NETSCI19: NETSCI 2019

This page contains an index consisting of author-provided keywords.

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$K$-Selective percolation	$K$-selective percolation: Modeling enzymatic degradation of network polymers
A
accounting	Follow the money: making sense of financial transaction networks
Activity-Driven Networks	Rumor Spreading in Structured Populations
Affinity networks	Quantifying Data Bias in the U.S. Justice System with Affinity Networks
Age-Mixing Patterns	Inferring high-resolution disease-specific human mixing patterns
agent-based model	An agent-based framework of water governance in the Lake Champlain Basin: interactions between policy alternatives and network structure
Aging	Loss of gene-to-gene coordination is a universal attribute of aging
Alzheimer's Disease	Stability, Specificity, and Generalizability of Connectome Predictive Modeling of Cognitive Changes in Alzheimer’s Disease
Anomalies	Detecting Bot Activity in the Ethereum Blockchain Network
anomaly detection	Detecting Self-Propagating Attacks in Cyber Networks Anomaly detection in temporal networks Finding Over- and Under-represented Pathways in Higher Order Networks Anomaly detection in complex networks as an indicator of model over-simplification
Antichain	Making Communities Show Respect for Order
approximate Bayesian computation	Network Statistics Extrapolation for Approximate Bayesian Computation
artificial intelligence	Quantifying the past and present of artificial intelligence research
asymptotic distribution	Asymptotic Distribution of Modularity in Networks
Attack vulnerability	Uniform redundancy allocation maximizes the robustness of flow networks under random and targeted attacks
Attractor	Oscillating nodes can drive a Boolean network into an attractor
Attractors	Construction and attractor analysis of a discrete network model of signal crosstalk in inducing a biological phenotype reveal important new regulation
B
Barabasi-Albert model	The Longest Path in Price Model
Bayesian inference	Community detection in networks with unobserved edges Bayesian Inference of Network Structure from Information Cascades
Berezinskii-Kosteritz-Thouless	Suppression effect on the Berezinskii-Kosteritz-Thouless transition in growing networks
Betweenness centrality	Anomaly detection in complex networks as an indicator of model over-simplification
Bicycle network planning	Multiplex urban fingerprints for bicycle network planning
big data	Compression of treelike complex networks using layered configuration models
Biological network	Construction and attractor analysis of a discrete network model of signal crosstalk in inducing a biological phenotype reveal important new regulation Oscillating nodes can drive a Boolean network into an attractor
biological networks	Target controllability in genetic networks of macrophage activation Control-robust trap spaces with applications to biomolecular networks
Bipartite network	Social Success of Perfumes
bipartite networks	Detecting Self-Propagating Attacks in Cyber Networks
Bleaching Resistance	Resistance and Robustness of the Global Coral-Symbiont Network
block model	Analytical Formulation of the Block-Constrained Configuration Model
Blockchain	Detecting Bot Activity in the Ethereum Blockchain Network
boolean model	Identifying master regulators and master destabilizers in gene regulatory networks with poorly constrained dynamics
Boolean network	Oscillating nodes can drive a Boolean network into an attractor
Boolean Networks	The cell cycle as an interaction of stable and oscillating motifs The effective graph captures canalizing dynamics and control in Boolean network models of biochemical regulation
Bot	Detecting Bot Activity in the Ethereum Blockchain Network
bots	Spreading and influence of fake and traditional fact-based news in Twitter
Brain connectome	Stability, Specificity, and Generalizability of Connectome Predictive Modeling of Cognitive Changes in Alzheimer’s Disease
Brain Connectomics	Multidimensional framework based on functional connectivity traits for task independent individual fingerprinting
breast cancer	Highly connected, non-redundant micro-RNAs in breast cancer molecular subtypes transcriptional networks: from network topology to functional control
Brokerage	Network signatures to predict job change: Evidence from a large business social network
burstiness	How Self-Excitement Dynamics Affects Epidemic Spreading in Time-Varying Networks
Bus network	Anomaly detection in complex networks as an indicator of model over-simplification
business cycle	Network Analysis of US State GDP Fluctuations: Great Recession and Recovery
C
Canalization	The effective graph captures canalizing dynamics and control in Boolean network models of biochemical regulation
cancer	Identifying master regulators and master destabilizers in gene regulatory networks with poorly constrained dynamics Integration of probabilistic control theory with metabolic flux analysis
career mobility	The hidden constraints on worker mobility: how workplace skills determine a worker’s next move
Career Success	Universal links between Mentor’s Tacit Knowledge Transfer and Protégés’ Propensity for leading Scientific Thinking
career trajectories	Quantifying gender disparity in faculty flows across a hiring and promotion network
cascade dynamics	Hidden complexity in signed networks
cascades	Tree distribution approximation for finite networks
Cascading Failures	Uniform redundancy allocation maximizes the robustness of flow networks under random and targeted attacks
causal analysis	Spreading and influence of fake and traditional fact-based news in Twitter
causal inference	Productivity, prominence, and the effects of academic environment
causal modeling	Spreading and influence of fake and traditional fact-based news in Twitter
causality	Exploring and estimating causal attribution networks
cell cycle	The cell cycle as an interaction of stable and oscillating motifs
cellular reprogramming	Identifying master regulators and master destabilizers in gene regulatory networks with poorly constrained dynamics
Chaos	"Biocircuits": Emergent complexity in motifs of electrically coupled excitable and passive cells.
chemical evolution	The clock of chemical evolution
citation network	Model selection for coupled growth of multi-layer networks
Citation Networks	Probabilistic Reference Networks and Information-Theoretic Measure of Novelty and Influence in Creative Works
city planning	Urban Spatial Order: Street Network Orientation, Configuration, and Entropy
Climate Change	Resistance and Robustness of the Global Coral-Symbiont Network
Cliques	Natural emergence of a core structure in networks via clique percolation
Clustered networks	Mesoscopic localization of spreading processes on networks
clustering	Social Interactions of Single- and Mixed-Species of Freshwater Fish: A Clustering Analysis Disentangling group and link persistence in dynamic stochastic block models Graph Comparison via the Non-backtracking Spectrum
Cognition	Stability, Specificity, and Generalizability of Connectome Predictive Modeling of Cognitive Changes in Alzheimer’s Disease
Cognitive ability	Investigating cognitive ability using action-based models of structural brain networks
collaboration network	Model selection for coupled growth of multi-layer networks
collaboration networks	Quantifying and modeling gender bias in scientific careers Taking census of physics
Collective Intelligence	ScamCoins, S*** Posters, and the Search for the Next Bitcoin TM : Collective Sensemaking in Cryptocurrency Discussions
Communication network	Social Fragmentation at Multiple Scales
Community	Making Communities Show Respect for Order
community detection	Social Fragmentation at Multiple Scales Disentangling group and link persistence in dynamic stochastic block models Near Optimal Link Prediction in Complex Networks Latent geometry inspired graph dissimilarities can boost community detection in complex networks Community detection in networks with unobserved edges Mapping undersampled networks
community structure	Analytical Formulation of the Block-Constrained Configuration Model Characterizing the analogy between hyperbolic embedding and community structure of complex networks
Competition	Source-destination betweenness determines bargaining power and costs of trading in networks.
complex attractors	The cell cycle as an interaction of stable and oscillating motifs
complex networks	Dynamics of Nonlinear Random Walks on Complex Networks The Functional Structures of U.S. State Governments A Heuristic Approach for Determining Driver Nodes in Complex Networks Impact of the distribution of recovery rates on disease spreading in complex networks
Complex Systems	The Higher Education Space: Connecting Degree Programs from Individuals' Choices Asymptotic Distribution of Modularity in Networks
complexity	Hidden complexity in signed networks
compression	Compression of treelike complex networks using layered configuration models
computational social science	Measuring the Impact of Bot Accounts on Political Network Polarization The Networked Disclosure Landscape of #MeToo Collective Information Processing in Human Rumor Spreading Networks Scientific Prize Network Predicts Who Pushes the Boundaries of Science Gender composition and communication pattern predict women's leadership success Quantifying the past and present of artificial intelligence research
Computational social sciences	Network signatures to predict job change: Evidence from a large business social network
computer-mediated communication	The Networked Disclosure Landscape of #MeToo
configuration model	Analytical Formulation of the Block-Constrained Configuration Model
Configuration models	Spectra of random networks in the weak clustering regime
Conflicts	Machine intelligence for network science?
connectome	Assessing the foundations of connectome organization across species and scales Investigating cognitive ability using action-based models of structural brain networks Functional brain network topology discriminates between patients with minimally conscious state and unresponsive wakefulness syndrome Classification of Individuals with Psychiatric Disorders Based on Structural Brain Network Properties High-resolution data-driven model of the mouse connectome
consciousness	Functional brain network topology discriminates between patients with minimally conscious state and unresponsive wakefulness syndrome
consensus decision-making	Linear locally Bayes-optimal confidence-weighting can explain information cascades in group decision-making
control	Recoverability of network dynamics
control centrality	Target controllability in genetic networks of macrophage activation
controllability	A Heuristic Approach for Determining Driver Nodes in Complex Networks
cooperation	Non-normal hierarchical organization drives cooperation and survivability in ecosystems
Coral Reefs	Resistance and Robustness of the Global Coral-Symbiont Network
Core Structure	Natural emergence of a core structure in networks via clique percolation
core-periphery	Mischaracterization of Core-Periphery Structure in Complex Networks
Core-periphery structure	Structural changes in an interbank market across the financial crisis: A multiple core-periphery analysis
Counter-terrorism	Quantifying the Future Lethality of Terror Organizations
Credit Card Records	Innovative individuals in temporal networks: Identification, socio-economic characterization, and predictive applications
Critical behavior	Impact of the distribution of recovery rates on disease spreading in complex networks
critical exponents	Switch between critical percolation modes in city traffic dynamics
crowdsourcing	Exploring and estimating causal attribution networks
Cryptocurrency	ScamCoins, S*** Posters, and the Search for the Next Bitcoin TM : Collective Sensemaking in Cryptocurrency Discussions
Cultural Data	Probabilistic Reference Networks and Information-Theoretic Measure of Novelty and Influence in Creative Works
cyber networks	Detecting Self-Propagating Attacks in Cyber Networks
cybersecurity	Detecting Self-Propagating Attacks in Cyber Networks
D
Data analysis	Scale-free Networks Well Done
Data bias in machine learning	Quantifying Data Bias in the U.S. Justice System with Affinity Networks
data-driven	Koopman operator and its approximations for networks with symmetries
decentralised systems	Linear locally Bayes-optimal confidence-weighting can explain information cascades in group decision-making
Decision making	The Higher Education Space: Connecting Degree Programs from Individuals' Choices
Degree centrality	Multi-level physician networks provide novel descriptors of cardiologists related to patient outcomes
degree distribution	A nonasymptotic measure for characterizing heavy-tailed networks
detectability limit	Mean-field theory of graph neural networks in graph partitioning
detectability limits	Cascading detectability limits revealed by preprocessing temporal networks with hierarchical communities
deterministic algorithm	A Polynomial-Time Deterministic Approach to the Traveling Salesperson Problem
differentiation	Identifying master regulators and master destabilizers in gene regulatory networks with poorly constrained dynamics
diffusion	Topological Characterization of Meta-stable States in Weakly Non-linear Diffusion Processes on Networks Beyond exposure: the complex pattern of social influence How Communities Mediate the Diffusion of New Ideas: The Spread of Intersectionality Seed node similarity and the diffusion of deworming treatments in Uganda
Diffusion efficiency	Communication asymmetry in the human connectome: A cortical hierarchy of senders and receivers
Directed acyclic graph	The Longest Path in Price Model Making Communities Show Respect for Order
directed networks	Disease spreading on directed multilayer networks
discipline space	The disciplinary structure of nation’s scientific production
Discrete choice models	Choosing to grow a graph: Modeling network formation as discrete choice
Discrete dynamic modeling	Construction and attractor analysis of a discrete network model of signal crosstalk in inducing a biological phenotype reveal important new regulation
Disease Spillover	Modelling Disease Spillover Using Multipartite Networks
disease spreading	Disease spreading on directed multilayer networks
distance variations	A Polynomial-Time Deterministic Approach to the Traveling Salesperson Problem
driver nodes	A Heuristic Approach for Determining Driver Nodes in Complex Networks
Dyadicity and heterophilicity	Quantifying Data Bias in the U.S. Justice System with Affinity Networks
dynamic decoupling	Dynamically Decoupled Synchronization in Rings of Anharmonic Oscillators
dynamic networks	Disentangling group and link persistence in dynamic stochastic block models
Dynamic Stability	Specialization in Networks: Interplay of Growth and Dynamics
dynamical analysis	Spreading and influence of fake and traditional fact-based news in Twitter
dynamical FC	Homological connectivity dynamics
Dynamical modeling	Oscillating nodes can drive a Boolean network into an attractor
dynamical modularity	The cell cycle as an interaction of stable and oscillating motifs
dynamical processes	Learning dynamical processes on complex networks from time series Simplicial models of social contagion
Dynamical Systems	Dynamic interdependence and competition in multilayer networks Topological Characterization of Meta-stable States in Weakly Non-linear Diffusion Processes on Networks Stability and Sustainability of Resource Consumption Networks Detecting pathogen type interactions from coinfection patterns: a comparison of multivariate statistical models in reconstructing eco-epidemiological networks
Dynamical systems dimension reduction	Predicting synchronization regimes with dimension reduction on modular graphs
dynamics	Recoverability of network dynamics
Dynamics on networks	Learning dynamical processes on complex networks from time series
E
Ecological assembly	Quantization of ecological interaction networks yields insights into the fundamental processes underlying community assembly
Ecological networks	Stability and Sustainability of Resource Consumption Networks Quantization of ecological interaction networks yields insights into the fundamental processes underlying community assembly
Ecological Robustness	Resistance and Robustness of the Global Coral-Symbiont Network
economic cluster	Global labor flow network reveals the hierarchical organization and dynamics of geo-industrial clusters in the world economy
economic complexity	The hidden constraints on worker mobility: how workplace skills determine a worker’s next move
economic growth	How production networks amplify economic growth
ecosystem	Non-normal hierarchical organization drives cooperation and survivability in ecosystems
Ecosystem engineers	Quantization of ecological interaction networks yields insights into the fundamental processes underlying community assembly
EDMD	Koopman operator and its approximations for networks with symmetries
Education research	The Higher Education Space: Connecting Degree Programs from Individuals' Choices
Efficiency	Local Majority: A Limited-Concern Strategy for Networked Social Learning
Embedding	Temporal network embedding for the estimation of spreading process outcome Near Optimal Link Prediction in Complex Networks
Emergence	The Higher Education Space: Connecting Degree Programs from Individuals' Choices
Empirical analysis of high-resolution network dataset	Emergence of Scaling in Complex Substitutive Systems
entropy	Urban Spatial Order: Street Network Orientation, Configuration, and Entropy
entropy estimation	Mapping undersampled networks
Enzymatic degradation	$K$-selective percolation: Modeling enzymatic degradation of network polymers
Epidemic Containment	Epidemic containment driven by link importance
epidemic risk	Human mobility shapes the HIV epidemic in Namibia
epidemic spreading	Realistic modeling of disease spreading in multiplex networks Impact of the distribution of recovery rates on disease spreading in complex networks
epidemic threshold	How Self-Excitement Dynamics Affects Epidemic Spreading in Time-Varying Networks
Epidemics	Epidemic containment driven by link importance Detecting pathogen type interactions from coinfection patterns: a comparison of multivariate statistical models in reconstructing eco-epidemiological networks Inferring high-resolution disease-specific human mixing patterns How Self-Excitement Dynamics Affects Epidemic Spreading in Time-Varying Networks
Evolution Process	Generic Mechanism for the Evolution of Mutualistic Networks
Evolutionary Dynamics	Machine intelligence for network science?
Excitable media	"Biocircuits": Emergent complexity in motifs of electrically coupled excitable and passive cells.
Expanded Network	Control-robust trap spaces with applications to biomolecular networks
Experimental Economics	Source-destination betweenness determines bargaining power and costs of trading in networks.
extrapolation	Network Statistics Extrapolation for Approximate Bayesian Computation
F
fact-based news	Spreading and influence of fake and traditional fact-based news in Twitter
faculty hiring networks	Quantifying gender disparity in faculty flows across a hiring and promotion network Productivity, prominence, and the effects of academic environment
Failure Propagation	Uniform redundancy allocation maximizes the robustness of flow networks under random and targeted attacks
fake news	Spreading and influence of fake and traditional fact-based news in Twitter
financial transactions	Follow the money: making sense of financial transaction networks
finite size effects	Tree distribution approximation for finite networks
First-order transition	Suppression effect on the Berezinskii-Kosteritz-Thouless transition in growing networks
flow network	Universal properties in urban flow network
Food webs	Quantization of ecological interaction networks yields insights into the fundamental processes underlying community assembly
force-directed layout	Force-Directed Layout of Causal Topologies in Time Series Data on Complex Networks
Fragmentation	Social Fragmentation at Multiple Scales
friendship paradox	The directionality of social ties in the friendship paradox
fronto-parietal connectivity	Functional brain network topology discriminates between patients with minimally conscious state and unresponsive wakefulness syndrome
Functional Connectivity	Multidimensional framework based on functional connectivity traits for task independent individual fingerprinting
Functional Connectome Fingerprinting	Multidimensional framework based on functional connectivity traits for task independent individual fingerprinting
G
Game Theory	Machine intelligence for network science?
gender	Quantifying gender disparity in faculty flows across a hiring and promotion network
gender gap	Quantifying and modeling gender bias in scientific careers
gender inequality	Gender composition and communication pattern predict women's leadership success
gene expression	Highly connected, non-redundant micro-RNAs in breast cancer molecular subtypes transcriptional networks: from network topology to functional control
gene regulation	Highly connected, non-redundant micro-RNAs in breast cancer molecular subtypes transcriptional networks: from network topology to functional control
geo-industrial cluster	Global labor flow network reveals the hierarchical organization and dynamics of geo-industrial clusters in the world economy
gHypEG	Analytical Formulation of the Block-Constrained Configuration Model
Global suppression effect	Suppression effect on the Berezinskii-Kosteritz-Thouless transition in growing networks
government	The Functional Structures of U.S. State Governments
gradients	Assessing the foundations of connectome organization across species and scales
graph analysis	Task specificity is shaped by a diversity of functional network kernel: Implications for neurological movement disorders
graph comparison	Graph Comparison via the Non-backtracking Spectrum
Graph dissimilarities	Latent geometry inspired graph dissimilarities can boost community detection in complex networks
graph distance	Comparing methods for reconstructing networks from time series data by comparing methods for measuring network similarity
graph embedding	GLEE: Geometric Laplacian Eigenmap Embedding
graph layout	Force-Directed Layout of Causal Topologies in Time Series Data on Complex Networks
graph mining	GLEE: Geometric Laplacian Eigenmap Embedding
graph neural network	Mean-field theory of graph neural networks in graph partitioning
graph partitioning	Mean-field theory of graph neural networks in graph partitioning
Gross Domestic Product (GDP)	Network Analysis of US State GDP Fluctuations: Great Recession and Recovery
Growing networks	Suppression effect on the Berezinskii-Kosteritz-Thouless transition in growing networks
growth model	Model selection for coupled growth of multi-layer networks
H
hashtag activism	The Networked Disclosure Landscape of #MeToo
Health care delivery	Multi-level physician networks provide novel descriptors of cardiologists related to patient outcomes
heavy-tailed networks	A nonasymptotic measure for characterizing heavy-tailed networks
Hematopoietic stem cells	Loss of gene-to-gene coordination is a universal attribute of aging
heterogeneity	Hidden complexity in signed networks
heuristic	A Heuristic Approach for Determining Driver Nodes in Complex Networks
heuristics	A Polynomial-Time Deterministic Approach to the Traveling Salesperson Problem
hierarchical community structure	Cascading detectability limits revealed by preprocessing temporal networks with hierarchical communities
Hierarchical networks	Multi-level physician networks provide novel descriptors of cardiologists related to patient outcomes
Hierarchical Structure	Specialization in Networks: Interplay of Growth and Dynamics
high-order	Simplicial models of social contagion
higher education	The structure of U.S. college networks on Facebook
higher order networks	Finding Over- and Under-represented Pathways in Higher Order Networks
higher-order models	Force-Directed Layout of Causal Topologies in Time Series Data on Complex Networks
HIV	Human mobility shapes the HIV epidemic in Namibia
Homophily	Cumulative effects of triadic closure and homophily in social networks Homophily explains perception biases in social networks Seed node similarity and the diffusion of deworming treatments in Uganda
hubs	Assessing the foundations of connectome organization across species and scales
Human Conflict	Quantifying the Future Lethality of Terror Organizations
Human Dynamics	Preferential Abandonment induces Structural Collapse in Robust Networks: Evidence from Scientific Fields and Technology Products On learning from repeated failures
human mobility	Anomaly detection in temporal networks Human mobility shapes the HIV epidemic in Namibia The hidden constraints on worker mobility: how workplace skills determine a worker’s next move
hyperbolic embedding	Characterizing the analogy between hyperbolic embedding and community structure of complex networks
hyperbolic geometry	Link prediction with hyperbolic geometry
hypergeometric ensemble	Finding Over- and Under-represented Pathways in Higher Order Networks
I
immune system cells	Loss of gene-to-gene coordination is a universal attribute of aging
industry sectors	Network Analysis of US State GDP Fluctuations: Great Recession and Recovery
infectious diseases	Realistic modeling of disease spreading in multiplex networks
inference	Exploring and estimating causal attribution networks Link prediction with hyperbolic geometry Inference and Model Selection for Mechanistic Network Models
Infinite-order transition	Suppression effect on the Berezinskii-Kosteritz-Thouless transition in growing networks
Influence	Probabilistic Reference Networks and Information-Theoretic Measure of Novelty and Influence in Creative Works
influencers	Spreading and influence of fake and traditional fact-based news in Twitter Innovative individuals in temporal networks: Identification, socio-economic characterization, and predictive applications
information cascades	Linear locally Bayes-optimal confidence-weighting can explain information cascades in group decision-making
Information Processing	ScamCoins, S*** Posters, and the Search for the Next Bitcoin TM : Collective Sensemaking in Cryptocurrency Discussions
information spreading	Spreading and influence of fake and traditional fact-based news in Twitter
Information Theory	Probabilistic Reference Networks and Information-Theoretic Measure of Novelty and Influence in Creative Works
innovation	How Communities Mediate the Diffusion of New Ideas: The Spread of Intersectionality
Innovation Abandonment	Preferential Abandonment induces Structural Collapse in Robust Networks: Evidence from Scientific Fields and Technology Products
Innovators	Innovative individuals in temporal networks: Identification, socio-economic characterization, and predictive applications
inter-bank networks	Structural changes in an interbank market across the financial crisis: A multiple core-periphery analysis
interactions	Detecting pathogen type interactions from coinfection patterns: a comparison of multivariate statistical models in reconstructing eco-epidemiological networks
interdependent networks	Dynamic interdependence and competition in multilayer networks
interdisciplinarity	Taking census of physics
Intermediation	Source-destination betweenness determines bargaining power and costs of trading in networks.
International Standard Classification of Education	The Higher Education Space: Connecting Degree Programs from Individuals' Choices
intersectionality	How Communities Mediate the Diffusion of New Ideas: The Spread of Intersectionality
intimacy circles	Reentrant phase transitions in complex contagion on multiplex networks
Invasion Tree	Reconstructing geographic transmission pathways of ZIKV epidemic in the Americas
J
Job change	Network signatures to predict job change: Evidence from a large business social network
job mobility	Global labor flow network reveals the hierarchical organization and dynamics of geo-industrial clusters in the world economy
K
k-cores	Mischaracterization of Core-Periphery Structure in Complex Networks
knowledge development	The disciplinary structure of nation’s scientific production
Koopman operator	Koopman operator and its approximations for networks with symmetries
L
labor economics	The hidden constraints on worker mobility: how workplace skills determine a worker’s next move
labor flow network	Global labor flow network reveals the hierarchical organization and dynamics of geo-industrial clusters in the world economy
laplacian	GLEE: Geometric Laplacian Eigenmap Embedding
large network	Network Statistics Extrapolation for Approximate Bayesian Computation
Large-Scale Data analysis	The Midas Touch: Quantifying the Impact of Awards on Scientific Developments
Latent geometry	Latent geometry inspired graph dissimilarities can boost community detection in complex networks
layout algorithms	Force-Directed Layout of Causal Topologies in Time Series Data on Complex Networks
leadership	Gender composition and communication pattern predict women's leadership success
Learning curves	On learning from repeated failures
Limited-Concern	Local Majority: A Limited-Concern Strategy for Networked Social Learning
Link Equations	Epidemic containment driven by link importance
link prediction	Near Optimal Link Prediction in Complex Networks Link prediction with hyperbolic geometry
Localization	Mesoscopic localization of spreading processes on networks
Logic	Oscillating nodes can drive a Boolean network into an attractor
Long-range interaction	Suppression effect on the Berezinskii-Kosteritz-Thouless transition in growing networks
M
Machine Learning	Learning dynamical processes on complex networks from time series Exploring and estimating causal attribution networks Machine intelligence for network science? Classification of Individuals with Psychiatric Disorders Based on Structural Brain Network Properties
Majority-vote model	Majority-vote dynamics on multiplex networks
map equation	Mapping undersampled networks
Market power	Source-destination betweenness determines bargaining power and costs of trading in networks.
Markov Chain Monte Carlo	Bayesian Inference of Network Structure from Information Cascades
Martin-Siggia-Rose formalism	Mean-field theory of graph neural networks in graph partitioning
mass drug administration	Seed node similarity and the diffusion of deworming treatments in Uganda
matching methods	Quantifying and modeling gender bias in scientific careers
mathematical epidemiology	Correlations between stochastic epidemics in networks of interacting subpopulations
matrix factorization	GLEE: Geometric Laplacian Eigenmap Embedding
maximum-entropy	Assessing the foundations of connectome organization across species and scales
mean-field analysis	Mean-field theory of graph neural networks in graph partitioning
mean-field models	Stochastic dynamics of non-normal networks
mechanistic models	Inference and Model Selection for Mechanistic Network Models
Mentorship	Universal links between Mentor’s Tacit Knowledge Transfer and Protégés’ Propensity for leading Scientific Thinking
message passing	Tree distribution approximation for finite networks
Metabolic network	Integration of probabilistic control theory with metabolic flux analysis
metapopulation	Correlations between stochastic epidemics in networks of interacting subpopulations
Metapopulation Model	Reconstructing geographic transmission pathways of ZIKV epidemic in the Americas
Metapopulation Models	Rumor Spreading in Structured Populations
micro-RNA	Highly connected, non-redundant micro-RNAs in breast cancer molecular subtypes transcriptional networks: from network topology to functional control
Minimum dominating set	Integration of probabilistic control theory with metabolic flux analysis
Misinformation	Collective Information Processing in Human Rumor Spreading Networks Spreading and influence of fake and traditional fact-based news in Twitter
mixed methods	The Networked Disclosure Landscape of #MeToo
mobile phones	The directionality of social ties in the friendship paradox
Mobility	Anomaly detection in complex networks as an indicator of model over-simplification
Mobility network	Social Fragmentation at Multiple Scales
model selection	Model selection for coupled growth of multi-layer networks Compression of treelike complex networks using layered configuration models Inference and Model Selection for Mechanistic Network Models
modeling	Sampling Networks by Nodal Attributes Choosing to grow a graph: Modeling network formation as discrete choice
Modular graphs	Predicting synchronization regimes with dimension reduction on modular graphs
modularity	Specialization in Networks: Interplay of Growth and Dynamics Asymptotic Distribution of Modularity in Networks
modules	Assessing the foundations of connectome organization across species and scales
molecular networks	Target controllability in genetic networks of macrophage activation
moment closure approximation	Correlations between stochastic epidemics in networks of interacting subpopulations
money flow	Follow the money: making sense of financial transaction networks
mouse	High-resolution data-driven model of the mouse connectome
multilayer network	Model selection for coupled growth of multi-layer networks
multilayer networks	Dynamic interdependence and competition in multilayer networks
Multipartite Networks	Modelling Disease Spillover Using Multipartite Networks
Multiple Phase transition	$K$-selective percolation: Modeling enzymatic degradation of network polymers
multiple sclerosis	Target controllability in genetic networks of macrophage activation
Multiplex network	Majority-vote dynamics on multiplex networks
multiplex networks	Disease spreading on directed multilayer networks Realistic modeling of disease spreading in multiplex networks Reentrant phase transitions in complex contagion on multiplex networks Multiplex urban fingerprints for bicycle network planning
Mutualisms	Quantization of ecological interaction networks yields insights into the fundamental processes underlying community assembly
Mutualistic network	Generic Mechanism for the Evolution of Mutualistic Networks
N
Namibia	Human mobility shapes the HIV epidemic in Namibia
national science production	The disciplinary structure of nation’s scientific production
navigability	Characterizing the analogy between hyperbolic embedding and community structure of complex networks
Navigation routing	Communication asymmetry in the human connectome: A cortical hierarchy of senders and receivers
negative link	Hidden complexity in signed networks
network	How Communities Mediate the Diffusion of New Ideas: The Spread of Intersectionality
network algorithms	Mischaracterization of Core-Periphery Structure in Complex Networks
network analysis	Functional brain network topology discriminates between patients with minimally conscious state and unresponsive wakefulness syndrome Classification of Individuals with Psychiatric Disorders Based on Structural Brain Network Properties Analytical Formulation of the Block-Constrained Configuration Model
Network churn	Network signatures to predict job change: Evidence from a large business social network
Network communication measures	Communication asymmetry in the human connectome: A cortical hierarchy of senders and receivers
network comparison	The structure of U.S. college networks on Facebook
Network control	Construction and attractor analysis of a discrete network model of signal crosstalk in inducing a biological phenotype reveal important new regulation Control-robust trap spaces with applications to biomolecular networks
Network data analysis	Cumulative effects of triadic closure and homophily in social networks
network decomposition	Mischaracterization of Core-Periphery Structure in Complex Networks
Network distributions	Bayesian Inference of Network Structure from Information Cascades
Network dynamics	The effective graph captures canalizing dynamics and control in Boolean network models of biochemical regulation Identifying master regulators and master destabilizers in gene regulatory networks with poorly constrained dynamics Majority-vote dynamics on multiplex networks Spectra of random networks in the weak clustering regime
Network Epidemiology	Reconstructing geographic transmission pathways of ZIKV epidemic in the Americas
network flow	Taking census of physics
Network formation	Choosing to grow a graph: Modeling network formation as discrete choice
network governance	An agent-based framework of water governance in the Lake Champlain Basin: interactions between policy alternatives and network structure
Network Growth	Specialization in Networks: Interplay of Growth and Dynamics
Network growth model	Social Fragmentation at Multiple Scales
network hierarchy	The Functional Structures of U.S. State Governments
network inference	Comparing methods for reconstructing networks from time series data by comparing methods for measuring network similarity Bayesian Inference of Network Structure from Information Cascades
network inference model	Predicting Offline Political Support with Online Social Behavior
network kernel	Task specificity is shaped by a diversity of functional network kernel: Implications for neurological movement disorders
Network model	Investigating cognitive ability using action-based models of structural brain networks Model selection for coupled growth of multi-layer networks
Network Modeling	Emergence of Scaling in Complex Substitutive Systems
Network models	The statistical physics of real-world networks Cumulative effects of triadic closure and homophily in social networks Anomaly detection in complex networks as an indicator of model over-simplification
Network motif	Social Success of Perfumes
Network Neuroscience	Homological connectivity dynamics Communication asymmetry in the human connectome: A cortical hierarchy of senders and receivers
Network polymer	$K$-selective percolation: Modeling enzymatic degradation of network polymers
network reconstruction	Comparing methods for reconstructing networks from time series data by comparing methods for measuring network similarity
network sampling	Exploring and estimating causal attribution networks
Network Science	Multidimensional framework based on functional connectivity traits for task independent individual fingerprinting Loss of gene-to-gene coordination is a universal attribute of aging The hidden constraints on worker mobility: how workplace skills determine a worker’s next move
network similarity	Comparing methods for reconstructing networks from time series data by comparing methods for measuring network similarity
Network spectra	Spectra of random networks in the weak clustering regime
network statistics	A nonasymptotic measure for characterizing heavy-tailed networks
network structure	The structure of U.S. college networks on Facebook
network theory	The statistical physics of real-world networks Detecting Bot Activity in the Ethereum Blockchain Network Cascading detectability limits revealed by preprocessing temporal networks with hierarchical communities
network transition	Taking census of physics
network visualisation	Force-Directed Layout of Causal Topologies in Time Series Data on Complex Networks
networked counterpublics	The Networked Disclosure Landscape of #MeToo
Networks	Machine intelligence for network science? Natural emergence of a core structure in networks via clique percolation
neuroscience	Assessing the foundations of connectome organization across species and scales Investigating cognitive ability using action-based models of structural brain networks High-resolution data-driven model of the mouse connectome
news diffusion	Spreading and influence of fake and traditional fact-based news in Twitter
Niche theory	Generic Mechanism for the Evolution of Mutualistic Networks
NK Model	Local Majority: A Limited-Concern Strategy for Networked Social Learning
node classification	Detecting Self-Propagating Attacks in Cyber Networks
non-backtracking	Graph Comparison via the Non-backtracking Spectrum
non-normal network	Stochastic dynamics of non-normal networks
non-normality	Non-normal hierarchical organization drives cooperation and survivability in ecosystems
Nonlinear Dynamics	Dynamics of Nonlinear Random Walks on Complex Networks
Novelty	Probabilistic Reference Networks and Information-Theoretic Measure of Novelty and Influence in Creative Works
null model	Finding Over- and Under-represented Pathways in Higher Order Networks
O
obesity index	A nonasymptotic measure for characterizing heavy-tailed networks
online and offline behavior	Predicting Offline Political Support with Online Social Behavior
online communities	The Networked Disclosure Landscape of #MeToo
Online Discussion	ScamCoins, S*** Posters, and the Search for the Next Bitcoin TM : Collective Sensemaking in Cryptocurrency Discussions
opinion dynamics	Spreading and influence of fake and traditional fact-based news in Twitter
Optimal Strategies	Machine intelligence for network science?
Organizational Behavior	Quantifying the Future Lethality of Terror Organizations
oscillating motifs	The cell cycle as an interaction of stable and oscillating motifs
P
parameter estimation	Network Statistics Extrapolation for Approximate Bayesian Computation
Partial order	Making Communities Show Respect for Order
pathogen types	Detecting pathogen type interactions from coinfection patterns: a comparison of multivariate statistical models in reconstructing eco-epidemiological networks
pathway	Finding Over- and Under-represented Pathways in Higher Order Networks
pattern detection	Finding Over- and Under-represented Pathways in Higher Order Networks
payment systems	Follow the money: making sense of financial transaction networks
Percetion bias	Homophily explains perception biases in social networks
Percolation	Epidemic containment driven by link importance $K$-selective percolation: Modeling enzymatic degradation of network polymers The clock of chemical evolution Suppression effect on the Berezinskii-Kosteritz-Thouless transition in growing networks Natural emergence of a core structure in networks via clique percolation Switch between critical percolation modes in city traffic dynamics
Performance	Local Majority: A Limited-Concern Strategy for Networked Social Learning
Perfume composition	Social Success of Perfumes
Perturbation Spreading	The effective graph captures canalizing dynamics and control in Boolean network models of biochemical regulation
Phase transition	Mesoscopic localization of spreading processes on networks Preferential Abandonment induces Structural Collapse in Robust Networks: Evidence from Scientific Fields and Technology Products Suppression effect on the Berezinskii-Kosteritz-Thouless transition in growing networks Natural emergence of a core structure in networks via clique percolation Switch between critical percolation modes in city traffic dynamics
phase transitions	Rumor Spreading in Structured Populations Recoverability of network dynamics On learning from repeated failures Cascading detectability limits revealed by preprocessing temporal networks with hierarchical communities
physics communities	Taking census of physics
physics ecosystem	Taking census of physics
political networks	Measuring the Impact of Bot Accounts on Political Network Polarization
political polarization	Measuring the Impact of Bot Accounts on Political Network Polarization
political support	Predicting Offline Political Support with Online Social Behavior
polynomial-time computational complexity	A Polynomial-Time Deterministic Approach to the Traveling Salesperson Problem
Population dynamics	Generic Mechanism for the Evolution of Mutualistic Networks
Positive Invariant Sets	Control-robust trap spaces with applications to biomolecular networks
Prediction	Stability, Specificity, and Generalizability of Connectome Predictive Modeling of Cognitive Changes in Alzheimer’s Disease Innovative individuals in temporal networks: Identification, socio-economic characterization, and predictive applications
preferential attachment	The Longest Path in Price Model The clock of chemical evolution
price evolution	How production networks amplify economic growth
Price model	The Longest Path in Price Model
Prisoner's Dilemma	Machine intelligence for network science?
Prize	Scientific Prize Network Predicts Who Pushes the Boundaries of Science
Prize network	The Midas Touch: Quantifying the Impact of Awards on Scientific Developments
production networks	How production networks amplify economic growth
productivity	Productivity, prominence, and the effects of academic environment
productivity improvement	How production networks amplify economic growth
Proximity-based social networks	Social Interactions of Single- and Mixed-Species of Freshwater Fish: A Clustering Analysis
Psychiatry	Classification of Individuals with Psychiatric Disorders Based on Structural Brain Network Properties
Q
quasi-cycles	Stochastic dynamics of non-normal networks
quasi-natural experiments	Productivity, prominence, and the effects of academic environment
R
random graphs	Compression of treelike complex networks using layered configuration models Analytical Formulation of the Block-Constrained Configuration Model
random matrix theory	Cascading detectability limits revealed by preprocessing temporal networks with hierarchical communities
Random Walks	Dynamics of Nonlinear Random Walks on Complex Networks Follow the money: making sense of financial transaction networks
reaction networks	The clock of chemical evolution
real networks	Compression of treelike complex networks using layered configuration models
Redundancy Allocation	Uniform redundancy allocation maximizes the robustness of flow networks under random and targeted attacks
reentrant phase transitions	Reentrant phase transitions in complex contagion on multiplex networks
regional development	Global labor flow network reveals the hierarchical organization and dynamics of geo-industrial clusters in the world economy
regional economics	Global labor flow network reveals the hierarchical organization and dynamics of geo-industrial clusters in the world economy
representation learning	GLEE: Geometric Laplacian Eigenmap Embedding
Reproductive Number	Modelling Disease Spillover Using Multipartite Networks
Resilience	Generic Mechanism for the Evolution of Mutualistic Networks
Resting state fMRI	Stability, Specificity, and Generalizability of Connectome Predictive Modeling of Cognitive Changes in Alzheimer’s Disease
resting-state fMRI	Task specificity is shaped by a diversity of functional network kernel: Implications for neurological movement disorders
Revealed preference	Beyond exposure: the complex pattern of social influence
Robustness	Uniform redundancy allocation maximizes the robustness of flow networks under random and targeted attacks Characterizing the analogy between hyperbolic embedding and community structure of complex networks
Rumor Models	Rumor Spreading in Structured Populations
Rumors	Collective Information Processing in Human Rumor Spreading Networks
S
sampling bias	Sampling Networks by Nodal Attributes
Scale-free networks	A nonasymptotic measure for characterizing heavy-tailed networks Scale-free Networks Well Done
science of science	The Midas Touch: Quantifying the Impact of Awards on Scientific Developments Quantifying and modeling gender bias in scientific careers Scientific Prize Network Predicts Who Pushes the Boundaries of Science Taking census of physics On learning from repeated failures Quantifying the past and present of artificial intelligence research
Scientific careers	On learning from repeated failures
scientometrics	Model selection for coupled growth of multi-layer networks
Search information	Communication asymmetry in the human connectome: A cortical hierarchy of senders and receivers
Second-order transition	Suppression effect on the Berezinskii-Kosteritz-Thouless transition in growing networks
seeds	Seed node similarity and the diffusion of deworming treatments in Uganda
self-excitement	How Self-Excitement Dynamics Affects Epidemic Spreading in Time-Varying Networks
sequence	Finding Over- and Under-represented Pathways in Higher Order Networks
Signal transduction network	Construction and attractor analysis of a discrete network model of signal crosstalk in inducing a biological phenotype reveal important new regulation Oscillating nodes can drive a Boolean network into an attractor
signed network	Hidden complexity in signed networks
simplicial complexes	Simplicial models of social contagion
Single cell RNA sequencing	Loss of gene-to-gene coordination is a universal attribute of aging
SIS	Epidemic containment driven by link importance
SIS model	Mesoscopic localization of spreading processes on networks
Social Contact Networks	Inferring high-resolution disease-specific human mixing patterns
social contagion	Simplicial models of social contagion Reentrant phase transitions in complex contagion on multiplex networks
Social influence	Beyond exposure: the complex pattern of social influence Spreading and influence of fake and traditional fact-based news in Twitter
social interactions	Predicting Offline Political Support with Online Social Behavior
Social Learning	Local Majority: A Limited-Concern Strategy for Networked Social Learning
social media data	Predicting Offline Political Support with Online Social Behavior
social media mining	Measuring the Impact of Bot Accounts on Political Network Polarization
social network	Preferential Abandonment induces Structural Collapse in Robust Networks: Evidence from Scientific Fields and Technology Products Gender composition and communication pattern predict women's leadership success
social networks	Collective Information Processing in Human Rumor Spreading Networks Scientific Prize Network Predicts Who Pushes the Boundaries of Science Cumulative effects of triadic closure and homophily in social networks Detecting Bot Activity in the Ethereum Blockchain Network Spreading and influence of fake and traditional fact-based news in Twitter Homophily explains perception biases in social networks The directionality of social ties in the friendship paradox Sampling Networks by Nodal Attributes Seed node similarity and the diffusion of deworming treatments in Uganda
Social networks in fish	Social Interactions of Single- and Mixed-Species of Freshwater Fish: A Clustering Analysis
social-ecological networks	An agent-based framework of water governance in the Lake Champlain Basin: interactions between policy alternatives and network structure
sociology of science	Quantifying gender disparity in faculty flows across a hiring and promotion network Productivity, prominence, and the effects of academic environment
spatial economic networks	Network Analysis of US State GDP Fluctuations: Great Recession and Recovery
spatial networks	Urban Spatial Order: Street Network Orientation, Configuration, and Entropy
Specialization	Specialization in Networks: Interplay of Growth and Dynamics
Spectral Embedding	Topological Characterization of Meta-stable States in Weakly Non-linear Diffusion Processes on Networks
Spectral graph theory	Predicting synchronization regimes with dimension reduction on modular graphs
spectral methods	Graph Comparison via the Non-backtracking Spectrum
spreading	Simplicial models of social contagion
Spreading processes	Mesoscopic localization of spreading processes on networks Temporal network embedding for the estimation of spreading process outcome
Stable Motif	Oscillating nodes can drive a Boolean network into an attractor
stable motifs	The cell cycle as an interaction of stable and oscillating motifs Construction and attractor analysis of a discrete network model of signal crosstalk in inducing a biological phenotype reveal important new regulation
statistical characteristics	A Heuristic Approach for Determining Driver Nodes in Complex Networks
statistical ensemble	Finding Over- and Under-represented Pathways in Higher Order Networks
statistical inference	Compression of treelike complex networks using layered configuration models
Statistical Models	Quantifying the Future Lethality of Terror Organizations
statistical network inference	Detecting pathogen type interactions from coinfection patterns: a comparison of multivariate statistical models in reconstructing eco-epidemiological networks
statistical physics	The statistical physics of real-world networks
Statistical Physics of Network Dynamics	Emergence of Scaling in Complex Substitutive Systems
Statistics	Scale-free Networks Well Done
STEM	Gender composition and communication pattern predict women's leadership success
stochastic	Correlations between stochastic epidemics in networks of interacting subpopulations
stochastic block model	Mischaracterization of Core-Periphery Structure in Complex Networks Mean-field theory of graph neural networks in graph partitioning
stochastic dynamics	Stochastic dynamics of non-normal networks
Stochastic processes	Impact of the distribution of recovery rates on disease spreading in complex networks
street networks	Urban Spatial Order: Street Network Orientation, Configuration, and Entropy
Strength of weak ties	Network signatures to predict job change: Evidence from a large business social network
Structural Connectivity	Classification of Individuals with Psychiatric Disorders Based on Structural Brain Network Properties
structural equivalence	Seed node similarity and the diffusion of deworming treatments in Uganda
sub-Saharan Africa	Human mobility shapes the HIV epidemic in Namibia
Supervised Stacking	Near Optimal Link Prediction in Complex Networks
survivability	Non-normal hierarchical organization drives cooperation and survivability in ecosystems
Sustainability	Stability and Sustainability of Resource Consumption Networks
Sustainable mobility	Multiplex urban fingerprints for bicycle network planning
switch	Switch between critical percolation modes in city traffic dynamics
Symbiosis	Resistance and Robustness of the Global Coral-Symbiont Network
symmetries	Koopman operator and its approximations for networks with symmetries
symmetry	Dynamically Decoupled Synchronization in Rings of Anharmonic Oscillators
Synchronization	Dynamically Decoupled Synchronization in Rings of Anharmonic Oscillators Predicting synchronization regimes with dimension reduction on modular graphs "Biocircuits": Emergent complexity in motifs of electrically coupled excitable and passive cells. Network Analysis of US State GDP Fluctuations: Great Recession and Recovery
systemic risk	Tree distribution approximation for finite networks
systems biology	The cell cycle as an interaction of stable and oscillating motifs
T
Tacit Knowledge	Universal links between Mentor’s Tacit Knowledge Transfer and Protégés’ Propensity for leading Scientific Thinking
target controllability	Target controllability in genetic networks of macrophage activation
Targeted Attacks	Uniform redundancy allocation maximizes the robustness of flow networks under random and targeted attacks
technology change	How production networks amplify economic growth
temporal network	Model selection for coupled growth of multi-layer networks Temporal network embedding for the estimation of spreading process outcome How Self-Excitement Dynamics Affects Epidemic Spreading in Time-Varying Networks
temporal networks	Detecting Self-Propagating Attacks in Cyber Networks Anomaly detection in temporal networks Disentangling group and link persistence in dynamic stochastic block models Force-Directed Layout of Causal Topologies in Time Series Data on Complex Networks Innovative individuals in temporal networks: Identification, socio-economic characterization, and predictive applications Structural changes in an interbank market across the financial crisis: A multiple core-periphery analysis Follow the money: making sense of financial transaction networks
Terrorism	Quantifying the Future Lethality of Terror Organizations
The longest path	The Longest Path in Price Model
threshold models	Reentrant phase transitions in complex contagion on multiplex networks
time series	Comparing methods for reconstructing networks from time series data by comparing methods for measuring network similarity Learning dynamical processes on complex networks from time series
time series clustering	Community detection in networks with unobserved edges
time series data	Finding Over- and Under-represented Pathways in Higher Order Networks Force-Directed Layout of Causal Topologies in Time Series Data on Complex Networks
Topological data analysis	Homological connectivity dynamics
topology	Functional brain network topology discriminates between patients with minimally conscious state and unresponsive wakefulness syndrome
Trading in networks	Source-destination betweenness determines bargaining power and costs of trading in networks.
traffic	Switch between critical percolation modes in city traffic dynamics
traffic demand	Universal properties in urban flow network
traffic reliability	Universal properties in urban flow network
trajectory	Finding Over- and Under-represented Pathways in Higher Order Networks
translation	How Communities Mediate the Diffusion of New Ideas: The Spread of Intersectionality
Transportation Networks	Anomaly detection in complex networks as an indicator of model over-simplification
Trap Spaces	Control-robust trap spaces with applications to biomolecular networks
traveling salesperson problem	A Polynomial-Time Deterministic Approach to the Traveling Salesperson Problem
Treatment effect	Beyond exposure: the complex pattern of social influence
tree distribution approximation	Tree distribution approximation for finite networks
Triadic closure	Cumulative effects of triadic closure and homophily in social networks
Trophic interactions	Quantization of ecological interaction networks yields insights into the fundamental processes underlying community assembly
Twitter	Spreading and influence of fake and traditional fact-based news in Twitter The directionality of social ties in the friendship paradox
U
Uganda	Seed node similarity and the diffusion of deworming treatments in Uganda
uncertainty	Link prediction with hyperbolic geometry
undersampled networks	Mapping undersampled networks
urban design	Urban Spatial Order: Street Network Orientation, Configuration, and Entropy
urban networks	Anomaly detection in temporal networks Multiplex urban fingerprints for bicycle network planning
urban science	The hidden constraints on worker mobility: how workplace skills determine a worker’s next move
US justice system	Quantifying Data Bias in the U.S. Justice System with Affinity Networks
W
web crawling	The Functional Structures of U.S. State Governments
Weighted Networks	The effective graph captures canalizing dynamics and control in Boolean network models of biochemical regulation
whole-brain	High-resolution data-driven model of the mouse connectome
Worldwide air transportation network	Anomaly detection in complex networks as an indicator of model over-simplification
Z
ZIKV	Reconstructing geographic transmission pathways of ZIKV epidemic in the Americas

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