nir Grinberg, Kenneth Joseph, Lisa Friedland, Briony Swire-Thompson, David Lazer

Taking census of physics

Multilevel Network Alignment

Nature Reviews Physics

1, pages89–97 (2019)

Federico Battiston, Federico Musciotto, Dashun Wang, Albert-László Barabási, Michael Szell & Roberta Sinatra

WWW '18: Proceedings of the 2018 World Wide Web Conference

Pages 2344–2354

Si Zhang, Hanghang Tong, Ross Maciejewski, and Tina Eliassi-Rad

On the predictability of infectious disease outbreaks

The future of influenza forecasts

Volume 10, pp. 898

Scarpino, Samuel V. and Petri, Giovanni

Volume 116, Issue 8, pp. 2802-2804

Cécile Viboud, Alessandro Vespignani

Finding Patient Zero: Learning Contagion Source with Graph Neural Networks

The why, how, and when of representations for complex systems

2006.11913

Chintan Shah, Nima Dehmamy, Nicola Perra, Matteo Chinazzi, Albert-László Barabási, Alessandro Vespignani, Rose Yu

Modeling the impact of social distancing, testing, contact tracing and household quarantine on second-wave scenarios of the COVID-19 epidemic

Leo Torres, Ann S. Blevins, Danielle S. Bassett, Tina Eliassi-Rad

Searching for the backfire effect: Measurement and design considerations

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

PsyArXiv

10.31234/osf.io/ba2kc

Briony Swire-Thompson, Joseph DeGutis, David Lazer

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

10.1126/science.abb8001 (2020)

Juanjuan Zhang, Maria Litvinova, Yuxia Liang, Yan Wang, Wei Wang, Shanlu Zhao, Qianhui Wu, Stefano Merler, Cécile Viboud, Alessandro Vespignani, Marco Ajelli, Hongjie Yu

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

10.1126/sciadv.abc0764 (2020)

Crowding and the epidemic intensity of COVID-19 transmission

Network Medicine Framework for Identifying Drug Repurposing Opportunities for COVID-19

Beyond R0: Heterogeneity in secondary infections and probabilistic epidemic forecasting

Deisy Morselli Gysi, Ítalo Do Valle, Marinka Zitnik, Asher Ameli, Xiao Gan, Onur Varol, Helia Sanchez, Rebecca Marlene Baron, Dina Ghiassian, Joseph Loscalzo, Albert-László Barabási

A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models

Laurent Hébert-Dufresne, Benjamin M. Althouse, Samuel V. Scarpino, Antoine Allard

The Immediate Effect of COVID-19 Policies on Social Distancing Behavior in the United States

Dianbo Liu, Leonardo Clemente, Canelle Poirier, Xiyu Ding, Matteo Chinazzi, Jessica T Davis, Alessandro Vespignani, Mauricio Santillana

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

SSRN

Rahi Abouk, Babak Heydari

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

The Lancet

Infectious Diseases

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

10.1126/science.abb4218 (2020)

Epidemiological data from the COVID-19 outbreak, real-time case information

Aggregated mobility data could help fight COVID-19

Age profile of susceptibility, mixing, and social distancing shape the dynamics of the novel coronavirus disease 2019 outbreak in China

Science, advocacy, and quackery in nutritional books: an analysis of conflicting advice and purported claims of nutritional best-sellers

Juanjuan Zhang, Maria Litvinova, Yuxia Liang, Yan Wang, Wei Wang, Shanlu Zhao, Qianhui Wu, Stefano Merler, Cecile Viboud, Alessandro Vespignani, Marco Ajelli, Hongjie Yu

#HashtagActivism: Networks of Race and Gender Justice

Rebecca M. Marton, Xindi Wang, Albert-László Barabási & John P. A. Ioannidis