Publications

Reclaiming stigmatized narratives: the networked disclosure landscape of #MeToo

Phys. Rev. Research

1, 033034

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

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

Pertussis Epidemiology, Immunology, and Evolution

Nature Reviews Physics

1, pages89–97 (2019)

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

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)

Nature

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

Suppressing the Search Engine Manipulation Effect (SEME)

1(2), Article 148.

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

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

1(2), Article 42

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

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

Evolution of the Internet k-dense structure

EPJ Data Science

7:33 (2018)

Qian Zhang, Márton Karsai and Alessandro Vespignani

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

arXiv

1512.089, 1-9 (2015).

B. Yucesoy and A.-L. Barabasi

Quantifying Randomness in Real Networks

EPJ Data Science

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

arXiv

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

Nature

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)

Nature

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

Suppressing the Search Engine Manipulation Effect (SEME)

1(2), Article 148.

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

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

1(2), Article 42

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

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