Publications
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Who wants to cooperate-and why? Attitude and perception of crowd workers in online labor markets
2023
arXiv
January 20, 2023
Using digital traces to build prospective and real-time county-level early warning systems to anticipate COVID-19 outbreaks in the United States
2023
Science Advances
January 18, 2023
Network epidemiology
Memory failure predicts belief regression after the correction of misinformation
2023
Cognition
January 3, 2023
Network forecasting
Characterizing collective physical distancing in the U.S. during the first nine months of the COVID-19 pandemic
2022
arXiv
December 20, 2022
Network epidemiology
Estimating the impact of COVID-19 vaccine allocation inequities: a modeling study
2022
medRxiv
November 18, 2022
Network forecasting
Entropy of labeled versus unlabeled networks
2022
American Physical Society
November 17, 2022
Fundamental network science
Spontaneous emergence of groups and signaling diversity in dynamic networks
2022
arXiv
October 22, 2022
Network performance
Maximizing brain networks engagement via individualized connectome-wide target search
2022
Brain Stimulation
October 13, 2022
Biological network
Identification Of Potent Inhibitors Of Sars-Cov-2 Infection By Combined Pharmacological Evaluation And Cellular Network Prioritization
2022
iScience
September 16, 2022
Network epidemiology
Participation incentives in a survey of international non-profit professionals
2022
Sage Journals
September 14, 2022
Networks for good
MilkyBase, a database of human milk composition as a function of maternal-, infant- and measurement conditions
2022
Scientific Data
September 9, 2022
Biological networks
Research gaps and opportunities in precision nutrition: an NIH workshop report
2022
The American Journal of Clinical Nutrition
September 2, 2022
Biological networks
Who Is “On Welfare”? Validating the Use of Conjoint Experiments to Measure Stereotype Content
2022
SpringerLink
August 30, 2022
Networks for good
Collective Intelligence in Human-AI Teams: A Bayesian Theory of Mind Approach
2022
Proceedings of the 37th AAAI Conference on Artificial Intelligence (2023)
August 24, 2022
Networks for good
Sequential motifs in observed walks
2022
Journal of Complex Networks
August 23, 2022
Fundamental network science
Online engagement with 2020 election misinformation and turnout in the 2021 Georgia runoff election
2022
PNAS
August 16, 2022
Networks for good
Multi-fidelity Hierarchical Neural Processes
2022
ACM Digital Library
August 14, 2022
Network performance
Information access equality on generative models of complex networks
2022
Springer Open
August 2, 2022
Network performance
Like, Share, Comment, and Repeat: Far-right Messages, Emotions, and Amplification in Social Media
2022
Information Technology & Politics
July 19, 2022
Networks for good
Higher education responses to COVID-19 in the United States: Evidence for the impacts of university policy
2022
PLOS Digit Health
June 23, 2022
Network epidemiology
Quantifying the importance and location of SARS-CoV-2 transmission events in large metropolitan areas
2022
PNAS
June 13, 2022
Network epidemiology
Forecasting hospital-level COVID-19 admissions using real-time mobility data
2022
medrxiv
June 8, 2022
Network epidemiology
Collective Attention and Collective Intelligence: The Role of Hierarchy and Team Gender Composition
2022
Organization Science
June 7, 2022
Network performance
Nutrient concentrations in food display universal behaviour
2022
Nature Food
May 24, 2022
Biological networks
Studying Science Inequities: How to Use Surveys to Study Diverse Populations
2022
Sage Journals
May 5, 2022
Networks for good
Random Simplicial Complexes: Models and Phenomena
2022
Springer Link
April 27, 2022
Fundamental network science
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Complex Contagion in Viral Marketing: Causal Evidence and Embeddedness Effects from a Country-Scale Field Experiment
2022
SSRN
April 24, 2022
Networks for good
Collaborative Hubs: Making the Most of Predictive Epidemic Modeling
2022
American Journal of Public Health
April 14, 2022
Network epidemiology, Network forecasting
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States
2022
PNAS
April 8, 2022
Network epidemiology, Network forecasting
Populism and social media campaigning: The Election of Volodymyr Zelensky
2022
Election Campaigns, Media, and the New World of Digital Politics
March 22, 2022
Networks for good
Examining the robustness of 3ft versus 6ft of physical distancing in schools: a reanalysis of van den Berg et al
2022
Oxford academic
March 5, 2022
Network epidemiology
Quantifying NFT-driven networks in crypto art
2022
Scientific Reports
February 17, 2022
Network Performance
Recovery coupling in multilayer networks
2022
Nature Communications
February 17, 2022
Fundamental network science
Exploring noise, degeneracy, and determinism in biological networks with the einet package
2022
British Ecological Society
January 19, 2022
Fundamental network science
Cost-effective proactive testing strategies during COVID-19 mass vaccination: A modelling study
2022
The Lancet Regional Health -Americas;
January 14, 2022
Network epidemiology
Model-based evaluation of alternative reactive class closure strategies against COVID-19
2022
Nature Communications
January 14, 2022
Network epidemiology
pymdp: A Python library for active inference in discrete state spaces
2022
arXiv
January 12, 2022
Fundamental network science
Engagement Outweighs Exposure to Partisan and Unreliable News within Google Search
2022
arXiv
December 31, 2021
Networks for good
Correction format has a limited role when debunking misinformation
2021
Springer Link
December 29, 2021
Networks for good
Evolution and emergence: higher order information structure in protein interactomes across the tree of life
2021
Oxford Academic
December 22, 2021
Biological networks
The COVID-19 pandemic amplified long-standing racial disparities in the United States criminal justice system
2021
medRxiv
December 16, 2021
Networks for good
A computational exploration of resilience and evolvability of protein–protein interaction networks
2021
Communications Biology
December 2, 2021
Biological Networks
Trollfare: Russia’s Disinformation Campaign During Military Conflict in Ukraine
2021
International Journal of Communication
November 17, 2021
Networks for good
Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave
2021
Nature
October 25, 2021
Network epidemiology
PATHATTACK: Attacking Shortest Paths in Complex Networks
2021
Springer Link
September 10, 2021
Network performance
The hidden influence of communities in collaborative funding of clinical science
2021
The Royal Society Publishing
August 25, 2021
Network Performance
Using Administrative Records and Survey Data to Construct Samples of Tweeters and Tweets
2021
Public Opinion Quarterly
August 5, 2021
Networks for good
Spatiotemporal invasion dynamics of SARS-CoV-2 lineage B.1.1.7 emergence
2021
Science
July 22, 2021
Network epidemiology
Backfire effects after correcting misinformation are strongly associated with reliability
2021
Journal of Experimental Psychology: General
July 12, 2021
Network Performance
Integrating explanation and prediction in computational social science
2021
Nature
June 30, 2021
Network Forecasting
Meaningful measures of human society in the twenty-first century
2021
Nature
June 30, 2021
Networks for Good
Association between COVID-19 outcomes and mask mandates, adherence, and attitudes
2021
PLOS ONE
June 23, 2021
Network Epidemiology
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
Networks for good
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
Network epidemiology
Using heterogeneous data to identify signatures of dengue outbreaks at fine spatio-temporal scales across Brazil
2021
PLoS Negl Trop Dis
May 21, 2021
Network epidemiology
Nonbacktracking Eigenvalues under Node Removal: X-Centrality and Targeted Immunization
2021
SIAM
May 13, 2021
Fundamental Network Science
Modeling of Future COVID-19 Cases, Hospitalizations, and Deaths, by Vaccination Rates and Nonpharmaceutical Intervention Scenarios — United States, April–September 2021
2021
MMWR Morb Mortal Wkly Rep.
May 5, 2021
Network epidemiology
Pandemics, Protests, and Publics
2021
Journal of Quantitative Description: Digital Media
April 26, 2021
Networks for Good
Academic Caregivers on Organizational and Community Resilience in Academia (Fuck Individual Resilience)
2021
Communication, Culture and Critique
April 24, 2021
Networks for Good
Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile
2021
Nature Communications
April 23, 2021
Network Epidemiology
The effect of eviction moratoria on the transmission of SARS-CoV-2
2021
Nature Communications
April 15, 2021
Network Epidemiology
Avoiding the bullies: The resilience of cooperation among unequals
2021
PLOS Computational Biology
April 7, 2021
Networks for good
Network medicine framework for identifying drug-repurposing opportunities for COVID-19
2021
PNAS
March 30, 2021
Network Performance
The effective graph reveals redundancy, canalization, and control pathways in biochemical regulation and signaling
2021
PNAS
March 23, 2021
Biological networks
Network medicine framework shows that proximity of polyphenol targets and disease proteins predicts therapeutic effects of polyphenols
2021
Nature Food
March 19, 2021
Biological networks
Infectivity, susceptibility, and risk factors associated with SARS-CoV-2 transmission under intensive contact tracing in Hunan, China
2021
Nature Communications
March 9, 2021
Network epidemiology
An early warning approach to monitor COVID-19 activity with multiple digital traces in near real time
2021
Science Advances
March 5, 2021
Network Epidemiology
Ollivier-Ricci curvature convergence in random geometric graphs
2021
Physics Review Research
March 5, 2021
Fundamental Network Science
Incentives, competition, and inequality in markets for creative production
2021
Research Policy
February 22, 2021
Networks for good
POTION : Optimizing Graph Structure for Targeted Diffusion
2021
arXiv
February 17, 2021
Fundamental Network Science
A wealth of discovery built on the Human Genome Project — by the numbers
2021
Nature
February 10, 2021
Network Performance, Fundamental Network Science
Comparative cost-effectiveness of SARS-CoV-2 testing strategies in the USA: a modelling study
2021
The Lancet
February 4, 2021
Network Epidemiology
Social Network Structure And Composition In Former Nfl Football Players
2021
Scientific Reports
February 1, 2021
Network performance
Clustering in a hyperbolic model of complex networks
2021
Electronic Journal of Probability
January 25, 2021
Fundamental Network Science
Generalized word shift graphs: a method for visualizing and explaining pairwise comparisons between texts
2021
SpringerOpen
January 19, 2021
Fundamental network science
Mask-wearing and control of SARS-CoV-2 transmission in the USA: a cross-sectional study
2021
The Lancet
January 19, 2021
Network epidemiology
Data curation during a pandemic and lessons learned from COVID-19
2021
Nature Computational Science
January 14, 2021
Network epidemiology
Identifying and Measuring Conditional Policy Preferences: The Case of Opening Schools During a Pandemic
2020
OSF Preprints
January 13, 2021
Network Forecasting
Inferring high-resolution human mixing patterns for disease modeling
2021
Nature Communications
January 12, 2021
Network epidemiology
Airbnb and Neighborhood Crime: The Incursion of Tourists or the Erosion of Local Social Dynamics?
2021
SSRN
January 12, 2021
Networks For Good
Survey data and human computation for improved flu tracking
2021
Nature Communications
January 8, 2021
Network epidemiology Network forecasting
The COVID-19 outbreak in Sichuan, China: Epidemiology and impact of interventions
2020
PLOS Computational Biology
December 28, 2020
Network epidemiology
A systematic comprehensive longitudinal evaluation of dietary factors associated with acute myocardial infarction and fatal coronary heart disease
2020
Nature Communications
November 27, 2020
Biological networks
Transmission heterogeneities, kinetics, and controllability of SARS-CoV-2
2020
Science
November 24, 2020
Network epidemiology
COVID-19 reopening strategies at the county level in the face of uncertainty: Multiple Models for Outbreak Decision Support
2020
medRxiv
November 5, 2020
Network epidemiology
Network comparison and the within-ensemble graph distance
2020
The Royal Society Publishing
November 4, 2020
Fundamental network science
Beyond R0: heterogeneity in secondary infections and probabilistic epidemic forecasting
2020
Journal of the Royal Society
November 4, 2020
Network epidemiology
Who Says What with Whom: Using Bi-Spectral Clustering to Organize and Analyze Social Media Protest Networks
2020
Computational Communication Research
November 2, 2020
Networks for good
netrd: A library for network reconstruction and graph distances
2020
arXiv
October 30, 2020
Fundamental network science
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Weighted hypersoft configuration model
2020
Phys. Rev. Research
October 29, 2020
Fundamental network science
Successful Remote Teams Communicate in Bursts
2020
Harvard Business Review
October 28, 2020
Networks for good
Link prediction with hyperbolic geometry
2020
Phys. Rev. Research
October 21, 2020
Fundamental network science
Isotopy and energy of physical networks
2020
Nature Physics
October 19, 2020
Fundamental network science
Estimating the effect of social inequalities in the mitigation of COVID-19 across communities in Santiago de Chile
2020
medRxiv
October 13, 2020
Network epidemiology
Exploring food contents in scientific literature with FoodMine
2020
Scientific Reports volume
October 1, 2020
Fundamental network science
Assessing the spread of COVID-19 in Brazil: Mobility, morbidity and social vulnerability
2020
PLOS ONE
September 18, 2020
Network epidimiology
Sustained Online Amplification of COVID-19 Elites in the United States
2020
Social Media + Society
September 15, 2020
Networks for good
Estimating the effect of cooperative versus uncooperative strategies of COVID-19 vaccine allocation: a modeling study
2020
September 14, 2020
Network epidemiology
Early Insights from Statistical and Mathematical Modeling of Key Epidemiologic Parameters of COVID-19
2020
CDC EID
September 11, 2020
Network forecasting
Understanding the limitations of network online learning
2020
SpringerOpen
September 9, 2020
Fundamental network science
Computational social science: Obstacles and opportunities
2020
Science
August 28, 2020
Fundamental network science
The unintended consequences of inconsistent pandemic control policies
2020
medRxiv
August 24, 2020
Network epidemiology
Optimal design of experiments to identify latent behavioral types
2020
arXiv
August 10, 2020
Networks for good
Network Medicine Framework for Identifying Drug Repurposing Opportunities for COVID-19
2020
arXiv
August 9, 2020
Biological networks
Generalized Word Shift Graphs: A Method for Visualizing and Explaining Pairwise Comparisons Between Texts
2020
arXiv
August 5, 2020
Networks for good
Online Mingling: Supporting Ad Hoc, Private Conversations at Virtual Conferences
2020
CCI Working Paper 2020-003
August 4, 2020
Networks for good
What science can do for democracy: a complexity science approach
2020
Humanities and Social Sciences Communications
July 10, 2020
Fundamental network science
Socioeconomic bias in influenza surveillance
2020
Plos Computational Biology
July 9, 2020
Network epidemiology
Estimating the establishment of local transmission and the cryptic phase of the COVID-19 pandemic in the USA
2020
medRxiv
July 7, 2020
Network epidemiology
Classical information theory of networks
2020
Journal of Physics: Complexity
July 3, 2020
Fundamental network science
Finding Patient Zero: Learning Contagion Source with Graph Neural Networks
2020
arXiv
June 27, 2020
Network epidemiology
Good Decisions or Bad Outcomes? A Model for Group Deliberation on Value-Laden Topics
2020
Journal Communication Methods and Measures
June 7, 2020
Networks for good
The why, how, and when of representations for complex systems
2020
arXiv
June 4, 2020
Fundamental network science
Theory In, Theory Out: The Uses of Social Theory in Machine Learning for Social Science
2020
Frontiers in Big Data
May 19, 2020
Networks for good
Searching for the backfire effect: Measurement and design considerations
2020
Journal of Applied Memory and Cognition
May 14, 2020
Network forecasting
Reshaping a nation: Mobility, commuting, and contact patterns during the COVID-19 outbreak
2020
May 11, 2020
Network epidemiology
Changes in contact patterns shape the dynamics of the COVID-19 outbreak in China
2020
Science
April 29, 2020
Network epidemiology
Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle
2020
Science
April 27, 2020
Network epidemiology
Crowding and the epidemic intensity of COVID-19 transmission
2020
medRxiv
April 20, 2020
Network epidemiology
Network Medicine Framework for Identifying Drug Repurposing Opportunities for COVID-19
2020
arXiv
April 15, 2020
Biological networks; network epidemiology
Beyond R0: Heterogeneity in secondary infections and probabilistic epidemic forecasting
2020
arXiv
April 14, 2020
Network epidemiology
A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models
2020
arXiv
April 8, 2020
Network epidemiology
The Immediate Effect of COVID-19 Policies on Social Distancing Behavior in the United States
2020
SSRN
April 8, 2020
Network epidemiology
Evolving epidemiology and transmission dynamics of coronavirus disease 2019 outside Hubei province, China: a descriptive and modelling study
2020
The Lancet
April 2, 2020
Network epidemiology
Assessing changes in commuting and individual mobility in major metropolitan areas in the United States during the COVID-19 outbreak
2020
March 31, 2020
Network epidemiology
The effect of human mobility and control measures on the COVID-19 epidemic in China
2020
Science
March 25, 2020
Network epidemiology
Epidemiological data from the COVID-19 outbreak, real-time case information
2020
Nature
March 24, 2020
Network epidemiology
A SARS-CoV-2-Human Protein-Protein Interaction Map Reveals Drug Targets and Potential Drug-Repurposing
2020
bioRxiv
March 22, 2020
Network epidemiology
Age profile of susceptibility, mixing, and social distancing shape the dynamics of the novel coronavirus disease 2019 outbreak in China
2020
medRxiv
March 20, 2020
Network epidemiology
Science, advocacy, and quackery in nutritional books: an analysis of conflicting advice and purported claims of nutritional best-sellers
2020
Nature
March 17, 2020
Networks for good
#HashtagActivism: Networks of Race and Gender Justice
2020
The MIT Press
March 10, 2020
Networks for good
The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak
2020
Science
March 6, 2020
Network epidemiology
Historical comparison of gender inequality in scientific careers across countries and disciplines
2020
PNAS
March 5, 2020
Networks for good
Phase transitions in information spreading on structured populations
2020
Nature Physics
March 2, 2020
Network forecasting
Macroscopic patterns of interacting contagions are indistinguishable from social reinforcement
2020
Nature Physics
February 24, 2020
Network epidemiology
The Oxford Handbook of Networked Communication
2020
Oxford University Press
February 21, 2020
Fundamental network science
The exposome and health: Where chemistry meets biology
2020
Science
January 24, 2020
Biological networks
Supporting Youth Activists’ Strategic Use of Social Media: A Qualitative Investigation of Design Opportunities
2020
NSF Public Access Repository
January 1, 2020
Networks for good
A Dramaturgical Approach to Online Activism within Youth Empowerment Organizations
2020
NSF Public Access Repository
January 1, 2020
Networks for good
Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology
2019
NeurIPS
December 19, 2019
Fundamental network science
Synthetic ablations in the C. elegans nervous system
2019
Network Neuroscience
November 15, 2019
Biological networks
Mapping the physics research space: a machine learning approach
2019
EPJ Data Science
November 6, 2019
Fundamental network science
Success in books: predicting book sales before publication
2019
EPJ Data Science
October 17, 2019
Network performance
Reclaiming stigmatized narratives: the networked disclosure landscape of #MeToo
2019
SOC arXiv
August 14, 2019
Networks for good
Improving Robustness to Attacks Against Vertex Classification
2019
MLG'19
August 5, 2019
Fundamental network science
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
Networks for good
The Battle for #Baltimore: Networked Counterpublics and the Contested Framing of Urban Unrest
2019
International Journal of Communication
April 4, 2019
Fundamental network science
Why Keep Arguing? Predicting Engagement in Political Conversations Online
2019
SAGE Open
March 27, 2019
Networks for good
Network-based prediction of protein interactions
2019
Nature Communications
March 18, 2019
Biological networks
Network-based prediction of drug combinations
2019
Nature Communications
March 13, 2019
Biological networks
Fake news on Twitter during the 2016 U.S. presidential election
2019
Science
January 25, 2019
Networks for good
Pertussis Epidemiology, Immunology, and Evolution
2018
Oxford University Press
December 20, 2018
Network epidemiology
Charting the Next Pandemic: Modeling Infectious Disease Spreading in the Data Science Age
2018
Springer
December 10, 2018
Network epidemiology
The Universal Decay of Collective Memory and Attention
2018
Nature Human Behavior
December 10, 2018
Network forecasting
Epidemic spreading on time-varying multiplex networks
2018
Phys. Rev. E
December 3, 2018
Network epidemiology
A structural transition in physical networks
2018
Nature
November 28, 2018
Fundamental network science; network performance
Measurability of the epidemic reproduction number in data-driven contact networks
2018
PNAS
November 21, 2018
Network epidemiology; network performance
The Formula: The Universal Laws of Success
2018
Little, Brown and Company
November 6, 2018
Network performance; fundamental network science
Auditing Partisan Audience Bias within Google Search
2018
Proceedings of the ACM: Human-Computer Interaction
November 6, 2018
Networks for good
Suppressing the Search Engine Manipulation Effect (SEME)
2018
Proceedings of the ACM: Human-Computer Interaction
November 1, 2018
Networks for good
Network integration of multi-tumour omics data suggests novel targeting strategies
2018
Nature Communications
October 30, 2018
Biological networks; network performance
Quantifying the risk of local Zika virus transmission in the contiguous US during the 2015–2016 ZIKV epidemic
2018
BMC Medicine
October 18, 2018
Network epidemiology; network forecasting
Link transmission centrality in large-scale social networks
2018
EPJ Data Science
September 14, 2018
Network performance; network epidemiology
Caenorhabditis elegans and the network control framework—FAQs
2018
Phil. Trans. R. Soc. B
September 10, 2018
Fundamental network science; network performance
Politics with the People: Building a Directly Representative Democracy
2018
Cambridge University Press
September 6, 2018
Networks for good
Vacuum Selection from Cosmology on Networks of String Geometries
2018
Phys. Rev. Lett.
September 4, 2018
Fundamental network science
How intermittent breaks in interaction improve collective intelligence
2018
PNAS
August 13, 2018
Networks for good
Graph Distance from the Topological View of Non-backtracking Cycles
2018
arXiv
July 20, 2018
Network performance
Network-based approach to prediction and population-based validation of in silico drug repurposing
2018
Nature Communicationsvolume
July 12, 2018
Network forecasting
Causal Set Generator and Action Computer
2018
Computer Physics Communications
June 4, 2018
Network performance
Typical distances in the directed configuration model
2018
The Annals of Applied Probability
June 1, 2018
Network performance
Microblog Conversation Recommendation via Joint Modeling of Topics and Discourse
2018
Proceedings of the NAACL
June 1, 2018
Networks for good; network forecasting
Auditing the Personalization and Composition of Politically-Related Search Engine Results Pages
2018
WWW '18
April 23, 2018
Networks for good
Divergent discourse between protests and counter-protests: #BlackLivesMatter and #AllLivesMatter
2018
PLoS ONE
April 18, 2018
Networks for good
Sparse Power-Law Network Model for Reliable Statistical Predictions Based on Sampled Data
2018
Entropy
April 7, 2018
Fundamental network science
Success in Books: A Big Data Approach to Bestsellers
2018
EPJ Data Science
April 6, 2018
Network performance; network forecasting
Inference of boundaries in causal sets
2018
Classical and Quantum Gravity
April 4, 2018
Network performance
How Sudden Censorship Can Increase Access to Information
2018
American Political Science Review
April 2, 2018
Networks for good
Conflict and convention in dynamic networks
2018
Journal of the Royal Society Interface
March 21, 2018
Networks for good
Weighted community detection and data clustering using message passing
2018
Journal of Statistical Mechanics: Theory and Experiment
March 14, 2018
Network performance
Product diffusion through on-demand information-seeking behaviour
2018
Journal of the Royal Society Interface
February 21, 2018
Networks for good
Stability of a giant connected component in a complex network
2018
Phys. Rev. E
January 22, 2018
Fundamental network science
Resilience and Efficiency in Transportation Networks
2017
Science Advances
December 20, 2017
Network performance
Simulations for designing and interpreting intervention trials in infectious diseases
2017
BMC Medicine
December 5, 2017
Network epidemiology; network forecasting
Anchored correlation explanation: Topic modeling with minimal domain knowledge
2017
Transactions of the Association for Computational Linguistics
December 1, 2017
Network performance
Exact geodesic distances in FLRW spacetimes
2017
Physical Review D
November 27, 2017
Network performance
The Fundamental Advantages of Temporal Networks
2017
Science
November 24, 2017
Fundamental network science
Network control principles predict neuron function in the Caenorhabditis elegans connectome
2017
Nature Letter
October 17, 2017
Biological networks; network performance
Sparse Maximum-Entropy Random Graphs with a Given Power-Law Degree Distribution
2017
Journal of Statistical Physics
October 6, 2017
Fundamental network science
Machine learning in the string landscape
2017
Journal of High Energy Physics
September 28, 2017
Fundamental network science
The risk of sustained sexual transmission of Zika is underestimated
2017
PLoS Pathogens
September 21, 2017
Network epidemiology
The RAPIDD Ebola forecasting challenge: Model description and synthetic data generation
2018
Epidemics
September 13, 2017
Network epidemiology; network forecasting
Adding noise to the institution: an experimental welfare investigation of the contribution-based grouping mechanism
2017
Social Choice and Welfare
September 12, 2017
Networks for good
Enhancing Transparency and Control When Drawing Data-Driven Inferences About Individuals
2017
Big Data
September 1, 2017
Network forecasting
The RAPIDD Ebola Forecasting Challenge: Synthesis and Lessons Learnt
2018
Epidemics
August 21, 2017
Network epidemiology; network forecasting
Navigability of Random Geometric Graphs in the Universe and Other Spacetimes
2017
Nature Scientific Reports
August 18, 2017
Fundamental network science
Estimates of non-heterosexual prevalence: The roles of anonymity and privacy in survey methodology
2017
Archives of Sexual Behavior
August 7, 2017
Networks for good
Geohyperbolic Routing and Addressing Schemes
2017
ACM SIGCOMM Computer Communication Review
July 31, 2017
Fundamental network science
A DSM-5-Based Online Mental Health Referral Inventory: A Large-Scale Validation Study
2017
Journal of Technology in Human Services
July 14, 2017
Networks for good
ε - WGX: Adaptive Edge Probing for Enhancing Incomplete Networks
2017
Web Science
June 25, 2017
Fundamental network science
Deliberative Self-Organizing Traffic Lights with Elementary Cellular Automata
2017
Complexity
May 30, 2017
Network performance
Random walks on activity-driven networks with attractiveness
2017
Phys. Rev. E
May 25, 2017
Network performance
Data ex Machina: Introduction to Big Data
2017
Annual Review of Sociology
May 17, 2017
Fundamental network science; network performance
Winning on the Merits: The Joint Effects of Content and Style on Debate Outcomes
2017
Transactions of the Association for Computational Linguistics
May 15, 2017
Networks for good
Identifying and modeling the structural discontinuities of human interactions
2017
Scientific Reports
April 26, 2017
Fundamental network science; networks for good
Connective recovery in social networks after the death of a friend
2017
Nature Human Behaviour
April 24, 2017
Networks for good
A structurational group decision-making perspective on the commons dilemma: Results from an online public goods game
2017
Journal of Applied Communication Research
April 20, 2017
Networks for good
Effects of fairness principles on willingness to pay for climate change mitigation
2017
Climatic Change
April 14, 2017
Networks for good
Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease Model
2017
WWW '17
April 3, 2017
Network forecasting; network epidemiology
Integrating Personalized Gene Expression Profiles into Predictive Disease-Associated Gene Pools
2017
Systems Biology and Applications
March 13, 2017
Biological networks
Degree Distribution, Rank-size Distribution, and Leadership Persistence in Mediation-Driven Attachment Networks
2017
Physica A: Statistical Mechanics and its Applications
March 1, 2017
Network performance
Perspectives on model forecasts of the 2014–2015 Ebola epidemic in West Africa: lessons and the way forward
2017
BMC Medicine
March 1, 2017
Network epidemiology; network forecasting
Network Medicine: Complex Systems in Human Disease and Therapeutics
2017
Harvard University Press
February 15, 2017
Biological networks
Improving election prediction internationally
2017
Science
February 3, 2017
Network forecasting; networks for good
The frequency profile: An informative method for graphing the behavior of individuals post hoc or in real time
2017
Behavior Analysis: Research and Practice
February 1, 2017
Networks for good
Volunteer Science: An Online Laboratory for Experiments in Social Psychology
2016
Social Psychology Quarterly
December 18, 2016
Networks for good
Unwinding the hairball graph: Pruning algorithms for weighted complex networks
2016
arXiv
December 16, 2016
Fundamental network science
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
December 13, 2016
Networks for good
CoreScope: Graph Mining Using k-Core Analysis--Patterns, Anomalies, and Algorithms
2016
Proceedings of the 16th IEEE ICDM'16
December 1, 2016
Fundamental network science
MaxReach: Reducing Network Incompleteness through Node Probes
2016
Proceedings of the 2016 IEEE/ACM ASONAM
November 26, 2016
Network performance
From Comorbidities of Chronic Obstructive Pulmonary Disease to Identification of Shared Molecular Mechanisms by Data Integration
2016
BMC Bioinformatics
November 22, 2016
Biological networks
Hijacking #myNYPD: Social media Dissent and Networked Publics
2016
Journal of Communication
November 15, 2016
Networks for good
Quantifying the Evolution of Individual Scientific Impact
2016
Science
November 4, 2016
Network performance
Containing Ebola at the Source with Ring Vaccination
2016
PLOS Neglected Tropical Diseases
November 2, 2016
Network epidemiology
An Experimental Investigation of Hyperbolic Routing with a Smart Forwarding Plane in NDN
2016
IEEE/ACM International Symposium on Quality of Service
November 1, 2016
Network performance
Asymptotic theory of time-varying social networks with heterogeneous activity and tie allocation
2016
Scientific Reports
October 24, 2016
Network performance; networks for good
What Terrorist Leaders Want: A Content Analysis of Terrorist Propaganda Videos
2016
Studies in Conflict and Terrorism
October 14, 2016
Networks for good
Growing pains for global monitoring of societal events
2016
Science
September 30, 2016
Networks for good
Controllability of Multiplex, Multi-time-scale Networks
2016
Physical Review E 94: 3, 032316 (2016).
September 26, 2016
Network performance
Predicting and Interpolating State-level Polls using Twitter Textual Data
2016
American Journal of Political Science
September 13, 2016
Network forecasting; networks for good
Spatiotemporal dynamics of the Ebola epidemic in Guinea and implications for vaccination and disease elimination: a computational modeling analysis
2016
BMC Medcine
September 7, 2016
Network epidemiology
Control Principles of Complex Systems
2016
Review of Modern Physics
September 6, 2016
Fundamental network science; network performance
NimbleCore: A Space-efficient External Memory Algorithm for Estimating Core Numbers
2016
Proceedings of the 2016 IEEE/ACM ASONAM
August 18, 2016
Network performance
The Role of Network Science in Analyzing Slums in Rapidly Growing Urban Areas
2016
Small Wars
August 13, 2016
Networks for good
Projected spread of Zika virus in the Americas
2016
Biorxiv
July 29, 2016
Network epidemiology; network forecasting
Real-Time Assessment of the International Spreading Risk Associated with the 2014 West African Ebola Outbreak
2016
Mathematical and Statistical Modeling for Emerging and Re-emerging Infectious Diseases
July 28, 2016
Network epidemiology
Results from the centers for disease control and prevention's predict the 2013—2014 Influenza Season Challenge
2016
BMC Infectious Diseases
July 22, 2016
Network epidemiology
GOTCHA! Network-based Fraud Detection for Social Security Fraud
2016
Management Science (INFORMS)
July 14, 2016
Network forecasting; network performance
Eigen-optimization on Large Graphs by Edge Manipulation
2016
ACM Transactions on Knowledge Discovery in Data (TKDD)
July 4, 2016
Network performance
Endophenotype Network Models: Common Core of Complex Diseases
2016
Scientific Reports
June 9, 2016
Biological networks
Clustering Implies Geometry in Networks
2016
Physical Review Letters
May 19, 2016
Fundamental network science
Control of Fluxes in Metabolic Networks
2016
Genome Research
May 18, 2016
Biological networks; network performance
Scaling Identity Connects Human Mobility and Social Interactions
2016
PNAS
April 20, 2016
Networks for good
Controllability analysis of the directed human protein interaction network identifies disease genes and drug targets
2016
PNAS
April 18, 2016
Network performance; biological networks
Generating Graph Snapshots from Streaming Edge Data
2016
Proceedings of the 25th International World Wide Web Conference
April 11, 2016
Network forecasting
The dynamics of information-driven coordination phenomena: A transfer entropy analysis
2016
Science Advances
April 1, 2016
Networks for good
Rate or Trade? Identifying Winning Ideas in Open Idea Sourcing
2016
Information Systems Research
March 1, 2016
Network performance
Detecting Figures and Part Labels in Patents: Competition-Based Development of Image Processing Algorithms
2016
International Journal on Document Analysis and Recognition
February 20, 2016
Network performance
Network-based in silico drug efficacy screening
2016
Nature Communications
February 1, 2016
Biological networks; network performance
Hamiltonian Dynamics of Preferential Attachment
2016
Journal of Physics A: Mathematical and Theoretical
February 1, 2016
Fundamental network science; network performance
The Biosurveillance Analytics Resource Directory (BARD): Facilitating the Use of Epidemiological Models for Infectious Disease Surveillance
2016
PLoS ONE
January 28, 2016
Network epidemiology
Computational CAM: Studying Children and Media in the Digital Age
2016
Journal of Children and Media
January 18, 2016
Networks for good
Looking Across and Looking Beyond the Knowledge Frontier: Intellectual Distance and Resource Allocation in Science
2016
Management Science
January 8, 2016
Network performance; networks for good
Node Immunization on Large Graphs: Theory and Algorithms
2016
IEEE Transactions on Knowledge and Data Engineering
January 1, 2016
Network performance; fundamental network science
#Ferguson is Everywhere: Initiators in Emerging Counterpublic Networks
2015
Information, Communication and Society
December 29, 2015
Networks for good
Social Media Use and Adaptation Among Chinese Students Beginning to Study in the United States
2015
International Journal for Intercultural Communication
December 8, 2015
Networks for good
Canonical genetic signatures of the adult human brain
2015
Nature Neuroscience
December 1, 2015
Biological networks
Quantifying Randomness in Real Networks
2015
Nature Communications
October 20, 2015
Fundamental network science
Location, Location, Location: The Impact of Geolocation on Web Search Personalization
2015
October 1, 2015
Network performance
Asymptotic theory for the dynamic of networks with heterogenous social capital allocation
2015
arXiv
September 22, 2015
Fundamental network science
Returners and explorers dichotomy in human mobility
2015
Nature Communications
September 8, 2015
Biological networks
Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform
2015
Machine Learning and Knowledge Discovery in Databases
August 29, 2015
Network epidemiology; network forecasting
Evolution of the Internet k-dense structure
2014
IEEE/ACM Transactions on Networking
August 13, 2015
Fundamental network science
Network Geometry Inference using Common Neighbors
2015
Physical Review E
August 12, 2015
Fundamental network science
Spectrum of controlling and observing complex networks
2015
Nature Physics
August 10, 2015
Network performance
Wiki-Worthy: Collective Judgment of Candidate Notability
2015
Information, Communication and Society
August 5, 2015
Networks for good
Navigable Networks as Nash Equilibria of Navigation Games
2015
Nature Communications
July 3, 2015
Fundamental network science
Expanding the Conversation: Multiplier Effects from a Deliberative Field Experiment
2015
Political Communication
June 15, 2015
Networks for good
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
June 15, 2015
Network epidemiology
Uncovering Social Semantics from Textual Traces: A Theory-Driven Approach and Evidence from Public Statements of U.S. Members of Congress
2015
Journal of the Association for Information Science and Technology
June 2, 2015
Networks for good
Tracking employment shocks using mobile phone data
2015
Journal of the Royal Society Interface
May 26, 2015
Networks for good
Constructing minimal models for complex system dynamics
2015
Nature Communications
May 20, 2015
Fundamental network science; network performance
Emergence of Soft Communities from Geometric Preferential Attachment
2015
Nature Scientific Reports
April 29, 2015
Fundamental network science
Facts and Figuring: An Experimental Investigation of Network Structure and Performance in Information and Solution Spaces
2015
Organization Science
April 27, 2015
Fundamental network science
Individual Motivations and Network Effects: A Multi-Level Analysis of the Structure of Online Social Relationships
2015
ANNALS of the American Academy of Political and Social Science
April 9, 2015
Networks for good; network performance
A DIseAse MOdule Detection (DIAMOnD) Algorithm Derived from a Systematic Analysis of Connectivity Patterns of Disease Proteins in the Human Interactome
2015
PLOS Computational Biology
April 8, 2015
Biological networks; network epidemiology
Turning Introductory Comparative Politics and Elections Courses Into Social Science Research Communities Using Wikipedia: Improving Both Teaching and Research
2015
PS: Political Science and Research
April 2, 2015
Networks for good
Fast Best-Effort Search on Graphs with Multiple Attributes
2015
Proceedings of the 32nd IEEE ICDE
March 1, 2015
Fundamental network science
Uncovering disease-disease relationships through the incomplete interactome
2015
Science
February 20, 2015
Biological networks
Field experiment evidence of substantive, attributional, and behavioral persuasion by Members of Congress in online town halls
2015
Proceedings of the National Academy of Sciences
January 29, 2015
Networks for good
A disease module in the interactome explains disease heterogeneity, drug response and captures novel pathways and genes in asthma
2015
Human Molecular Genetics
January 12, 2015
Biological networks
Dynamic Models of Communication in an Online Friendship Network
2014
Communication Methods and Measures
December 9, 2014
Networks for good; network performance
Exploration versus Exploitation in Space, Mind, and Society
2014
Trends in Cognitive Sciences
December 3, 2014
Networks for good
Visualizing Computational Social Science: The Multiple Lives of a Complex Image
2014
Science Communication
November 12, 2014
Networks for good
Assessing the impact of travel restrictions on international spread of the 2014 West African Ebola epidemic
2014
Eurosurveillance
October 23, 2014
Network epidemiology
Cosmological Networks
2014
New Journal of Physics
October 20, 2014
Fundamental network science; network performance
Brain Theory
2014
Frontiers in Computational Neuroscience
October 16, 2014
Fundamental network science; network performance
Tracing Coordination and Cooperation Structures via Semantic Burst Detection
2014
EAI Endorsed Transactions on Collaborative Computing
October 14, 2014
Networks for good
Assessing the International Spreading Risk Associated with the 2014 West African Ebola Outbreak
2014
PLOS Currents Outbreaks
September 2, 2014
Network epidemiology
Collective credit allocation in science
2014
Proceedings of the National Academy of Sciences
August 26, 2014
Fundamental network science; network performance
A genetic epidemiology approach to cyber-security
2014
Scientific Reports
July 16, 2014
Network epidemiology
Using sociometers to quantify social interaction patterns
2014
Nature Scientific Reports
July 15, 2014
Networks for good
Damage detection via shortest path network sampling
2014
Physical Review E
May 30, 2014
Network performance
Entropy distribution and condensation in random networks with a given degree distribution
2014
Physical Review E
May 30, 2014
Network performance
Rising Tides or Rising Stars?: Dynamics of Shared Attention on Twitter During Media Events
2014
PLoS One
May 22, 2014
Networks for good
Virtually Friends: An exploration of Friendship Claims and Expectations in Immersive Virtual Worlds
2014
Journal of Virtual Worlds Research
May 1, 2014
Networks for good
Career on the move: Geography, stratification, and scientific impact
2014
Scientific Reports
April 24, 2014
Network performance
The Infection Tree of Global Epidemics
2014
Network Science
April 10, 2014
Network epidemiology; network forecasting
On Minorities and Outliers: The Case for Making Big Data Small
2014
Big Data & Society
April 1, 2014
Networks for good
Controlling contagion processes in activity-driven networks
2014
Physical Review Letter, 112:118702, (2014)
March 19, 2014
Network performance
The Parable of Google Flu: Traps in Big Data Analysis
2014
Science Vol. 343
March 14, 2014
Network forecasting
A diVIsive Shuffling Approach (VIStA) for gene expression analysis to identify subtypes in Chronic Obstructive Pulmonary Disease
2014
BMC Systems Biology
March 13, 2014
Biological networks
Time varying networks and the weakness of strong ties
2014
Scientific Reports
February 10, 2014
Fundamental network science
Quantifying information flow during emergencies
2014
Scientific Reports
February 6, 2014
Network performance
Network Mapping by Replaying Hyperbolic Growth
2014
IEEE/ACM Transactions on Networking
January 20, 2014
Fundamental network science
Modeling and predicting popularity dynamics via reinforced poisson processes
2014
Proceedings of the 28th AAAI Conference on Artificial Intelligence
January 4, 2014
Network forecasting
Web-based participatory surveillance of infectious diseases: the Influenzanet participatory surveillance experience
2014
Clinical Microbiology and Infection
December 18, 2013
Network epidemiology
Learning from mixed signals in online innovation communities
2018
Organization Science
Networks for good
Multilevel Network Alignment
2019
WWW '18: Proceedings of the 2018 World Wide Web Conference
Network performance; fundamental network science
Predicting perturbation patterns from the topology of biological networks
2018
PNAS
Biological networks
Measuring and Improving the Core Resilience of Networks
2018
WWW '18: Proceedings of the 2018 World Wide Web Conference
Network performance
Public Health and Online Misinformation: Challenges and Recommendations
2020
Annual Review of Public Health
Networks for good
