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pymdp: A Python library for active inference in discrete state spaces
2022
arXiv
January 12, 2022
Conor Heins, Beren Millidge, Daphne Demekas, Brennan Klein, Karl Friston, Iain Couzin, Alexander Tschantz
Engagement Outweighs Exposure to Partisan and Unreliable News within Google Search
2022
arXiv
December 31, 2021
Ronald E. Robertson, Jon Green, Damian Ruck, Katya Ognyanova, Christo Wilson, David Lazer
Evolution and emergence: higher order information structure in protein interactomes across the tree of life
2021
Oxford Academic
December 22, 2021
Brennan Klein, Erik Hoel, Anshuman Swain, Ross Griebenow, Michael Levin
The COVID-19 pandemic amplified long-standing racial disparities in the United States criminal justice system
2021
medRxiv
December 16, 2021
Brennan Klein, Brandon Ogbunugafor, Benjamin J. Schafer, Zarana Bhadricha, Preeti Kori, Jim Sheldon, Nitish Kaza, Emily A. Wang, Tina Eliassi-Rad, Samuel V. Scarpino, Elizabeth Hinton
A computational exploration of resilience and evolvability of protein–protein interaction networks
2021
Communications Biology
December 2, 2021
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
November 17, 2021
Larissa Doroshenko, Josephine Lukito
Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave
2021
Nature
October 25, 2021
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
Higher education responses to COVID-19 in the United States: Evidence for the impacts of university policy
2021
medRxiv
October 9, 2021
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
The hidden influence of communities in collaborative funding of clinical science
2021
The Royal Society Publishing
August 25, 2021
Kishore Vasan, Jevin D. West
Using Administrative Records and Survey Data to Construct Samples of Tweeters and Tweets
2021
Public Opinion Quarterly
August 5, 2021
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
July 22, 2021
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
PsyArXiv Preprints
July 12, 2021
Briony Swire-Thompson, Nicholas Miklaucic, John Wihbey, David Lazer, Joseph DeGutis
Integrating explanation and prediction in computational social science
2021
Nature
June 30, 2021
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
June 30, 2021
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
June 30, 2021
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
June 23, 2021
Dhaval Adjodah, Karthik Dinakar, Matteo Chinazzi, Samuel P. Fraiberger, Alex Pentland, Samantha Bates, Kyle Staller, Alessandro Vespignani, Deepak L. Bhatt
Say Their Names: Resurgence in the collective attention toward Black victims of fatal police violence following the death of George Floyd
2021
arXiv
June 22, 2021
Henry H. Wu, Ryan J. Gallagher, Thayer Alshaabi, Jane L. Adams, Joshua R. Minot, Michael V. Arnold, Brooke Foucault Welles, Randall Harp, Peter Sheridan Dodds, Christopher M. Danforth
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
June 17, 2021
Fred S. Lu, Andre T. Nguyen, Nicholas B. Link, Mathieu Molina, Jessica T. Davis, Matteo Chinazzi, Xinyue Xiong, Alessandro Vespignani, Marc Lipsitch, Mauricio Santillana
Quantifying collective intelligence in human groups
2021
PNAS
May 25, 2021
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
May 21, 2021
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
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.
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.
Untangling performance from success
2015
arXiv
B. Yucesoy and A.-L. Barabasi
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
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
arXiv
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
The Rise of the Social Algorithm
2015
Science
D. Lazer
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
Resilience and Efficiency in Transportation Networks
2017
Science Advances
A. Ganin, M. Kitsak, D. Marchese, J. M. Keisler, T. Seager, and I. Linkov
Simulations for designing and interpreting intervention trials in infectious diseases
2017
BMC Medicine
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
Anchored correlation explanation: Topic modeling with minimal domain knowledge
2017
Transactions of the Association for Computational Linguistics
Gallagher, R. J., Reing, K., Kale, D., & Steeg, G. V.
Games for Civic Renewal
2017
The Good Society
Miller J, Shugars, S, Levine, D.
Exact geodesic distances in FLRW spacetimes
2017
Physical Review D
William J. Cunningham, David Rideout, James Halverson, and Dmitri Krioukov
The Fundamental Advantages of Temporal Networks
2017
Science
A. Li, S. P. Cornelius, Y.-Y. Liu, L. Wang, A.-L. Barabasi
Network control principles predict neuron function in the Caenorhabditis elegans connectome
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
2017
Journal of Statistical Physics
Pim van der Hoorn, Gabor Lippner, Dmitri Krioukov
Machine learning in the string landscape
2017
Journal of High Energy Physics
Jonathan Carifio, James Halverson, Dmitri Krioukov, Brent D. Nelson
The risk of sustained sexual transmission of Zika is underestimated
2017
PLoS Pathogens
Antoine Allard, Benjamin M. Althouse, Laurent Hébert-Dufresne, Samuel V. Scarpino
Adding noise to the institution: an experimental welfare investigation of the contribution-based grouping mechanism
2017
Social Choice and Welfare
Heinrich H. Nax, Stefano Balietti, Ryan O. Murphy, Dirk Helbing
Enhancing Transparency and Control When Drawing Data-Driven Inferences About Individuals
2017
Big Data
Daizhuo Chen, Samuel P. Fraiberger, Robert Moakler, Foster Provost
Fostering reproducibility in industry-academia research
2017
Science
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
2017
Nature Scientific Reports
William Cunningham, Konstantin Zuev, Dmitri Krioukov
Estimates of non-heterosexual prevalence: The roles of anonymity and privacy in survey methodology
2017
Archives of Sexual Behavior
Robertson, R. E., Tran, F., Lewark, L., & Epstein, R.
Geohyperbolic Routing and Addressing Schemes
2017
ACM SIGCOMM Computer Communication Review
Ivan Voitalov, Rodrigo Aldecoa, Lan Wang, Dmitri Krioukov
A DSM-5-Based Online Mental Health Referral Inventory: A Large-Scale Validation Study
2017
Journal of Technology in Human Services
Epstein, R., Ho, M., Hyun, S., Le, C., Robertson, R. E., & Stout, D.
The Elegant Law that Governs Us All
2017
Science
Albert-László Barabási
ε - WGX: Adaptive Edge Probing for Enhancing Incomplete Networks
2017
Web Science
Soundarajan, Sucheta; Eliassi-Rad, Tina; Gallagher, Brian; Pinar, Ali
Deliberative Self-Organizing Traffic Lights with Elementary Cellular Automata
2017
Complexity
Jorge L. Zapotecatl, David A. Rosenblueth, and Carlos Gershenson
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
Quantifying the importance and location of SARS-CoV-2 transmission events in large metropolitan areas
2020
medRxiv
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
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.
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
Estimating the effect of social inequalities in the mitigation of COVID-19 across communities in Santiago de Chile
2020
medRxiv
Nicolò Gozzi, Michele Tizzoni, Matteo Chinazzi, Leo Ferres, Alessandro Vespignani, Nicola Perra
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
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
arXiv
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
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
The COVID-19 pandemic amplified long-standing racial disparities in the United States criminal justice system
2021
medRxiv
Brennan Klein, Brandon Ogbunugafor, Benjamin J. Schafer, Zarana Bhadricha, Preeti Kori, Jim Sheldon, Nitish Kaza, Emily A. Wang, Tina Eliassi-Rad, Samuel V. Scarpino, Elizabeth Hinton
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
Higher education responses to COVID-19 in the United States: Evidence for the impacts of university policy
2021
medRxiv
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
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
PsyArXiv Preprints
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
Say Their Names: Resurgence in the collective attention toward Black victims of fatal police violence following the death of George Floyd
2021
arXiv
Henry H. Wu, Ryan J. Gallagher, Thayer Alshaabi, Jane L. Adams, Joshua R. Minot, Michael V. Arnold, Brooke Foucault Welles, Randall Harp, Peter Sheridan Dodds, Christopher M. Danforth
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
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
Nonbacktracking Eigenvalues under Node Removal: X-Centrality and Targeted Immunization
2021
SIAM
Leo Torres, Kevin S. Chan, Hanghang Tong, Tina Eliassi-Rad
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