Publications

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Improving election prediction internationally
Ryan Kennedy, Stefan Wojcik, David Lazer
Science
The need for a translational science of democracy
Michael A. Neblo, William Minozzi, Kevin M. Esterling, Jon Green, Jonathon Kingzette, David M. J. Lazer
Science
The Network behind the cosmic web.
B.C. Coutinho, S. Hong, K. Albrecht, A. Day, A.-L. Barabasi, P.Torrey, M. Vogelsberger, L. Hernquist.
ArXiv.orgarXiv1604.03236v2, 1-5 (2016).
Containing Ebola at the Source with Ring Vaccination
​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
PLOS Neglected Tropical Diseases 10(11): e0005093 (2016)
Control Principles of Complex Systems.
Y.-Y. Liu, A.-L. Barabasi.
Review of Modern Physics 88:3, 035006-035064 (2016).
Universal resilience patterns in complex networks.
J. Gao, B. Barzel, A.-L. Barabasi.
Nature 530, 307-312 (2016).
Controllability analysis of the directed human protein interaction network identifies disease genes and drug targets.
A. Vinayagama, T.E. Gibsonb, H.-J. Lee, B. Yilmazeld, C. Roeseld, Y. Kwona, A. Sharma, Y.-Y. Liu, N. Perrimona, A.-L. Barabasi.
Proceedings of the National Academy of Sciences10.1073, 1-6 (2016).
​Real-Time Assessment of the International Spreading Risk Associated with the 2014 West African Ebola Outbreak
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.
Mathematical and Statistical Modeling for Emerging and Re-emerging Infectious Diseases, Springer, G. Chowell and J.M. Hyman (eds), pp 39-56 (2016)
Results from the centers for disease control and prevention’s predict the 2013–2014 Influenza Season Challenge
M. Biggerstaff, D. Alper , M. Dredze , S. Fox , I. Chun-Hai Fung, K.S. Hickmann, B. Lewis , R. Rosenfeld, J. Shaman, Ming-Hsiang Tsou, P. Velardi, A. Vespignani, L. Finelli and for the Influenza Forecasting Contest Working Group
BMC Infectious Diseases 16:357 (2016)
​Asymptotic theory of time-varying social networks with heterogeneous activity and tie allocation
Enrico Ubaldi, Nicola Perra, Márton Karsai, Alessandro Vezzani, Raffaella Burioni, Alessandro Vespignani
Scientific Reports 6:35724 (2016)
Predicting and Interpolating State-level Polls using Twitter Textual Data
Nick Beauchamp
American Journal of Political Science, 2016.
From Comorbidities of Chronic Obstructive Pulmonary Disease to Identification of Shared Molecular Mechanisms by Data Integration.
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.
BMC Bioinformatics 17: 1291 (2016).
What Terrorist Leaders Want: A Content Analysis of Terrorist Propaganda Videos
Max Abrahms, Joseph Mroszczyk, Nick Beauchamp
Studies in Conflict and Terrorism, 2016 (with Max Abrahms and Joseph Mroszczyk).
Spatiotemporal dynamics of the Ebola epidemic in Guinea and implications for vaccination and disease elimination: a computational modeling analysis
M. Ajelli, S. Merler, L. Fumanelli, A. Pastore y Piontti, N. E. Dean, I. M. Longini, M. E. Halloran and A. Vespignani.
BMC Medcine 14:30 (2016)
Hamiltonian Dynamics of Preferential Attachment
K. Zuev, F. Papadopoulos, and D. Krioukov
Journal of Physics A: Mathematical and Theoretical, v.49, n.10, p.105001, 2016
Hijacking #myNYPD: Social media Dissent and Networked Publics
Jackson, S. J. and Foucault Welles, B.
Journal of Communication. 65(6), 932-952. (2016)
An Experimental Investigation of Hyperbolic Routing with a Smart Forwarding Plane in NDN
V. Lehman, A. Gawande, R. Aldecoa, D. Krioukov, L. Wang, B. Zhang, and L. Zhang
IEEE/ACM International Symposium on Quality of Service (IWQoS), 2016
#Ferguson is Everywhere: Initiators in Emerging Counterpublic Networks
Jackson, S. and Foucault Welles, B.
2016
Clustering Implies Geometry in Networks
D. Krioukov
Physical Review Letters v.116, 208302, 2016
Eigen-optimization on Large Graphs by Edge Manipulation
C. Chen, H. Tong, B.A. Prakash, T. Eliassi-Rad, M. Faloutsos, C. Faloutsos
ACM Transactions on Knowledge Discovery in Data (TKDD), 10(4), Article 49, June 2016.
Rate or Trade? Identifying Winning Ideas in Open Idea Sourcing
Blohm, I., Riedl, C., Füller, J., Leimeister, J. M. (2016).
Information Systems Research, 27(1), 27-48
Volunteer Science: An Online Laboratory for Experiments in Social Psychology
J. Radford, A. Pilny, A. Reichelmann, B. Keegan, B. F. Welles, J. Hoye, K. Ognyanova, W. Meleis, D. Lazer
Social Psychology Quarterly
Generating Graph Snapshots from Streaming Edge Data
S. Soundarajan, A. Tamersoy, E.B. Khalil, T. Eliassi-Rad, D.H. Chau, B. Gallagher, K. Roundy
Proceedings of the 25th International World Wide Web Conference (WWW’16), Poster Track, Montreal, Canada, April 2016
Scaling Identity Connects Human Mobility and Social Interactions.Proceedings of the National Academy of Sciences
P. Deville, C. Song, N. Eagle, V. D. Blondel, A.-L. Barabasi, D. Wang.
113: 26, 7047-7052 (2016).
Wiki-Worthy: Collective Judgment of Candidate Notability
D. Margolin, B. Keegan, S. Goodman, Y. Lin, D. Lazer
Information, Communication and Society, 2015.
Tissue Specificity of Human Disease Module.
M. Kitsak, A. Sharma, J. Menche, E. Guney, S.D. Ghiassian, J. Loscazlo, A.-L. Barabasi.
Scientific Reports 6: 35241 (2016).
The dynamics of information-driven coordination phenomena: A transfer entropy analysis
J. Borge-Holthoefer, N. Perra, B. Gonçalves, S. González-Bailón, A. Arenas, Y. Moreno, and A. Vespignani
Science Advances 2 (4), e1501158 (2016)
Growing pains for global monitoring of societal events
W. Wang, R. Kennedy, D. Lazer, N. Ramakrishnan.
Science (2016)
​Projected spread of Zika virus in the Americas
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.
Biorxiv (2016)
GOTCHA! Network-based Fraud Detection for Social Security Fraud
V. Van Vlasselaer, T. Eliassi-Rad, L. Akoglu, M. Snoeck, B. Baesens
Management Science (INFORMS), pp. 1-21, July 2016.
Quantifying the Evolution of Individual Scientific Impact
R. Sinatra, D. Wang, P. Deville, C. Song, A.-L. Barabasi
Science
The Biosurveillance Analytics Resource Directory (BARD): Facilitating the Use of Epidemiological Models for Infectious Disease Surveillance
K. J. Margevicius , N. Generous , E. Abeyta , B. Althouse , H. Burkom , L. Castro, A. Daughton, S. Y. Del Valle , G. Fairchild , J. M. Hyman, R. Kiang, A. P. Morse, C. M. Pancerella , L. Pullum , A. Ramanathan , J. Schlegelmilch, A. Scott, K. J Taylor-McCabe , A. Vespignani, A. Deshpande
PLoS ONE 11(1): e0146600 (2016)
Teams vs. Crowds: A Field Test of the Relative Contribution of Incentives, Member Ability, and Collaboration to Crowd-Based Problem Solving Performance
Christoph Riedl, Anita Williams Woolley
Academy of Management Discoveries
Social Media Use and Adaptation Among Chinese Students Beginning to Study in the United States
Forbush, E. and Foucault Welles, B.
International Journal for Intercultural Communication. 50(1), 1-12.
Control of Fluxes in Metabolic Networks.
G. Basler, Z. Nikoloski, A. Larhlimi, A.-L. Barabasi, and Y.-Y. Liu.
Genome Research 7:26, 956-968 (2016).
Social Media Use and Adaptation Among Chinese Students Beginning to Study in the United States.
Forbush, E. and Foucault Welles, B.
International Journal for Intercultural Communication. 50(1), 1-12.
Controllability of Multiplex, Multi-time-scale Networks.
M. Posfai, J. Gao, S.P. Cornelius, A.-L. Barabasi, R. D’Souza.
Physical Review E 94: 3, 032316 (2016).
Endophenotype Network Models: Common Core of Complex Diseases.
S. D. Ghiassian, J. Menche, D. I. Chasman, F. Giulianini, R. Wang, P.Ricchiuto, M. Aikawa, H. Iwata, C. Muller, T. Zeller, A. Sharma, P. Wild, K. Lackner, S. Singh, P. M. Ridker, S. Blankenberg, A.-L. Barabasi, J. Loscalzo.
Scientific Reports 6: 27414, 1-13 (2016).
Computational CAM: Studying Children and Media in the Digital Age
Foucault Welles, B.
Journal of Children and Media. 10(1), 72-80.
Detecting Figures and Part Labels in Patents: Competition-Based Development of Image Processing Algorithms,
Riedl, C., Zanibbi, R., Hearst, M. A., Zhu, S., Menietti, M., Crusan, J., Metelsky, I., Lakhani, K. (2016).
International Journal on Document Analysis and Recognition, 19(2), 155-172
Network-based in silicodrug efficacy screening.
E. Guney, J. Menche, M. Vidal, A.-L Barabasi.
Nature Communications 7:10331, 1-13 (2016).
MaxReach: Reducing Network Incompleteness through Node Probes
S. Soundarajan, T. EliassiRad, B. Gallagher, A. Pinar
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM'16), San Francisco, CA, August 2016.
NimbleCore: A Space-efficient External Memory Algorithm for Estimating Core Numbers
P. Govindan, S. Soundarajan, T. Eliassi-Rad, C. Faloutsos
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM'16), San Francisco, CA, August 2016
CoreScope: Graph Mining Using k-Core Analysis--Patterns, Anomalies, and Algorithms”
K. Shin, T. Eliassi-Rad, C. Faloutsos
Proceedings of the 16th IEEE International Conference on Data Mining (ICDM'16), Barcelona, Spain, December 2016.
Node Immunization on Large Graphs: Theory and Algorithms
C. Chen, H. Tong, B.A. Prakash, C.E. Tsourakakis, T. Eliassi-Rad, C. Faloutsos, D.H. Chau
), IEEE Transactions on Knowledge and Data Engineering (TKDE), 28(1): 113-126, 2016.
The Rise of the Social Algorithm
D. Lazer
Science, 2015.
How Leaders Persuade: Field experiment evidence of substantive, attributional, and behavioral persuasion by Members of Congress in online town halls
W. Minozzi, M. Neblo, K. Esterling, D. Lazer
Proceedings of the National Academy of Sciences, 2015.
Asymptotic theory for the dynamic of networks with heterogenous social capital allocation
E Ubaldi, N Perra, M Karsai, A Vezzani, R Burioni, A Vespignani
arXiv:1509.04563 (2015)
Uncovering Social Semantics from Textual Traces: A Theory-Driven Approach and Evidence from Public Statements of U.S. Members of Congress
Y. Lin, D. Margolin, D. Lazer
Journal of the Association for Information Science and Technology, 2015.
Visualizing Computational Social Science: The Multiple Lives of a Complex Image
Foucault Welles, B. and Meirelles, I.
Science Communication 13(1), 35-48. (2015)
Turning Introductory Comparative Politics and Elections Courses Into Social Science Research Communities Using Wikipedia: Improving Both Teaching and Research
R. Kennedy, B. Keegan, E. Forbush, D. Lazer
PS: Political Science and Research, 2015.
A DIseAse MOdule Detection (DIAMOnD) Algorithm Derived from a Systematic Analysis of Connectivity Patterns of Disease Proteins in the Human Interactome
S. D. Ghiassian, J. Menche, A.-L. Barabási
PLOS Computational Biology pcbi.1004120, 1-21 (2015).
Constructing minimal models for complex system dynamics
B. Barzel, Y.-Y. Liu, A.-L. Barabási
Nature Communications 6:7186, 1-8 (2015).
Epidemic Processes in Complex Networks
R. Pastor-Satorras, C. Castellano, P. Van Mieghem, and A. Vespignani
Rev. Mod. Phys. 87, 925, (2015)
Individual Motivations and Network Effects: A Multi-Level Analysis of the Structure of Online Social Relationships
Foucault Welles, B. and Contractor, N.
ANNALS of the American Academy of Political and Social Science. 659(1), 180-190. (2015)
Tracking employment shocks using mobile phone data
J. Toole, Y. Lin, E. Muehlegger, D. Shoag, M. Gonzalez, D. Lazer
Journal of the Royal Society Interface, 2015.
Spatiotemporal spread of the 2014 outbreak of Ebola virus disease in Liberia and the effectiveness of non-pharmaceutical interventions: a computational modelling analysis
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 Lancet Infectious Diseases, 15: 204–11 (2015)
Expanding the Conversation: Multiplier Effects from a Deliberative Field Experiment
D. Lazer, A. Sokhey, M. Neblo, K. Esterling, R. Kennedy
Political Communication, 2015.
Destruction perfected
I. A. Kovács, A.-L. Barabási
Nature 524, 38-39 (2015).
A century of physics
R. Sinatra, P. Deville, M. Szell, D. Wang, A.-L. Barabási
Nature Physics 11, 791-796 (2015).
Online social networks and offline protest
Z.C. Steinert-Threlkeld, D. Mocanu, A. Vespignani, J. Fowler
EPJ Data Science 4 (1), 1-9 (2015)
Fast Best-Effort Search on Graphs with Multiple Attributes
S. Basu Roy, T. Eliassi-Rad, S. Papadimitriou
Proceedings of the 32nd IEEE International Conference on Data Engineering (ICDE’16), TKDE Poster Track, Helsinki, Finland, May 2016.
Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform
Q. Zhang, C. Gioannini, D. Paolotti, N. Perra, D. Perrotta, M. Quaggiotto, M. Tizzoni, and A. Vespignani
Machine Learning and Knowledge Discovery in Databases, 237-240 (2015)
Navigable Networks as Nash Equilibria of Navigation Games
A. Gulyas, J. Biro, A. Korosi, G. Retvari, and D. Krioukov
Nature Communications, v.6, p.7651, 2015
Quantifying information flow during emergencies
L. Gao, C. Song, Z. Gao, A.-L. Barabasi, J. P. Bagrow, D. Wang
Scientific Reports4, 1-6 (2014).
Emergence of Soft Communities from Geometric Preferential Attachment
K. Zuev, M. Boguna, G. Bianconi, and D. Krioukov
Nature Scientific Reports, v.5, p.9421, 2015
A diVIsive Shuffling Approach (VIStA) for gene expression analysis to identify subtypes in Chronic Obstructive Pulmonary Disease
J. Mench, A. Sharma, M. H. Cho, R. J. Mayer, S. I. Rennard, B. Celli, B. E. Miller, N. Locantore, R. Tal-Singer, S. Ghosh, C. Larminie, G. Bradley, J. H. Riley, A. Agusti, E. K. Silverman, A.-L. Barabási
BMC Systems Biology8,1-13 (2014).
Untangling performance from success
B. Yucesoy and A.-L. Barabasi
ArXiv.orgarXiv1512.089, 1-9 (2015).
Network Geometry Inference using Common Neighbors
F. Papadopoulos, R. Aldecoa, and D. Krioukov
Physical Review E, v.92, 022807, 2015
Facts and Figuring: An Experimental Investigation of Network Structure and Performance in Information and Solution Spaces
J. Shore, E. Bernstein, D. Lazer
Organization Science, 2015.
Spectrum of controlling and observing complex networks
G. Yan, G. Tsekenis, B. Barzel, J.-J. Slotine, Y.-Y. Liu, A.-L. Barabási
Nature Physics , 1-8 (2015).
Exploration versus Exploitation in Space, Mind, and Society
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)
Trends in Cognitive Sciences, 2015.
Uncovering disease-disease relationships through the incomplete interactome
J. Menche, A. Sharma, M. Kitsak, D. Ghiassian, M. Vidal, J. Loscazlo, A.-L. Barabasi
Science 347:6224, 1257601-1 (2015).
Political Networks
S. McClurg, D. Lazer
Social Networks Volume 36, Pages 1-184 (January 2014)
Entropy distribution and condensation in random networks with a given degree distribution
K. Anand, D. Krioukov, and G. Bianconi
Physical Review E, v.89, 062807, 2014
Tracing Coordination and Cooperation Structures via Semantic Burst Detection
Y. Lin, D. Margolin, D. Lazer
EAI Endorsed Transactions on Collaborative Computing, 2014.
Virtually Friends: An exploration of Friendship Claims and Expectations in Immersive Virtual Worlds
Foucault Welles, B., Rousse, T., Merrill, N. and Contractor, N.
Journal of Virtual Worlds Research, 7,2, article 7024, ISSN 1941-9477
The Infection Tree of Global Epidemics
A. Pastore y Piontti, M. Ferreira Da Costa Gomes, N. Samay, N. Perra, A. Vespignani
Network Science, 2: 132-137, (2014)
Web-based participatory surveillance of infectious diseases: the Influenzanet participatory surveillance experience
D. Paolotti, A. Carnahan, V. Colizza, K. Eames, J. Edmunds, G. Gomes, C. Koppeschaar, M. Rehn, R. Smallenburg, C. Turbelin, S.P. Van Noort, A. Vespignani
Clinical Microbiology and Infection 20: 17-21 (2014)
Ebola: Mobility Data
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.
Science, 346, 6208, (2014)
Assessing the impact of travel restrictions on international spread of the 2014 West African Ebola epidemic
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
Eurosurveillance, 19, 42, (2014)
Rising Tides or Rising Stars?: Dynamics of Shared Attention on Twitter During Media Events
Y. Lin, B. Keegan, D. Margolin, D. Lazer
PLoS One, 2014.
A genetic epidemiology approach to cyber-security
S. Gil, A. Kott, A.-L. Barabási
Scientific Reports4:5659, 1-7 (2014).
Time varying networks and the weakness of strong ties
M. Karsai, N. Perra, A. Vespignani
Scientific Reports, 4:4001, (2014)
Target control of complex networks
Jianxi Gao, Y.-Y.Liu, R. M. D'Souza, A.-L. Barabási
Nature Communications5:5415, 1-7 (2014).
Evolution of the Internet k-dense structure
C. Orsini, E. Gregori, L. Lenzini, and D. Krioukov
IEEE/ACM Transactions on Networking, v.22, n.6, p.1769-1780, 2014
Brain Theory
D. Krioukov
Frontiers in Computational Neuroscience, v.8, 114, 2014
Dynamic Models of Communication in an Online Friendship Network.
Foucault Welles, B., Vashevko, A., Bennett, N., and Contractor, N
Communication Methods and Measures. 8(4), 223-243
Modeling and predicting popularity dynamics via reinforced poisson processes
H. Shen, D. Wang, C. Song, A.-L. Barabási
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 291-297 (2014).
Human symptoms–disease network
X. Z. Zhou, J. Menche, A.-L. Barabási, A. Sharma
Nature Communications5:4212, 1-10 (2014).
Collective credit allocation in science
H.-W. Shen, A.-L. Barabasi
Proceedings of the National Academy of Sciences,111:34, 1-6 (2014).
Network Mapping by Replaying Hyperbolic Growth
F. Papadopoulos, C. Psomas, and D. Krioukov
IEEE/ACM Transactions on Networking, v.23, n.1, p.198-211, 2015
Cosmological Networks
M. Boguna, M. Kitsak, and D. Krioukov
New Journal of Physics, v.16, 093031, 2014
Web-based participatory surveillance of infectious diseases: the Influenzanet participatory surveillance experience
D. Paolotti, A. Carnahan, V. Colizza, K. Eames, J. Edmunds, G. Gomes, C. Koppeschaar, M. Rehn, R. Smallenburg, C. Turbelin, S.P. Van Noort, A. Vespignani
Clinical Microbiology and Infection 20: 17-21 (2014)
The Parable of Google Flu: Traps in Big Data Analysis
D. Lazer, R. Kennedy, G. King, A. Vespignani
Science Vol. 343, Issue 6176, pp. 1203-1205 (2014)
Controlling contagion processes in activity-driven networks
S. Liu, N. Perra, M. Karsai, A. Vespignani
Physical Review Letter, 112:118702, (2014)
Assessing the International Spreading Risk Associated with the 2014 West African Ebola Outbreak
M.F.C. Gomes, A. Pastore y Piontti, L. Rossi, D. Chao, I. Longini, M. Elizabeth Halloran, A. Vespignani
PLOS Currents Outbreaks, 1, doi: 10.1371, (2014)
Using sociometers to quantify social interaction patterns
J.-P. Onnela, B. Waber, A. Pentland, S. Schnorff, D. Lazer
Nature Scientific Reports, 2014.
A network framework of cultural history
M. Schich, C. Song, Y. Y. Ahn, A. Mirsky, M. Martino, A.-L. Barabási, D. Helbing
Science345, 558-562 (2014).
Career on the move: Geography, stratification, and scientific impact
P. Deville, D. Wang, R. Sinatra, C. Song, V. Blondel, A.-L. Barabási
Scientific Reports4, 1-7 (2014).

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