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Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology
2019
NeurIPS
December 19, 2019
Nima Dehmamy, Albert-László Barabási, Rose Yu
The Unmapped Chemical Complexity of Our Diet
2019
Nature
December 9, 2019
Albert-László Barabási, Giulia Menichetti and Joseph Loscalzo
A Genetic Model of the Connectome
2019
Neuron
December 2, 2019
Dániel L. Barabási, Albert-László Barabási
Synthetic ablations in the C. elegans nervous system
2019
Network Neuroscience
November 15, 2019
Emma K. Towlson, Albert-László Barabási
Nature's reach: narrow work has broad impact
2019
Nature
November 7, 2019
Alexander J. Gates, Qing Ke, Onur Varol, Albert-László Barabási
Mapping the physics research space: a machine learning approach
2019
EPJ Data Science
November 6, 2019
Matteo Chinazzi, Bruno Gonçalves, Qian Zhang & Alessandro Vespignani
Scale-free Networks Well Done
2019
Phys. Rev. Research
October 18, 2019
Ivan Voitalov, Pim van der Hoorn, Remco van der Hofstad, and Dmitri Krioukov
Success in books: predicting book sales before publication
2019
EPJ Data Science
October 17, 2019
Xindi Wang, Burcu Yucesoy, Onur Varol, Tina Eliassi-Rad, Albert-László Barabási
Reclaiming stigmatized narratives: the networked disclosure landscape of #MeToo
2019
SOC arXiv
August 14, 2019
Ryan Gallagher, Elizabeth Stowell, Andrea G. Parker, Brooke Foucault Welles
Improving Robustness to Attacks Against Vertex Classification
2019
MLG'19
August 5, 2019
Benjamin A. Miller, Mustafa Çamurcu, Alexander J. Gomez, Kevin Chan, Tina Eliassi-Rad
Polarized, Together: Comparing Partisan Support forTrump's Tweets Using Survey and Platform-Based Measures
2019
Proceedings of the International AAAI Conference on Web and Social Media
July 6, 2019
Kenneth Joseph, Briony Swire-Thompson, Hannah Masuga, Matthew A. Baum, David Lazer
The Battle for #Baltimore: Networked Counterpublics and the Contested Framing of Urban Unrest
2019
International Journal of Communication
April 4, 2019
Brooke Foucault Welles, Sarah J. Jackson
Why Keep Arguing? Predicting Engagement in Political Conversations Online
2019
SAGE Open
March 27, 2019
Sarah Shugars and Nicholas Beauchamp
Network-based prediction of protein interactions
2019
Nature Communications
March 18, 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
2019
Nature Communications
March 13, 2019
Feixiong Chen, István A. Kovács & Albert-László Barabási
Fake news on Twitter during the 2016 U.S. presidential election
2019
Science
January 25, 2019
Nir Grinberg, Kenneth Joseph, Lisa Friedland, Briony Swire-Thompson, David Lazer
Taking census of physics
2019
Nature Reviews Physics
January 8, 2019
Federico Battiston, Federico Musciotto, Dashun Wang, Albert-László Barabási, Michael Szell & Roberta Sinatra
Pertussis Epidemiology, Immunology, and Evolution
2018
Oxford University Press
December 20, 2018
Pejman Rohani and Samuel Scarpino (editors)
The chaperone effect in scientific publishing
2018
PNAS
December 11, 2018
Vedran Sekara, Pierre Deville, Sebastian E. Ahnert, Albert-László Barabási, Roberta Sinatra, and Sune Lehmann
Charting the Next Pandemic: Modeling Infectious Disease Spreading in the Data Science Age
2018
Springer
December 10, 2018
Ana Pastore y Piontti, Nicola Perra, Luca Rossi, Nicole Samay, Alessandro Vespignani
Evolution of the Internet k-dense structure
2014
IEEE/ACM Transactions on Networking
C. Orsini, E. Gregori, L. Lenzini, and D. Krioukov
Dynamic Models of Communication in an Online Friendship Network
2014
Communication Methods and Measures
Foucault Welles, B., Vashevko, A., Bennett, N., and Contractor, N
Exploration versus Exploitation in Space, Mind, and Society
2014
Trends in Cognitive Sciences
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)
Visualizing Computational Social Science: The Multiple Lives of a Complex Image
2014
Science Communication
Foucault Welles, B. and Meirelles, I.
Target control of complex networks
2014
Nature Communications
Jianxi Gao, Y.-Y.Liu, R. M. D'Souza, A.-L. Barabási
Ebola: Mobility Data
2014
Science
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.
Assessing the impact of travel restrictions on international spread of the 2014 West African Ebola epidemic
2014
Eurosurveillance
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
2014
New Journal of Physics
M. Boguna, M. Kitsak, and D. Krioukov
Brain Theory
2014
Frontiers in Computational Neuroscience
D. Krioukov
Tracing Coordination and Cooperation Structures via Semantic Burst Detection
2014
EAI Endorsed Transactions on Collaborative Computing
Y. Lin, D. Margolin, D. Lazer
Assessing the International Spreading Risk Associated with the 2014 West African Ebola Outbreak
2014
PLOS Currents Outbreaks
M.F.C. Gomes, A. Pastore y Piontti, L. Rossi, D. Chao, I. Longini, M. Elizabeth Halloran, A. Vespignani
Collective credit allocation in science
2014
Proceedings of the National Academy of Sciences
H.-W. Shen, A.-L. Barabasi
A network framework of cultural history
2014
Science
M. Schich, C. Song, Y. Y. Ahn, A. Mirsky, M. Martino, A.-L. Barabási, D. Helbing
A genetic epidemiology approach to cyber-security
2014
Scientific Reports
S. Gil, A. Kott, A.-L. Barabási
Using sociometers to quantify social interaction patterns
2014
Nature Scientific Reports
J.-P. Onnela, B. Waber, A. Pentland, S. Schnorff, D. Lazer
Human symptoms—disease network
2014
Nature Communications
X. Z. Zhou, J. Menche, A.-L. Barabási, A. Sharma
Damage detection via shortest path network sampling
2014
Physical Review E
F. Ciulla, N. Perra, A. Baronchelli, A. Vespignani
Entropy distribution and condensation in random networks with a given degree distribution
2014
Physical Review E
K. Anand, D. Krioukov, and G. Bianconi
Rising Tides or Rising Stars?: Dynamics of Shared Attention on Twitter During Media Events
2014
PLoS One
Y. Lin, B. Keegan, D. Margolin, D. Lazer
Virtually Friends: An exploration of Friendship Claims and Expectations in Immersive Virtual Worlds
2014
Journal of Virtual Worlds Research
Foucault Welles, B., Rousse, T., Merrill, N. and Contractor, N.
#Ferguson is Everywhere: Initiators in Emerging Counterpublic Networks
2015
Information, Communication and Society
Jackson, S. and Foucault Welles, B.
Contrasting effects of strong ties on SIR and SIS processes in temporal networks
2015
SpringerLink
Kaiyuan Sun, Andrea Baronchelli & Nicola Perra
Social Media Use and Adaptation Among Chinese Students Beginning to Study in the United States
2015
International Journal for Intercultural Communication
Forbush, E. and Foucault Welles, B.
Canonical genetic signatures of the adult human brain
2015
Nature Neuroscience
M. Hawrylycz, J. A. Miller, V. Menon, D. Feng, T. Dolbeare, A. L. Guillozet-Bongaarts, A. G. Jegga, B. J. Aronow, C.-K. Lee, A. Bernard, M. F. Glasser, D. L. Dierker, J. Menche, A. Szafer, F. Collman, P. Grange, K. A. Berman, S. Mihalas, Z. Yao, L. Stewart, A.-L. Barabási, J. Schulkin, J. Phillips, L. Ng, C. Dang, D. R. Haynor, A. Jones, D. C. Van Essen, C. Koch, D. Lein
Online social networks and offline protest
2015
EPJ Data Science
Z.C. Steinert-Threlkeld, D. Mocanu, A. Vespignani, J. Fowler
Quantifying Randomness in Real Networks
2015
Nature Communications
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
The Scaling of Human Contacts and Epidemic Processes in Metapopulation Networks
2015
PubMed
Michele Tizzoni, Kaiyuan Sun, Diego Benusiglio, Márton Karsai, Nicola Perra
Location, Location, Location: The Impact of Geolocation on Web Search Personalization
2015
Chloe Kliman-Silver, Aniko Hannak, David Lazer, Christo Wilson, Alan Mislove
A century of physics
2015
Nature Physics
R. Sinatra, P. Deville, M. Szell, D. Wang, A.-L. Barabási
Asymptotic theory for the dynamic of networks with heterogenous social capital allocation
2015
Scientific Reports
E Ubaldi, N Perra, M Karsai, A Vezzani, R Burioni, A Vespignani
Returners and explorers dichotomy in human mobility
2015
Nature Communications
L. Pappalardo, F. Simini, S. Rinzivillo, D. Pedreschi, F. Giannotti, A.-L. Barabási
Epidemic Processes in Complex Networks
2015
Rev. Mod. Phys.
R. Pastor-Satorras, C. Castellano, P. Van Mieghem, and A. Vespignani
Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform
2015
Machine Learning and Knowledge Discovery in Databases
Q. Zhang, C. Gioannini, D. Paolotti, N. Perra, D. Perrotta, M. Quaggiotto, M. Tizzoni, and A. Vespignani
Network Geometry Inference using Common Neighbors
2015
Physical Review E
F. Papadopoulos, R. Aldecoa, and D. Krioukov
Spectrum of controlling and observing complex networks
2015
Nature Physics
G. Yan, G. Tsekenis, B. Barzel, J.-J. Slotine, Y.-Y. Liu, A.-L. Barabási
Wiki-Worthy: Collective Judgment of Candidate Notability
2015
Information, Communication and Society
D. Margolin, B. Keegan, S. Goodman, Y. Lin, D. Lazer
Network Science: Destruction perfected
2015
Nature
I. A. Kovács, A.-L. Barabási
Navigable Networks as Nash Equilibria of Navigation Games
2015
Nature Communications
A. Gulyas, J. Biro, A. Korosi, G. Retvari, and D. Krioukov
Expanding the Conversation: Multiplier Effects from a Deliberative Field Experiment
2015
Political Communication
D. Lazer, A. Sokhey, M. Neblo, K. Esterling, R. Kennedy
Spatiotemporal spread of the 2014 outbreak of Ebola virus disease in Liberia and the effectiveness of non-pharmaceutical interventions: a computational modelling analysis
2015
The Lancet Infectious Diseases
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
Volunteer Science: An Online Laboratory for Experiments in Social Psychology
2016
Social Psychology Quarterly
J. Radford, A. Pilny, A. Reichelmann, B. Keegan, B. F. Welles, J. Hoye, K. Ognyanova, W. Meleis, D. Lazer
Unwinding the hairball graph: Pruning algorithms for weighted complex networks
2016
arXiv
Navid Dianati
Teams vs. Crowds: A Field Test of the Relative Contribution of Incentives, Member Ability, and Collaboration to Crowd-Based Problem Solving Performance
2016
Academy of Management Discoveries
Christoph Riedl, Anita Williams Woolley
CoreScope: Graph Mining Using k-Core Analysis--Patterns, Anomalies, and Algorithms
2016
Proceedings of the 16th IEEE ICDM'16
K. Shin, T. Eliassi-Rad, C. Faloutsos
MaxReach: Reducing Network Incompleteness through Node Probes
2016
Proceedings of the 2016 IEEE/ACM ASONAM
S. Soundarajan, T. EliassiRad, B. Gallagher, A. Pinar
From Comorbidities of Chronic Obstructive Pulmonary Disease to Identification of Shared Molecular Mechanisms by Data Integration
2016
BMC Bioinformatics
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.
Hijacking #myNYPD: Social media Dissent and Networked Publics
2016
Journal of Communication
Jackson, S. J. and Foucault Welles, B.
Quantifying the Evolution of Individual Scientific Impact
2016
Science
R. Sinatra, D. Wang, P. Deville, C. Song, A.-L. Barabasi
Containing Ebola at the Source with Ring Vaccination
2016
PLOS Neglected Tropical Diseases
​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
2016
IEEE/ACM International Symposium on Quality of Service
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
2016
Scientific Reports
Enrico Ubaldi, Nicola Perra, Márton Karsai, Alessandro Vezzani, Raffaella Burioni, Alessandro Vespignani
Tissue Specificity of Human Disease Module
2016
Scientific Reports
M. Kitsak, A. Sharma, J. Menche, E. Guney, S.D. Ghiassian, J. Loscazlo, A.-L. Barabasi.
What Terrorist Leaders Want: A Content Analysis of Terrorist Propaganda Videos
2016
Studies in Conflict and Terrorism
Max Abrahms, Joseph Mroszczyk, Nick Beauchamp
Growing pains for global monitoring of societal events
2016
Science
W. Wang, R. Kennedy, D. Lazer, N. Ramakrishnan.
Controllability of Multiplex, Multi-time-scale Networks
2016
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
2016
American Journal of Political Science
Nick Beauchamp
Spatiotemporal dynamics of the Ebola epidemic in Guinea and implications for vaccination and disease elimination: a computational modeling analysis
2016
BMC Medcine
M. Ajelli, S. Merler, L. Fumanelli, A. Pastore y Piontti, N. E. Dean, I. M. Longini, M. E. Halloran and A. Vespignani.
Control Principles of Complex Systems
2016
Review of Modern Physics
Y.-Y. Liu, A.-L. Barabasi.
NimbleCore: A Space-efficient External Memory Algorithm for Estimating Core Numbers
2016
Proceedings of the 2016 IEEE/ACM ASONAM
P. Govindan, S. Soundarajan, T. Eliassi-Rad, C. Faloutsos
The Role of Network Science in Analyzing Slums in Rapidly Growing Urban Areas
2016
Small Wars
Amy Krakowka Richmond, Chris Arney, Kathryn Coronges, Matthew Simonson
Projected spread of Zika virus in the Americas
2017
PNAS
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.
Pertussis Epidemiology, Immunology, and Evolution
2018
Oxford University Press
Pejman Rohani and Samuel Scarpino (editors)
The chaperone effect in scientific publishing
2018
PNAS
Vedran Sekara, Pierre Deville, Sebastian E. Ahnert, Albert-László Barabási, Roberta Sinatra, and Sune Lehmann
Charting the Next Pandemic: Modeling Infectious Disease Spreading in the Data Science Age
2018
Springer
Ana Pastore y Piontti, Nicola Perra, Luca Rossi, Nicole Samay, Alessandro Vespignani
The Universal Decay of Collective Memory and Attention
2018
Nature Human Behavior
Cristian Candia, C. Jara-Figueroa, Carlos Rodriguez-Sickert, Albert-László Barabási, and CeÌsar A. Hidalgo
Epidemic spreading on time-varying multiplex networks
2018
Phys. Rev. E
Quan-Hui Liu, Xinyue Xiong, Qian Zhang, and Nicola Perra
A structural transition in physical networks
2018
Nature
Nima Dehmamy, Soodabeh Milanlouei & Albert-László Barabási
Measurability of the epidemic reproduction number in data-driven contact networks
2018
PNAS
Quan-Hui Liu, Marco Ajelli, Alberto Aleta, Stefano Merler, Yamir Moreno, and Alessandro Vespignani
Quantifying reputation and success in art
2018
Science
Samuel P. Fraiberger, Roberta Sinatra, Magnus Resch, Christoph Riedl, Albert-László Barabási
The Formula: The Universal Laws of Success
2018
Little, Brown and Company
Albert-László Barabási
Auditing Partisan Audience Bias within Google Search
2018
Proceedings of the ACM: Human-Computer Interaction
Ronald E. Robertson, Shan Jiang, Kenneth Joseph, Lisa Friedland, David Lazer, Christo Wilson
Suppressing the Search Engine Manipulation Effect (SEME)
2018
Proceedings of the ACM: Human-Computer Interaction
Epstein, R., Robertson, R.E., Lazer, D., & Wilson, C.
Network integration of multi-tumour omics data suggests novel targeting strategies
2018
Nature Communications
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
Functional structures for US state governments
2018
PNAS
Stephen Kosack, Michele Coscia, Evann Smith, Kim Albrecht, Albert-László Barabási, and Ricardo Hausmann
Quantifying the risk of local Zika virus transmission in the contiguous US during the 2015–2016 ZIKV epidemic
2018
BMC Medicine
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
Link transmission centrality in large-scale social networks
2018
EPJ Data Science
Qian Zhang, Márton Karsai and Alessandro Vespignani
Caenorhabditis elegans and the network control framework—FAQs
2018
Phil. Trans. R. Soc. B
Emma K. Towlson, Petra E. Vértes, Gang Yan, Yee Lian Chew, Denise S. Walker, William R. Schafer, Albert-László Barabási
Politics with the People: Building a Directly Representative Democracy
2018
Cambridge University Press
Michael A. Neblo, Kevin M. Esterling, David M. J. Lazer
Vacuum Selection from Cosmology on Networks of String Geometries
2018
Phys. Rev. Lett.
Jonathan Carifio, William J. Cunningham, James Halverson, Dmitri Krioukov, Cody Long, and Brent D. Nelson
How intermittent breaks in interaction improve collective intelligence
2018
PNAS
Ethan Bernstein, Jesse Shore, and David Lazer
Graph Distance from the Topological View of Non-backtracking Cycles
2018
arXiv
Leo Torres, Pablo Suarez-Serrato, Tina Eliassi-Rad
Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology
2019
NeurIPS
Nima Dehmamy, Albert-László Barabási, Rose Yu
The Unmapped Chemical Complexity of Our Diet
2019
Nature
Albert-László Barabási, Giulia Menichetti and Joseph Loscalzo
A Genetic Model of the Connectome
2019
Neuron
Dániel L. Barabási, Albert-László Barabási
Synthetic ablations in the C. elegans nervous system
2019
Network Neuroscience
Emma K. Towlson, Albert-László Barabási
Nature's reach: narrow work has broad impact
2019
Nature
Alexander J. Gates, Qing Ke, Onur Varol, Albert-László Barabási
Mapping the physics research space: a machine learning approach
2019
EPJ Data Science
Matteo Chinazzi, Bruno Gonçalves, Qian Zhang & Alessandro Vespignani
Scale-free Networks Well Done
2019
Phys. Rev. Research
Ivan Voitalov, Pim van der Hoorn, Remco van der Hofstad, and Dmitri Krioukov
Success in books: predicting book sales before publication
2019
EPJ Data Science
Xindi Wang, Burcu Yucesoy, Onur Varol, Tina Eliassi-Rad, Albert-László Barabási
Reclaiming stigmatized narratives: the networked disclosure landscape of #MeToo
2019
SOC arXiv
Ryan Gallagher, Elizabeth Stowell, Andrea G. Parker, Brooke Foucault Welles
Improving Robustness to Attacks Against Vertex Classification
2019
MLG'19
Benjamin A. Miller, Mustafa Çamurcu, Alexander J. Gomez, Kevin Chan, Tina Eliassi-Rad
Polarized, Together: Comparing Partisan Support forTrump's Tweets Using Survey and Platform-Based Measures
2019
Proceedings of the International AAAI Conference on Web and Social Media
Kenneth Joseph, Briony Swire-Thompson, Hannah Masuga, Matthew A. Baum, David Lazer
The Battle for #Baltimore: Networked Counterpublics and the Contested Framing of Urban Unrest
2019
International Journal of Communication
Brooke Foucault Welles, Sarah J. Jackson
Why Keep Arguing? Predicting Engagement in Political Conversations Online
2019
SAGE Open
Sarah Shugars and Nicholas Beauchamp
Network-based prediction of protein interactions
2019
Nature Communications
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
2019
Nature Communications
Feixiong Chen, István A. Kovács & Albert-László Barabási
Fake news on Twitter during the 2016 U.S. presidential election
2019
Science
Nir Grinberg, Kenneth Joseph, Lisa Friedland, Briony Swire-Thompson, David Lazer
Taking census of physics
2019
Nature Reviews Physics
Federico Battiston, Federico Musciotto, Dashun Wang, Albert-László Barabási, Michael Szell & Roberta Sinatra
Multilevel Network Alignment
2019
WWW '18: Proceedings of the 2018 World Wide Web Conference
Si Zhang, Hanghang Tong, Ross Maciejewski, and Tina Eliassi-Rad
On the predictability of infectious disease outbreaks
2019
Nature Communications
Scarpino, Samuel V. and Petri, Giovanni
The future of influenza forecasts
2019
PNAS
Cécile Viboud, Alessandro Vespignani
Identifying and Measuring Conditional Policy Preferences: The Case of Opening Schools During a Pandemic
2020
OSF Preprints
Jon Green, Matthew Baum, James Druckman, David Lazer, Katherine Ognyanova, Matthew Simonson, Roy Perlis, Mauricio Santillana
The COVID-19 outbreak in Sichuan, China: Epidemiology and impact of interventions
2020
PLOS Computational Biology
Quan-Hui Liu, Ana I. Bento, Kexin Yang, Hang Zhang, Xiaohan Yang, Stefano Merler, Alessandro Vespignani, Jiancheng Lv, Hongjie Yu, Wei Zhang, Tao Zhou, Marco Ajelli
A systematic comprehensive longitudinal evaluation of dietary factors associated with acute myocardial infarction and fatal coronary heart disease
2020
Nature Communications
Soodabeh Milanlouei, Giulia Menichetti, Yanping Li, Joseph Loscalzo, Walter C. Willett & Albert-László Barabási
Transmission heterogeneities, kinetics, and controllability of SARS-CoV-2
2020
Science
Kaiyuan Sun, Wei Wang, Lidong Gao, Yan Wang, Kaiwei Luo, Lingshuang Ren, Zhifei Zhan, Xinghui Chen, Shanlu Zhao, Yiwei Huang, Qianlai Sun, Ziyan Liu, Maria Litvinova, Alessandro Vespignani, Marco Ajelli, Cécile Viboud, Hongjie Yu
COVID-19 reopening strategies at the county level in the face of uncertainty: Multiple Models for Outbreak Decision Support
2020
medRxiv
Katriona Shea et al.
Beyond R0: Heterogeneity in secondary infections and probabilistic epidemic forecasting
2020
The Royal Society Publishing
Laurent Hébert-Dufresne, Benjamin M. Althouse, Samuel V. Scarpino, Antoine Allard
Network comparison and the within-ensemble graph distance
2020
The Royal Society Publishing
Harrison Hartle, Brennan Klein, Stefan McCabe, Alexander Daniels, Guillaume St-Onge, Charles Murphy and Laurent Hébert-Dufresne
Beyond R0: heterogeneity in secondary infections and probabilistic epidemic forecasting
2020
Journal of the Royal Society
Laurent Hébert-Dufresne, Benjamin M. Althouse, Samuel V. Scarpino and Antoine Allard
Who Says What with Whom: Using Bi-Spectral Clustering to Organize and Analyze Social Media Protest Networks
2020
Computational Communication Research
Kenneth Joseph, Ryan J. Gallagher, Brooke Foucault Welles
netrd: A library for network reconstruction and graph distances
2020
arXiv
Stefan McCabe, Leo Torres, Timothy LaRock, Syed Arefinul Haque, Chia-Hung Yang, Harrison Hartle, Brennan Klein
Weighted hypersoft configuration model
2020
Phys. Rev. Research
Ivan Voitalov, Pim van der Hoorn, Maksim Kitsak, Fragkiskos Papadopoulos, and Dmitri Krioukov
Successful Remote Teams Communicate in Bursts
2020
Harvard Business Review
Christoph Riedl and Anita Williams Woolley
Link prediction with hyperbolic geometry
2020
Phys. Rev. Research
Maksim Kitsak, Ivan Voitalov, and Dmitri Krioukov
Isotopy and energy of physical networks
2020
Nature Physics
Yanchen Liu, Nima Dehmamy, and Albert-László Barabási
Crowding and the shape of COVID-19 epidemics
2020
Nature Medicine
Benjamin Rader, Samuel V. Scarpino, Anjalika Nande, Alison L. Hill, Ben Adlam, Robert C. Reiner, David M. Pigott, Bernardo Gutierrez, Alexander E. Zarebski, Munik Shrestha, John S. Brownstein, Marcia C. Castro, Christopher Dye, Huaiyu Tian, Oliver G. Pybus & Moritz U. G. Kraemer
Crowding and the epidemic intensity of COVID-19 transmission
2020
nature medicine
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
Exploring food contents in scientific literature with FoodMine
2020
Scientific Reports volume
Forrest Hooton, Giulia Menichetti, Albert-László Barabási
Assessing the spread of COVID-19 in Brazil: Mobility, morbidity and social vulnerability
2020
PLOS ONE
Flávio C. Coelho, Raquel M. Lana, Oswaldo G. Cruz,Daniel A. M. Villela, Leonardo S. Bastos, Ana Pastore y Piontti, Jessica T. Davis, Alessandro Vespignani, Claudia T. Codeço, Marcelo F. C. Gomes
Sustained Online Amplification of COVID-19 Elites in the United States
2020
Social Media + Society
Ryan J. Gallagher, Larissa Doroshenko, Sarah Shugars, David Lazer, Brooke Foucault Welles
Estimating the effect of cooperative versus uncooperative strategies of COVID-19 vaccine allocation: a modeling study
2020
Matteo Chinazzi, Jessica T. Davis, Natalie E. Dean, Kunpeng Mu, Ana Pastore y Piontti, Xinyue Xiong, M. Elizabeth Halloran, Ira M. Longini Jr, Alessandro Vespignani
Correction format has a limited role when debunking misinformation
2021
Springer Link
Briony Swire-Thompson, John Cook, Lucy H. Butler, Jasmyne A. Sanderson, Stephan Lewandowsky, Ullrich K. H. Ecker
Evolution and emergence: higher order information structure in protein interactomes across the tree of life
2021
Oxford Academic
Brennan Klein, Erik Hoel, Anshuman Swain, Ross Griebenow, Michael Levin
A computational exploration of resilience and evolvability of protein–protein interaction networks
2021
Communications Biology
Brennan Klein, Ludvig Holmér, Keith M. Smith, Mackenzie M. Johnson, Anshuman Swain, Laura Stolp, Ashley I. Teufel & April S. Kleppe.
Trollfare: Russia’s Disinformation Campaign During Military Conflict in Ukraine
2021
International Journal of Communication
Larissa Doroshenko, Josephine Lukito
Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave
2021
Nature
Jessica T. Davis, Matteo Chinazzi, Nicola Perra, Kunpeng Mu, Ana Pastore y Piontti, Marco Ajelli, Natalie E. Dean, Corrado Gioannini, Maria Litvinova, Stefano Merler, Luca Rossi, Kaiyuan Sun, Xinyue Xiong, Ira M. Longini Jr, M. Elizabeth Halloran, Cécile Viboud & Alessandro Vespignani
STRATISFIMAL LAYOUT: A modular optimization model for laying out layered node-link network visualizations
2021
IEEE Xplore
Sara di Bartolomeo; Mirek Riedewald; Wolfgang Gatterbauer; Cody Dunne
PATHATTACK: Attacking Shortest Paths in Complex Networks
2021
Springer Link
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
The hidden influence of communities in collaborative funding of clinical science
2021
The Royal Society Publishing
Kishore Vasan, Jevin D. West
Using Administrative Records and Survey Data to Construct Samples of Tweeters and Tweets
2021
Public Opinion Quarterly
Adam G Hughes, Stefan D McCabe, William R Hobbs, Emma Remy, Sono Shah, David M J Lazer
Spatiotemporal invasion dynamics of SARS-CoV-2 lineage B.1.1.7 emergence
2021
Science
Moritz U G Kraemer, Verity Hill, Christopher Ruis, Simon Dellicour, Sumali Bajaj, John T McCrone, Guy Baele, Kris V Parag, Anya Lindström Battle, Bernardo Gutierrez, Ben Jackson, Rachel Colquhoun, Áine O'Toole, Brennan Klein, Alessandro Vespignani, COVID-19 Genomics UK (CoG-UK) consortium; Erik Volz, Nuno R Faria, David Aanensen, Nicholas J Loman, Louis du Plessis, Simon Cauchemez, Andrew Rambaut, Samuel V Scarpino, Oliver G Pybus
Backfire effects after correcting misinformation are strongly associated with reliability
2021
Journal of Experimental Psychology: General
Briony Swire-Thompson, Nicholas Miklaucic, John Wihbey, David Lazer, Joseph DeGutis
Integrating explanation and prediction in computational social science
2021
Nature
Jake M. Hofman, Duncan J. Watts, Susan Athey, Filiz Garip, Thomas L. Griffiths, Jon Kleinberg, Helen Margetts, Sendhil Mullainathan, Matthew J. Salganik, Simine Vazire, Alessandro Vespignani, Tal Yarkoni
Measuring algorithmically infused societies
2021
Nature
Claudia Wagner, Markus Strohmaier, Alexandra Olteanu, Emre Kıcıman, Noshir Contractor, Tina Eliassi-Rad
Meaningful measures of human society in the twenty-first century
2021
Nature
David Lazer, Eszter Hargittai, Deen Freelon, Sandra Gonzalez-Bailon, Kevin Munger, Katherine Ognyanova, Jason Radford
Association between COVID-19 outcomes and mask mandates, adherence, and attitudes
2021
PLOS ONE
Dhaval Adjodah, Karthik Dinakar, Matteo Chinazzi, Samuel P. Fraiberger, Alex Pentland, Samantha Bates, Kyle Staller, Alessandro Vespignani, Deepak L. Bhatt
Estimating the cumulative incidence of COVID-19 in the United States using influenza surveillance, virologic testing, and mortality data: Four complementary approaches
2021
PLoS Computational Biology
Fred S. Lu, Andre T. Nguyen, Nicholas B. Link, Mathieu Molina, Jessica T. Davis, Matteo Chinazzi, Xinyue Xiong, Alessandro Vespignani, Marc Lipsitch, Mauricio Santillana
Towards A Diverse, Inclusive, Accessible and Equitable AAAI International Conference on Web and Social Media (ICWSM)
2021
Kent Academic Repository
Jason RC Nurse, Francielle Vargas, Naeemul Hassan, Dakuo Wang, Panagiotis Andriotis, Amira Ghenai, Kokil Jaidka, Eni Mustafaraj, Kenneth Joseph, Brooke Foucault Welles
Quantifying collective intelligence in human groups
2021
PNAS
Christoph Riedl, Young Ji Kim, Pranav Gupta, Thomas W. Malone, and Anita Williams Woolley
Using heterogeneous data to identify signatures of dengue outbreaks at fine spatio-temporal scales across Brazil
2021
PLoS Negl Trop Dis
Lauren A. Castro, Nicholas Generous, Wei Luo, Ana Pastore y Piontti, Kaitlyn Martinez, Marcelo F. C. Gomes, Dave Osthus, Geoffrey Fairchild, Amanda Ziemann, Alessandro Vespignani, Mauricio Santillana, Carrie A. Manore, Sara Y. Del Valle
Dynamic hidden-variable network models
2021
Phys. Rev. E
Harrison Hartle, Fragkiskos Papadopoulos, and Dmitri Krioukov
Collective Intelligence in Human-AI Teams: A Bayesian Theory of Mind Approach
2022
Proceedings of the 37th AAAI Conference on Artificial Intelligence (2023)
Samuel Westby, Christoph Riedl
Sequential motifs in observed walks
2022
Journal of Complex Networks
Timothy LaRock, Ingo Scholtes, Tina Eliassi-Rad
Online engagement with 2020 election misinformation and turnout in the 2021 Georgia runoff election
2022
PNAS
Jon Green, William Hobbs, Stefan McCabe, and David Lazer
Multi-fidelity Hierarchical Neural Processes
2022
ACM Digital Library
Dongxia Wu, Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu
Six methods for transforming layered hypergraphs to apply layered graph layout algorithms
2022
Eurographics Conference on Visualization
Sara Di Bartolomeo, Alexis Pister, Paolo Buono, Catherine Plaisant, Cody Dunne, Jean-Daniel Fekete
Information access equality on generative models of complex networks
2022
Springer Open
Xindi Wang, Onur Varol, Tina Eliassi-Rad
Like, Share, Comment, and Repeat: Far-right Messages, Emotions, and Amplification in Social Media
2022
Information Technology & Politics
Larissa Doroshenko, Fangjing Tu
POLITICS: pretraining with same-story article comparison for ideology prediction and stance detection
2022
ACL Anthology
Yujian Liu, Xinliang Frederick Zhang, David Wegsman, Nick Beauchamp, Lu Wang
Higher education responses to COVID-19 in the United States: Evidence for the impacts of university policy
2022
PLOS Digit Health
Brennan Klein, Nicholas Generous, Matteo Chinazzi, Zarana Bhadricha, Rishab Gunashekar, Preeti Kori, Bodian Li, Stefan McCabe, Jon Green, David Lazer, Christopher R. Marsicano, Samuel V. Scarpino, and Alessandro Vespignani
Projected resurgence of COVID-19 in the United States in July—December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination
2022
eLife
Matteo Chinazzi, Jessica T Davis, Kunpeng Mu, Xinyue Xiong, Ana Pastore y Piontti, Alessandro Vespignan
A multisource database tracking the impact of the COVID-19 pandemic on the communities of Boston, MA, USA
2022
Nature scientific data
Alina Ristea, Riley Tucker, Shunan You, Mehrnaz Amiri, Nicholas Beauchamp, Edgar Castro, Qiliang Chen, Alexandra Ciomek, Bidisha Das, Justin de Benedictis-Kessner, Sage Gibbons, Forrest Hangen, Barrett Montgomery, Petros Papadopoulos, Cordula Robinson, Saina Sheini, Michael Shields, Xin Shu, Michael Wood, Babak Heydari, Dan O’Brien
Quantifying the importance and location of SARS-CoV-2 transmission events in large metropolitan areas
2022
PNAS
Alberto Aleta, David Martın-Corral, , Michiel A. Bakker, Ana Pastore y Piontti, Marco Ajelli, Maria Litvinova, Matteo Chinazzi, Natalie E. Dean, M. Elizabeth Halloran, Ira M. Longini Jr., Alex Pentland, Alessandro Vespignani, Yamir Moreno, Esteban Moro
When Does Rivalry Drive Performance?
2022
CBS Copenhagen Business School
Tom Grad, Christoph Riedl, Gavin J. Kilduff
Mapping Philanthropic Support of Science
2022
Nature Scientific Reports
Louis M. Shekhtman, Alexander J. Gates, Albert-László Barabási
Collective Attention and Collective Intelligence: The Role of Hierarchy and Team Gender Composition
2022
Organization Science
Anita Williams Woolley, Rosalind M. Chow, Anna T. Mayo, Christoph Riedl, Jin Wook Chang
“This Candle Has No Smell”: Detecting the Effect of COVID Anosmia on Amazon Reviews Using Bayesian Vector Autoregression
2022
Proceedings of the International AAAI Conference on Web and Social Media
Nick Beauchamp
Anatomy of the first six months of COVID-19 vaccination campaign in Italy
2022
PLOS Computational Biology
Nicolò Gozzi,Matteo Chinazzi,Jessica T. Davis,Kunpeng Mu,Ana Pastore y Piontti,Marco Ajelli,Nicola Perra,Alessandro Vespignani
Nutrient concentrations in food display universal behaviour
2022
Nature Food
Giulia Menichetti & Albert-László Barabási
On Bayesian Mechanics: A Physics of and by Beliefs
2022
The Royal Society
Maxwell J D Ramstead, Dalton A R Sakthivadivel, Conor Heins, Magnus Koudahl, Beren Millidge, Lancelot Da Costa, Brennan Klein, Karl J Friston
Reducing Health Misinformation in Science: A Call to Arms
2022
AAPSS
Briony Swire-Thompson, David Lazer
Democrats are better than Republicans at discerning true and false news but do not have better metacognitive awareness
2023
Nature Communications Psychology
Mitch Dobbs, Joseph DeGutis, Jorge Morales, Kenneth Joseph, Briony Swire-Thompson
Using sequences of life-events to predict human lives
2023
Nature Computational Science
Germans Savcisens, Tina Eliassi-Rad, Lars Kai Hansen, Laust Hvas Mortensen, Lau Lilleholt, Anna Rogers, Ingo Zettler, Sune Lehmann
Inductive Link Prediction in Static and Temporal Graphs for Isolated Nodes
2023
NeurIPS Temporal Graph learning workshop
Ayan Chatterjee, Robin Walters, Giulia Menichetti, Tina Eliassi-Rad
Towards Inferring Network Properties from Epidemic Data
2023
Springer Link
Istvan Z. Kiss, Luc Berthouze & Wasiur R. KhudaBukhsh
You want a piece of me: Britney Spears as a case study on the prominence of hegemonic tales and subversive stories in online media
2023
First Monday
Alyssa Hasegawa Smith, Adina Gitomer, Brooke Foucault Welles
Insights from exact social contagion dynamics on networks with higher-order structures
2023
Journal of Complex Networks
István Z Kiss, Iacopo Iacopini, Péter L Simon, Nicos Georgiou
A tale of three teams: Effect of long-term isolation in SIRIUS-21 on crew interpersonal networks
2023
Acta Astronautica
Alina Lungeanu, Leslie A. DeChurch, Noshir S. Contractor
Attacking Shortest Paths by Cutting Edges
2023
ACM Transactions on Knowledge Discovery from Data
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
Nonlinear bias toward complex contagion in uncertain transmission settings
2023
PNAS
Guillaume St-Onge, Laurent Hébert-Dufresne, and Antoine Allard
Nearest-neighbor directed random hyperbolic graphs
2023
Physical Review E
I. A. Kasyanov, P. van der Hoorn, D. Krioukov, and M. V. Tamm
Evaluation of the US COVID-19 Scenario Modeling Hub for informing pandemic response under uncertainty
2023
Nature communications
Emily Howerton, Lucie Contamin, Luke C. Mullany, Michelle Qin, Nicholas G. Reich, Samantha Bents, Rebecca K. Borchering, Sung-mok Jung, Sara L. Loo, Claire P. Smith, John Levander, Jessica Kerr, J. Espino, Willem G. van Panhuis, Harry Hochheiser, Marta Galanti, Teresa Yamana, Sen Pei, Jeffrey Shaman, Kaitlin Rainwater-Lovett, Matt Kinsey, Kate Tallaksen, Shelby Wilson, Lauren Shin, Joseph C. Lemaitre, Joshua Kaminsky, Juan Dent Hulse, Elizabeth C. Lee, Clifton D. McKee, Alison Hill, Dean Karlen, Matteo Chinazzi, Jessica T. Davis, Kunpeng Mu, Xinyue Xiong, Ana Pastore y Piontti, Alessandro Vespignani, Erik T. Rosenstrom, Julie S. Ivy, Maria E. Mayorga, Julie L. Swann, Guido España, Sean Cavany, Sean Moore, Alex Perkins, Thomas Hladish, Alexander Pillai, Kok Ben Toh, Ira Longini Jr., Shi Chen, Rajib Paul, Daniel Janies, Jean-Claude Thill, Anass Bouchnita, Kaiming Bi, Michael Lachmann, Spencer J. Fox, Lauren Ancel Meyers, Ajitesh Srivastava, Przemyslaw Porebski, Srini Venkatramanan, Aniruddha Adiga, Bryan Lewis, Brian Klahn, Joseph Outten, Benjamin Hurt, Jiangzhuo Chen, Henning Mortveit, Amanda Wilson, Madhav Marathe, Stefan Hoops, Parantapa Bhattacharya, Dustin Machi, Betsy L. Cadwell, Jessica M. Healy, Rachel B. Slayton, Michael A. Johansson, Matthew Biggerstaff, Shaun Truelove, Michael C. Runge, Katriona Shea, Cécile Viboud & Justin Lessler
The unequal effects of the health–economy trade-off during the COVID-19 pandemic
2023
Nature Human Behaviour
Marco Pangallo, Alberto Aleta, R. Maria del Rio-Chanona, Anton Pichler, David Martín-Corral, Matteo Chinazzi, François Lafond, Marco Ajelli, Esteban Moro, Yamir Moreno, Alessandro Vespignani & J. Doyne Farmer
Unsupervised embedding of trajectories captures the latent structure of scientific migration
2023
PNAS
Dakota Murray, Jisung Yoon, Sadamori Kojaku, Rodrigo Costas, Woo-Sung Jung, Staša Milojević, Yong-Yeol Ahn
Extracting the Multiscale Causal Backbone of Brain Dynamics
2023
arXiv
Gabriele D'Acunto, Francesco Bonchi, Gianmarco De Francisci Morales, Giovanni Petri
Spatiotemporal gender differences in urban vibrancy
2023
Sage Journals
Thomas Collins, Riccardo Di Clemente, Mario Gutiérrez-Roig, and Federico Botta
Hyper-cores promote localization and efficient seeding in higher-order processes
2023
Nature Communications
Marco Mancastroppa, Iacopo Iacopini, Giovanni Petri & Alain Barrat
A consolidated framework for quantifying interaction dynamics
2023
Nature Computational Science
Brennan Klein
Community Mobility and Depressive Symptoms During the COVID-19 Pandemic in the United States
2023
JAMA Netw Open
Roy H Perlis, Kristin Lunz Trujillo, Alauna Safarpour, Alexi Quintana, Matthew D Simonson, Jasper Perlis, Mauricio Santillana, Katherine Ognyanova, Matthew A Baum, James N Druckman, David Lazer
Who Supports American Art Museums? Introducing a New Dataset and Data Sources about Museum Funding
2023
Panorama: Journal of the Association of Historians of American ArtPanorama
Albert-László Barabási, Louis Shekhtman
Deep Bayesian Active Learning for Accelerating Stochastic Simulation
2023
ACM Digital Library
Dongxia Wu, Ruijia Niu, Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu
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