NETSCI 2020: NETSCI 2020

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

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2018 Brazilian Elections	What is going on Brazil? A Political Tale from Tweets
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3D layout	Network layout using neural networks
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Abrupt Transitions	Fragility and anomalous susceptibility of weakly interacting networks
academic performance	Social capital in online environments: Effects of social structure on academic performance in an online university
acquaintance immunization	Improving the efficiency of stochastic immunization via targeted network discovery
activity clustering	Continuous Time Random Walk with correlated waiting times. The crucial role of inter-trade times in volatility clustering
adaptability	Improving the robustness of online social networks: A simulation approach of network interventions
adaptive dynamics	Synchronization in team pursuit race
Adaptive networks	Sick-leave strategies and quarantines in epidemic spreading: a general formalism for adaptive activity-driven networks Classification of link-breaking and link-creation updating rules in SIS epidemics on adaptive networks
adjacent possible	Explain collective discovery processes via the adjacent possible exploration
adversarial learning	Attacking Embeddings to Counter Community Detection
ageing	Hierarchical and control properties of ageing related methylation networks
agency	Structural and Semantic Impact of Online Collective Action
agent based model	Explain collective discovery processes via the adjacent possible exploration Will it spread? Quantifying the predictability of new product diffusion in social networks
agent-based model	Voluntary mobility and distancing measures decrease the spread of SARS-CoV2 in Mexico City Improving the robustness of online social networks: A simulation approach of network interventions The Effects of Cultural and Economic Motivations on Social Structure: A Network Agent-based Model
Agent-based modeling	Impact of False Reporting Attacks in Privacy-preserving Contact Tracing Mood Radicalization in Hyperconnected Social Networks
agent-based models	Automation and occupational mobility: A data-driven network model
agent-based simulation	Agent-based simulation of COVID19 infection cluster and its deterrence with contact trace
Aging	Analysis of single-cell RNA-seq data unveils a general stochastic transcriptional attribute of aging Prediction of aging-related genes from a dynamic biological network A step-wise criterion to determine target control centrality in the aging brain network
air transportation	Structural Evolution of US Airline Networks
airports	Spatial immunization: a temporal network approach to counteract epidemic outbreaks in airports
algorithm	Detecting citation cartels in journal citation networks
Algorithmic Bias	Hidden Bias in Social Media
algorithms	Efficient and fully Bayesian inference of complex networks from noisy data
Alternative paths	Evaluating path diversity from the cycle bases
Alzheimer's Disease	Exploring the interplay between brain and mind in Alzheimer's disease Examining the feasibility of using the Gaussian Graphical Model to model the relationships between neurocognitive variables in Alzheimer’s disease Robustness of microglial networks in Alzheimer’s disease
Amplitude death	Amplitude death and restoration in networks of oscillators with random-walk diffusion
angular optimisation	Angular optimisation in the hyperbolic embedding of complex networks
animal groups	Individual and collective encoding of risk in animal groups
Animal social network	Representing social temporal networks
annealing	Graceful navigation out of metastable states by humans in a coordination game
Antagonistic	Antagonistic sparse complex systems show oscillatory dynamics
antibody landscape	A new approach for modeling antigenically variable pathogen spread over complex networks
antigenically variable pathogens	A new approach for modeling antigenically variable pathogen spread over complex networks
Antimicrobial resistance	Interrupting Disease Transmission in Healthcare Networks Using Higher-Order Models: A Case Study for Nosocomial COVID-19 and Anti-microbial Resistance
antipredator behavior	Individual and collective encoding of risk in animal groups
API	Dru: Analysing Blockchain as a Complex Network
application	BotSlayer: Real-time detection of manipulation of social media
artificial intelligence	Detecting the explosion of Artificial Intelligence research
Artificial Neural Networks	Causal Brain Mapping of Artificial Neural Networks by Game Theory: A Case for in-silico Multi-Perturbation Experiments
association network	Homophily and Heterogeneity in the Cancerous Cell Line Network for Gene Therapy Improvements
assortativity	Latent Poisson models for networks with heterogeneous density Comparing gender mixing preferences across networks
Attachment	Maintaining cultural identity: evidence from migrants on Twitter
attack scenario	Probing the robustness of nested multi-layer networks
attractors	A network perspective on macrophage phenotypes in the tumour microenvironment
Attribute information	Community detection with node attributes in multilayer networks
Atypical patents	How predictable are novel technological combinations?
audience and sources	Beyond polarization: the structure of vaccine debate in France
author citations	Modeling bursts in the evolution of author citations
authorship	The story behind the authorship: Citation-based contribution allocation in science
Auto-encoder	Deep AutoEncorder effectively extracts the key topologies from the Microconnectome.
autocatalytic network	The Impact of Composition on the Dynamics of Autocatalytic Sets
automation	Automation and occupational mobility: A data-driven network model
avalanches	Emergent regularities and scaling in armed conflict data
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Background distribution	Background Diversity and Network Structure in Collective Design and Innovation: Perspectives with Online Social Network Experiments
background diversity	Background Diversity and Network Structure in Collective Design and Innovation: Perspectives with Online Social Network Experiments
balance theory	Multilevel Structural Evaluation of Signed Directed Social Networks The fragility of opinion formation in a complex world
Banks	Climate risk and financial stability in the network of banks and investment funds
Based	A Unified Framework for Spreading Dynamics on Temporal Networks
Bayes factors	Bayesian Selection of Optimal Higher-Order Network Models
Bayesian inference	Bayesian Selection of Optimal Higher-Order Network Models Bayesian Classification of Paths using Multi-order Network Models
Bayesian learning	Bayesian Selection of Optimal Higher-Order Network Models Bayesian Classification of Paths using Multi-order Network Models
Bayesian Statistics	Efficient and fully Bayesian inference of complex networks from noisy data Bayesian inference of weighted graphs
Behavioral changes	Impact of intervention measures on COVID-19 epidemic in Belgium
Behavioral Patterns	COVID-19 Outbreak Week-by-Week Prediction
Betweenness Centrality	Edge Betweenness Centrality Distributions of Hypergraphs
Bibliometrics	The Scientific Development of Nations
Big data	Maintaining cultural identity: evidence from migrants on Twitter
bioinformatics	Distinguishing and Controlling Cell Phenotype Using Gene Expression Gene regulatory network remodeling in embryonic development trajectories Homophily and Heterogeneity in the Cancerous Cell Line Network for Gene Therapy Improvements
biological invasion	Predicting human-mediated dispersal using traits and visitation networks
Biological network	Implementing attractor reversibility in a Boolean network model by encoding short-term memory into select edges The Impact of Composition on the Dynamics of Autocatalytic Sets
Biological networks	Utilizing complex networks with error bars Prediction of aging-related genes from a dynamic biological network Identification of mixed dynamics in complex networks A step-wise criterion to determine target control centrality in the aging brain network Robustness of microglial networks in Alzheimer’s disease
Biological neural network	Stochastic dimensional reduction on large biological neural networks
biomarker	Hierarchical and control properties of ageing related methylation networks
Bipartite	Thermodynamics disentangles conflicting notions of nestedness in ecological networks Community detection in spatial bipartite networks with metadata
bipartite network	Mapping flows in bipartite networks Probing the robustness of nested multi-layer networks Global urbanization and economic complexity
bipartite networks	Adapting extraction strategies in networks of bistable common-pool resources: intensity versus allocation Network Perspective on Peace Accords Implementation Using network science to understand student pathways in and through STEM education. Colon cancer microbiome co-expression networks.
Bitcoin	The Bitcoin Transaction Network as a Graph Database for Exploring and Mining Bitcoin Transaction Networks: an overview of recent results
Bitcoin Lightning Network	Lightning Network: a second path towards centralisation of the Bitcoin economy
block detection	Auto-information maximization in non-Markovian systems.
blockchain	Ethereum Blockchain: A Network Perspective Dru: Analysing Blockchain as a Complex Network
Boolean model	Functional relationships between generalized positive feedback loops determine the number of attractors in plant-pollinator interaction networks
Boolean models	A network perspective on macrophage phenotypes in the tumour microenvironment
Boolean network	Implementing attractor reversibility in a Boolean network model by encoding short-term memory into select edges
Boolean Networks	Parity and time-reversal in Boolean networks
Bot	The contagion of ideas: inferring the political orientations of Twitter accounts from their connections
bot detection	The role of bot squads in the political propaganda on Twitter Detection of Novel Social Bots in Twitter
Bots	Assessing the risks of “infodemics” in response to COVID-19 epidemics Hidden Bias in Social Media What is going on Brazil? A Political Tale from Tweets
Bounded confidence model	Validation of opinion dynamics theory including both trust and distrust by polarity analysis of measured data of video comments
Brain communication	Brain communication is shaped by cortical hierarchies
brain drain	Measuring the scientific brain drain: a country perspective
Brain Network	Deep AutoEncorder effectively extracts the key topologies from the Microconnectome.
Brain Networks	Brain Structural Connectivity along the Lifespan: a Metric-Backbone Approach On the classification of mental states by means of network-based features A step-wise criterion to determine target control centrality in the aging brain network
brain structural connectivity	Brain Structural Connectivity along the Lifespan: a Metric-Backbone Approach
Brazilian chamber of deputies	The Brazilian Chamber of Deputies as a complex network
Breast cancer	Ribosome disruption in Luminal A breast cancer revealed by gene co-expression networks
Brokerage	To bridge or not to bridge, that is the question for innovative performance The Social Roles of Cities in Mobility and Scientific Collaboration Networks
bursts	The science of sharing and the sharing of science: Diffusion of scientific articles across online platforms
business category	Business category network analysis for capturing the value of intangibles
Business Cycles	Synchronization of endogenous business cycles
business portfolio	Business category network analysis for capturing the value of intangibles
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Cancer	Homophily and Heterogeneity in the Cancerous Cell Line Network for Gene Therapy Improvements Colon cancer microbiome co-expression networks.
canon formation	Network analysis and social sequence analysis. A methodological integration.
Cardiovascular disease	Network approach for identifying most common path of cardiovascular disease history
cartography	Genescape | An interdisciplinary approach to complex network visualization
cascades	Indirect Targeting in Networks Cascade-based attacks on multilayer networks
cascading failure	Cascading failure in economic networks: The case of COVID-19 The role of network topology for failure spreading in linear flow networks
cascading failures	Greedy control of cascading failures in interconnected networks
Cascading-failures	Dependency-based targeted attacks in interdependent networks
Case study	Interdisciplinary Collaboration at the SFI Complex Systems Summer School
Cattle Trade	The Effect of Uncertainty to Epidemic Behaviour in Cattle Trade A Case Study From Brazil
causal inference	Who Motivates More Workouts: Friends or Strangers?
Causality	Optimizing Social Influence Notification policy in Exercise: A Field Experiment Causal Brain Mapping of Artificial Neural Networks by Game Theory: A Case for in-silico Multi-Perturbation Experiments
causation	What do co-occurrence networks actually tell us?
cell assemblies	Dynamic core periphery structure of information sharing networks in the entorhinal cortex and hippocampus
Cell cycle	The cell cycle as a temporal network of protein interactions
cell differentiation	Gene regulatory network remodeling in embryonic development trajectories
cell-cell interaction networks	Robustness of microglial networks in Alzheimer’s disease
Centrality	Network Analysis of associations between clinical variables and psychological symptoms in Testing and Identifying Targets in Rheumatoid Arthritis Therapy – UltraSound Study (TITRATE-US) dataset Influential Spreaders in Modular Networks
centrality metrics	"The other side of the moon": What do we know about products' complexity?
Centralization	Lightning Network: a second path towards centralisation of the Bitcoin economy Bitcoin Transaction Networks: an overview of recent results
citation cartels	Detecting citation cartels in journal citation networks
citation network	Science knows no country but citations do: the emergence of East and West in contemporary science Citations driven by social connections? A multi-layer representation of co-authorship networks Discovering remarkable meme in academic literature considering diffusion process
Citation networks	The landscape of the COVID-19 research: A neural embedding approach Which cited papers are more important to a manuscript? Analysis of citation patterns in open access manuscripts China's research works are locally rich cited but globally underrepresented A network perspective on academic impact
Citation Rate	Citations driven by social connections? A multi-layer representation of co-authorship networks
citations	Statistical models of social interaction
classification	Constructing geometric graphs from features to aid classification tasks Random walks on hypergraphs Revealing Organizational Structures by Studying Activity Patterns in Social Networks Bayesian Classification of Paths using Multi-order Network Models Structure and influence of disease discourse on Twitter
classification model	Predicting Risk of Default of Firms: Network Contagion via Trade Credit
Climate	Climate risk and financial stability in the network of banks and investment funds
climate change	Structural and Semantic Impact of Online Collective Action Double-edged sword narrative networks in climate change discourse on Reddit
climate spread	A climate risk assessment of sovereign bonds
climate stress-test	A climate risk assessment of sovereign bonds
climate transition risk	A climate risk assessment of sovereign bonds
clustering	Random walks on hypergraphs Communities in Data Evolutionary Adaptations on Clustered Contact Networks
Clustering Algorithm	Percolation and Paths in Novel Spacetime Random Geometric Graphs
co-editing networks	Using Temporal Co-Editing Networks to Understand Code-Ownership and Productivity in Software Teams
co-expression networks	Colon cancer microbiome co-expression networks.
co-occurence networks	What do co-occurrence networks actually tell us?
co-occurrences networks	Diachronic analysis of co-occurrences networks: a case study on Staribacher diaries and Austrian politics
Co-occurrences of species	Inferring higher-order co-occurrence patterns and simplicial complexes from presence/absence data
Coauthorship Network	Edge Betweenness Centrality Distributions of Hypergraphs
Coauthorship networks	A network perspective on academic impact
Coauthorship Relation	Evolution of Coauthorship Networks In View of Simplicial Complex
cociting-network	The story behind the authorship: Citation-based contribution allocation in science
cognitive	How biases in urban mental representation affects human navigation
Cohesion	Multilevel Structural Evaluation of Signed Directed Social Networks Communities in Data
cold start problem	Thematic recommendations on knowledge graphs using multilayer networks
Collaboration	Interdisciplinary Collaboration at the SFI Complex Systems Summer School
Collaboration Network	Citations driven by social connections? A multi-layer representation of co-authorship networks
collaboration networks	Detecting the explosion of Artificial Intelligence research The Life and Death of Echo-chambers in Scientific Networks Using Temporal Co-Editing Networks to Understand Code-Ownership and Productivity in Software Teams
collective action	Structural and Semantic Impact of Online Collective Action
Collective Attention	Citations driven by social connections? A multi-layer representation of co-authorship networks
Collective behavior	Collective phenomena in socio-technical systems: social bursts, manipulation and infodemics Identification of Similarities and Differences Between User Actions in an Online Game: The Case of Fantasy Premier League
Collective dynamics	Modelling opinion dynamics of an adaptive robot swarm
collective human behavior	Statistical models of social interaction
Collective identities	An operational definition of collective identities in digital interaction networks. Theory and application
collective inference	Quantifying Biases in Attribute Inference on Social Networks
collective information processing	Individual and collective encoding of risk in animal groups
collective intelligence	Quantifying synergy in scientific collaboration
Collective learning	Latest Developments in Graph Representation Learning
Collective Memory	Opinion dynamics with emergent collective memory: a society shaped by its own past.
collective phenomena	Collective phenomena in socio-technical systems: social bursts, manipulation and infodemics
Combinatorics	Enumerating Small Multiplex Graphs
common-pool resources	Adapting extraction strategies in networks of bistable common-pool resources: intensity versus allocation
Communication channel selection	Selection of communication channels and the related sampling bias for mapping out the network of social interactions
communication network	Addressing pecularities of the letter correspondence network of the European Reformation Modeling social context improves role detection in Enron communication network
communication networks	Locating differences in the implicit semantic networks of biomedical research Link-centric analysis of variation by demographics in mobile phone communication patterns
Community detection	Generalized Markov Stability of network communities Spectral Clustering for Directed Networks The multilayer community structure of medulloblastoma Latent Poisson models for networks with heterogeneous density Mapping flows in bipartite networks Flow stability for community detection in non-stationary temporal networks Attacking Embeddings to Counter Community Detection Blind Identification of Stochastic Block Models from Dynamical Observations Community detection in spatial bipartite networks with metadata Statistically significant assortative community detection Detecting mesoscale structures by surprise The contagion of ideas: inferring the political orientations of Twitter accounts from their connections Auto-information maximization in non-Markovian systems. Detectability of Macroscopic Structures in Directed Networks: a Stochastic Block Model Approach Community Detection in Weighted Directed Networks using Voronoi Partitioning Bayesian inference of weighted graphs Community detection with node attributes in multilayer networks Hierarchical community structure in networks Does aggregation preserve communities?
community detection framework	CDlib: a Python Library to Extract, Compare and Evaluate Communities from Complex Networks
community discovery library	CDlib: a Python Library to Extract, Compare and Evaluate Communities from Complex Networks
community structure	Interplay between k-core and community structure in networks A framework for the construction of generative models for mesoscale structure in multilayer networks Latent geometry and dynamics of human proximity networks Communities in Data Communities and rich clubs in the international environmental cooperation network Voter Models on the Two-Community Stochastic Block Model Influential Spreaders in Modular Networks Localization of hubs in complex networks with overlapping modular structure Multiobjective optimization of large-scale network structures Distributed inference of multi-dimensional, homophilous communities for behavior prediction
companies	Capturing the trend in the IT industry via network analysis of company descriptions
comparing methods	Comparing Graph Embedding Algorithms Based on their primary Choices
compartmental modeling	Using Facebook Colocation Maps to Measure Social Distancing and Parametrize Models of Disease Spread
competition	Structured interactions in competitive ecological systems Competition of low and high quality information in online social media
complementarity	Cross-Geometric Framework for Complementarity-Driven Networks
complex contagion	Individual and collective encoding of risk in animal groups Influence maximization in simplicial contagion Deep learning of stochastic contagion dynamics on complex networks
complex network	A functional connectivity generative model based on variational autoencoder The interrelationship of knowledge structure across language groups in communal dataset
Complex Network Reconstruction	Measuring network features under uncertainty
Complex networks	Breaking of ensemble equivalence in networks A faster horse on a safer trail: generalized inference for the efficient reconstruction of weighted networks Amplitude death and restoration in networks of oscillators with random-walk diffusion Exploring the interplay between brain and mind in Alzheimer's disease Understanding the temporal pattern of spreading in heterogeneous networks: The theory of the mean infection time Inhibitory layer leading to Explosive Synchronization in Multiplex Networks Bitcoin Transaction Networks: an overview of recent results Dynamics of Janus Oscillators and Reductions on Complex Networks Representing and visualizing the narrative of texts as complex networks Analysis of Metaheuristics with Network Science Impact of the distribution of recovery rates on disease spreading in complex networks Community Detection in Weighted Directed Networks using Voronoi Partitioning The Brazilian Chamber of Deputies as a complex network Modeling bursts in the evolution of author citations Degree-Ordered Percolation on complex networks A complex networks analysis of water: Describing network dependence over temperature change
Complex Systems	Heterogeneous Scaling of Research Institutions Directionality reduces the impact of epidemics in multilayer networks Uncovering complex characteristics of earthquake time series using complex network analysis Dynamics of Janus Oscillators and Reductions on Complex Networks The impact of network reciprocity on the resilience of complex systems Antagonistic sparse complex systems show oscillatory dynamics
Complexity	Global urbanization and economic complexity
Complexity in art	Information-theoretic dissection of painting reveals the evolution of composition of landscape painting and super communities of painters and style periods
compositionality	The Impact of Composition on the Dynamics of Autocatalytic Sets
Computational Biology	A systematic evaluation of stopping criteria for network-based disease gene prediction algorithms
computational hardness	Optimal Intervention in Economic Networks using Influence Maximization Methods
computational linguistics	Locating differences in the implicit semantic networks of biomedical research
computational musicology	Topology of Networks in Generalized Musical Spaces
computational social science	Alliance structure between UN Security Council members from debates Gender diversity in collaboration networks and the online popularity of scientists Multichannel Social Signatures and Persistent Features of Ego Networks
computer vision	Discovering wiring patterns of neural networks via backboning
Concentration	Spectral clustering of signed networks in moderately dense and sparse regimes
concentration inequalities	Blind Identification of Stochastic Block Models from Dynamical Observations
condensation in networks	Time translation symmetry breaking explains condensations in preferential attachment models
Configuration	Thermodynamics disentangles conflicting notions of nestedness in ecological networks
conflict	Emergent regularities and scaling in armed conflict data
connected components	Random graphs with fixed local constrains
connectome	Deriving pairwise transfer entropy from network structure and motifs Brain communication is shaped by cortical hierarchies
connectomes	Unbiased selection of brain network features with nullspace sampling
consensus	Multi-body Interactions and Non-Linear Consensus Dynamics on Networked Systems
Constrained entropy maximization	A faster horse on a safer trail: generalized inference for the efficient reconstruction of weighted networks
constraints	Unbiased selection of brain network features with nullspace sampling
contact networks	Contact network models matching the dynamics of the COVID-19 spreading
contact process on network	Controlling systemic risk
contact processes	Inferring default cascades in financial systems
contact trace	Agent-based simulation of COVID19 infection cluster and its deterrence with contact trace
contact-tracing	Evaluating the impact of digital contact tracing and household isolation on the COVID19 epidemic
contagion	Unstable by Design? Taming Systemic Risk in Endogenous Financial Networks Climate risk and financial stability in the network of banks and investment funds Improving the efficiency of stochastic immunization via targeted network discovery Predicting Risk of Default of Firms: Network Contagion via Trade Credit
containment strategies	Evaluation of the pontential incidence of COVID-19 and effectiveness of containment measures in Spain: a data-driven approach
Context-specific network measures	Modeling social context improves role detection in Enron communication network
Continuous-Time network	Representing social temporal networks
continuous-time random walk	Continuous Time Random Walk with correlated waiting times. The crucial role of inter-trade times in volatility clustering
continuum limit	Random walks on dense graphs and graphons
contribution allocating	The story behind the authorship: Citation-based contribution allocation in science
control	Optimizing self-protective behaviors and confinement in epidemic models on temporal networks Indirect Targeting in Networks Hierarchical and control properties of ageing related methylation networks
Control and analysis of networks	How Complex is a Complex Dynamical Network?
Control centrality	A step-wise criterion to determine target control centrality in the aging brain network
control of complex networks	Greedy control of cascading failures in interconnected networks
Convex Optimization	Targeted Pandemic Containment Through Identifying Local Contact Network Bottlenecks
coordinated accounts	Uncovering Coordinated Networks on Social Media
Coordination	Analysis of single-cell RNA-seq data unveils a general stochastic transcriptional attribute of aging
coordination networks	Using Temporal Co-Editing Networks to Understand Code-Ownership and Productivity in Software Teams
Core-periphery	Lightning Network: a second path towards centralisation of the Bitcoin economy Variance and covariance of distributions on networks
corporate structure	Revealing Organizational Structures by Studying Activity Patterns in Social Networks
correlated inter-event times	Continuous Time Random Walk with correlated waiting times. The crucial role of inter-trade times in volatility clustering
correlation	What do co-occurrence networks actually tell us?
correlations	Quantifying spatial heterogeneity through random walks on graphs with coloured nodes Optimal percolation in correlated multiplex networks with overlap
Counterparty risk	The systemic dimension of counterparty risk
country competitiveness	"The other side of the moon": What do we know about products' complexity?
covariance	Covariance matrix filtering with bootstrapped hierarchies
Covid Prediction	COVID-19 Outbreak Week-by-Week Prediction
COVID-19	Cascading failure in economic networks: The case of COVID-19 Voluntary mobility and distancing measures decrease the spread of SARS-CoV2 in Mexico City Targeted Pandemic Containment Through Identifying Local Contact Network Bottlenecks Epidemic-driven conflict and conflict-driven epidemics Social mobilization impeded by political polarization Impact of intervention measures on COVID-19 epidemic in Belgium Evaluating the impact of digital contact tracing and household isolation on the COVID19 epidemic Impact of lockdown on COVID-19 epidemic in Île-de-France and possible exit strategies The landscape of the COVID-19 research: A neural embedding approach The economic effect of the restriction by Japanese government under COVID-19 Assessing the risks of “infodemics” in response to COVID-19 epidemics Impact of False Reporting Attacks in Privacy-preserving Contact Tracing Socioeconomic factors and risk aversion explain regional heterogeneity in mobility reductions during COVID-19 epidemic in France under lockdown Biased Random Walks as Protection Effects on Network Epidemics Interrupting Disease Transmission in Healthcare Networks Using Higher-Order Models: A Case Study for Nosocomial COVID-19 and Anti-microbial Resistance Evaluation of the pontential incidence of COVID-19 and effectiveness of containment measures in Spain: a data-driven approach Contact network models matching the dynamics of the COVID-19 spreading Evolution of Misinformation, Polarization, and Engagement in YouTube Social Networks: A Case Study of Public Health Interventions for COVID-19 COVID-19 in Iran Hospital Network Structure and Performance: How can better patient routing networks improve efficiency and reduce opportunities for COVID-19 transmission? Agent-based simulation of COVID19 infection cluster and its deterrence with contact trace A simple network model of COVID-19 spread in the presence of social distancing Using Facebook Colocation Maps to Measure Social Distancing and Parametrize Models of Disease Spread COVID-19 Outbreak Week-by-Week Prediction Network Time Series Analysis with an Application to COVID-19 Reproduction Numbers The toilet paper issue during the COVID-19 crisis
credit card fraud	Network Representation Learning for Credit Card Fraud Detection
Credit Default Swaps	The systemic dimension of counterparty risk
Credit Valuation Adjustment	The systemic dimension of counterparty risk
Criminal Networks	Percolation framework reveals privacy limits in Blockchain transactions, dark web, and conspiracy networks Assessing police topological efficiency in a major sting operation on the dark web
Critical behavior	Impact of the distribution of recovery rates on disease spreading in complex networks
cross-domain classification	Detection of Novel Social Bots in Twitter
Crowdfunding	Inferring Irrational Lending Behaviour from Implicit Herding Networks
Cryptocurrencies	Financial micro-blog network impact on cryptocurrency returns
cryptocurrency	Dru: Analysing Blockchain as a Complex Network
Cultural capital	The Effects of Cultural and Economic Motivations on Social Structure: A Network Agent-based Model
cultural data	Network analysis and social sequence analysis. A methodological integration.
Cultural diffusion	Hunter-gatherer multilevel sociality accelerates cumulative cultural evolution
Cultural identity	Maintaining cultural identity: evidence from migrants on Twitter
Cultural network analysis	Information-theoretic dissection of painting reveals the evolution of composition of landscape painting and super communities of painters and style periods
Cumulative culture	Hunter-gatherer multilevel sociality accelerates cumulative cultural evolution
Curvature	Determining Geometric Priors for Representation Learning on Networks
Cyber-security	Impact of False Reporting Attacks in Privacy-preserving Contact Tracing
Cyber-Threats	The spreading of computer viruses on time-varying networks
Cycle	A Unified Framework for Spreading Dynamics on Temporal Networks
Cycle bases	Evaluating path diversity from the cycle bases
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Data	A Unified Framework for Spreading Dynamics on Temporal Networks
Data aggregability	Does aggregation preserve communities?
data integration	Multiscale Landscape of Molecular Connectivity To Predict Novel Disease Gene Association and Associated Phenotypes
data mining	gps2net - An Open Source Package to Extract Network Paths from GPS Log Data
data quality	Probabilistic epidemic forecasting using probability generating functions, and its robustness to data quality, error, biases and noise.
data science	Distinguishing and Controlling Cell Phenotype Using Gene Expression Information-theoretic dissection of painting reveals the evolution of composition of landscape painting and super communities of painters and style periods
data visualization framework	The twitter explorer: A framework for observing Twitter through interactive networks
DeBruijn graphs	Frequency of Significant Sequential Motif Structures Reveal Patterns in Pathway Data
DebtRank	Systemic Risk Underestimation in Reconstructed Networks
debunking strategies	Fact-checking strategies to limit misinformation spreading in a segregated network
Decision-Making	Inferring Irrational Lending Behaviour from Implicit Herding Networks
Deep learning	Deep learning of stochastic contagion dynamics on complex networks Latest Developments in Graph Representation Learning Discovering wiring patterns of neural networks via backboning
deep neural network	Discovering wiring patterns of neural networks via backboning Innate representation of quantities in neural networks
deep web	Assessing police topological efficiency in a major sting operation on the dark web
degeneracy distribution	Complex distributions emerging in filtering of patterns on networks
degree difference	Simple as Degree Difference: Understanding structural heterogeneity in mixing patterns
Degree distribution	Are degree distributions in complex networks observable? Scale-Free Networks Revealed from Finite-Size Scaling Identifying time dependence in network growth
degree sequence	Fast Graphic Approximation of Very Large Integer Sequences
Demography	Maintaining cultural identity: evidence from migrants on Twitter
Depression	Network Analysis of associations between clinical variables and psychological symptoms in Testing and Identifying Targets in Rheumatoid Arthritis Therapy – UltraSound Study (TITRATE-US) dataset
design research	Semantically-organized networks for the visualization of short texts
Detectability Limits	Detectability of Macroscopic Structures in Directed Networks: a Stochastic Block Model Approach
Developing countries	A mobile phone network analysis of the socio-economic impact of rural electrification in Senegal
diachronic evolution of communities	Diachronic analysis of co-occurrences networks: a case study on Staribacher diaries and Austrian politics
diffusion	Diffusion on Directed Multiplex Networks with Asymmetric Coupling Multi-body Interactions and Non-Linear Consensus Dynamics on Networked Systems Dynamical processes and stability analysis in hypergraphs Understanding and Modeling Cognitive Mechanisms in Social Diffusion
diffusion predictability	Will it spread? Quantifying the predictability of new product diffusion in social networks
Diffusion processes	Anderson-like localization in real-world non-normal networks
Diffusion Source	Arrow of Time: Learning Diffusion Source with Graph Neural Networks
Digital Art history	Information-theoretic dissection of painting reveals the evolution of composition of landscape painting and super communities of painters and style periods
digital arts and humanities	Topology of Networks in Generalized Musical Spaces
Digital Governance	Effectiveness of dismantling strategies on moderated vs. un-moderated online social platforms
digital humanities	Diachronic analysis of co-occurrences networks: a case study on Staribacher diaries and Austrian politics
Digital humanity	Learning a Social Network from Text Data
Dimension-reduction	A threefold approach for reducing the dimension of dynamics on networks: An application to synchronization Stochastic dimensional reduction on large biological neural networks
Directed Acyclic Graph	Percolation and Paths in Novel Spacetime Random Geometric Graphs
directed graphs	Statistical manifold embedding of directed graphs
Directed Networks	Spectral Clustering for Directed Networks Detectability of Macroscopic Structures in Directed Networks: a Stochastic Block Model Approach
Directed Percolation	Percolation and Paths in Novel Spacetime Random Geometric Graphs
disaster	Information spreading about radiation on social media after the Fukushima Daiichi nuclear power plant accident
Discourse dynamics	Double-edged sword narrative networks in climate change discourse on Reddit
discrete choice models	Emergence of Hierarchy in Networked Endorsement Dynamics Scaling choice models of relational social data
disease ecology	Non-neutral theory of competing SIS processes on temporal networks
Disease path network	Network approach for identifying most common path of cardiovascular disease history
disease spread	A new approach for modeling antigenically variable pathogen spread over complex networks
Disease Spreading	The Effect of Uncertainty to Epidemic Behaviour in Cattle Trade A Case Study From Brazil Directionality reduces the impact of epidemics in multilayer networks
Disease Transmission	Interrupting Disease Transmission in Healthcare Networks Using Higher-Order Models: A Case Study for Nosocomial COVID-19 and Anti-microbial Resistance Network-based signal detection to identify emerging foodborne disease outbreaks
Disease-Behavior Dynamics	Biased Random Walks as Protection Effects on Network Epidemics
disinformation	Collective phenomena in socio-technical systems: social bursts, manipulation and infodemics Investigating Italian disinformation spreading on Twitter in the context of 2019 European elections
Distributed Inference	Distributed inference of multi-dimensional, homophilous communities for behavior prediction
distrust	Validation of opinion dynamics theory including both trust and distrust by polarity analysis of measured data of video comments
Diversification	Knowledge and Social Relatedness Shape Research Portfolio Diversification
Divisiveness	Multilevel Structural Evaluation of Signed Directed Social Networks
Dominance	Dominance Hierarchy in the Network of Hockey Fighters
Driven	A Unified Framework for Spreading Dynamics on Temporal Networks
Drug interactions	The Cellular Arithmetics of Combinatorial Perturbations
Drug perturbations	The Cellular Arithmetics of Combinatorial Perturbations
Dunbar number	Online division of labour: emergent structures in Open Source Software
Dynamic graph models	Simulating the emergence of hierarchy in faculty hiring networks
Dynamic Message Passing	Scalable Learning of Spreading Models on Networks
dynamic model	The evolution of multilinks in a research innovation multiplex network
Dynamic networks	Preferential Interaction and the Emergence of Spite: Endogenous Correlation on an Evolving Network Prediction of aging-related genes from a dynamic biological network Identifiability of underlying discussion networks using multidimensional Hawkes process
dynamical backbone	Traffic congestion reflects deviation of network dynamical backbones from design
dynamical processes	Explain collective discovery processes via the adjacent possible exploration Dynamical processes and stability analysis in hypergraphs
Dynamical systems	Amplitude death and restoration in networks of oscillators with random-walk diffusion Dynamics of Janus Oscillators and Reductions on Complex Networks A threefold approach for reducing the dimension of dynamics on networks: An application to synchronization Auto-information maximization in non-Markovian systems.
dynamical systems on networks	Synchronization dynamics on non-normal networks
dynamics	Relating Structural and Dynamical Properties of Reaction Networks Indirect Targeting in Networks Enhancing transport properties in interconnected systems without altering their structure Population model approximations of epidemic dynamics on networks
dynamics of networks	Emergence of Hierarchy in Networked Endorsement Dynamics
dynamics on networks	Dynamics imposes limits on detectability of network structures Stress testing real-world holdings networks: correlated investments and the effects of rebalancing Deep learning of stochastic contagion dynamics on complex networks Blind Identification of Stochastic Block Models from Dynamical Observations A motif-based approach to processes on networks: Process motifs for the differential entropy of the Ornstein-Uhlenbeck process
E
Earthquake time series	Uncovering complex characteristics of earthquake time series using complex network analysis
Echo chambers	Double-edged sword narrative networks in climate change discourse on Reddit
echo-chambers	Modeling echo chambers and polarization dynamics in social networks
Ecological	Thermodynamics disentangles conflicting notions of nestedness in ecological networks
ecological networks	Variability of an ecological multilayer network across spatiotemporal environmental gradients Absence of a resolution limit in in-block nestedness Structured interactions in competitive ecological systems
ecological systems	Functional relationships between generalized positive feedback loops determine the number of attractors in plant-pollinator interaction networks
ecology	Indirect Targeting in Networks
econometrics	Technological interdependencies predict innovation dynamics The Topology of International Trade: comparing Network-based and Econometric approaches.
Economic and financial networks	A faster horse on a safer trail: generalized inference for the efficient reconstruction of weighted networks
Economic choice	The Effects of Cultural and Economic Motivations on Social Structure: A Network Agent-based Model
economic complexity	Universal resilience patterns in labor markets "The other side of the moon": What do we know about products' complexity?
economic networks	Optimal Intervention in Economic Networks using Influence Maximization Methods
Economics	The Scientific Development of Nations
Economy	The economic effect of the restriction by Japanese government under COVID-19 Ethereum Blockchain: A Network Perspective
Edges' PageRank	On Hashimoto non-backtracking matrix, edges’ PageRank and multilayer networks
efficiency	Disentangling activity-aware human flows reveals the hidden functional organization of urban systems
ego networks	Organic and False Amplifier Network in Online Social Media.
Ego-network	Multichannel Social Signatures and Persistent Features of Ego Networks
Eigenvalues and eigenvectors	Node Immunization with Non-backtracking Eigenvalues
embedding	Cross-Geometric Framework for Complementarity-Driven Networks
empirical networks	Interplay between k-core and community structure in networks
energy barrier	Graceful navigation out of metastable states by humans in a coordination game
Enron	Modeling social context improves role detection in Enron communication network
Ensemble non-equivalence	Breaking of ensemble equivalence in networks
Entanglement routing	Entanglement generation in a quantum network at distance-independent rates
entorhinal cortex	Dynamic core periphery structure of information sharing networks in the entorhinal cortex and hippocampus
entropy	Can a neural network learn arrow of time only from observed data?
entropy based null models	The role of bot squads in the political propaganda on Twitter
Enumeration	Enumerating Small Multiplex Graphs
Environmental changes	The role of environmental changes in temporal networks
environmental gradients	Variability of an ecological multilayer network across spatiotemporal environmental gradients
Epidemic	Epidemic-driven conflict and conflict-driven epidemics A Unified Framework for Spreading Dynamics on Temporal Networks
Epidemic Behaviour	The Effect of Uncertainty to Epidemic Behaviour in Cattle Trade A Case Study From Brazil
Epidemic model	Optimizing self-protective behaviors and confinement in epidemic models on temporal networks Systemic liquidity contagion in the European interbank market
epidemic processes	Dynamics-aware node embedding for temporal networks
epidemic source inference	Network-based signal detection to identify emerging foodborne disease outbreaks
Epidemic spread	On the generalisability of within household contact networks and impact on epidemic spread
Epidemic spreading	Impact of False Reporting Attacks in Privacy-preserving Contact Tracing Evaluating the impact of Pre-Exposure Prophylaxis on HIV and gonorrhea on a networked population of female sex workers Non-neutral theory of competing SIS processes on temporal networks Impact of temporal scales and recurrent mobility patterns on the unfolding of epidemics Spatial immunization: a temporal network approach to counteract epidemic outbreaks in airports Data-driven contact structures: from homogeneous mixing to multilayer networks Understanding the temporal pattern of spreading in heterogeneous networks: The theory of the mean infection time Contact network models matching the dynamics of the COVID-19 spreading Human prophylaxis driven by risk can cause oscillations in direct contact transmitted diseases Impact of the distribution of recovery rates on disease spreading in complex networks Influential Spreaders in Modular Networks Epidemic spreading with awareness and different time scales in multiplex networks Degree-Ordered Percolation on complex networks
Epidemic threshold	Optimizing self-protective behaviors and confinement in epidemic models on temporal networks Classification of link-breaking and link-creation updating rules in SIS epidemics on adaptive networks Node Immunization with Non-backtracking Eigenvalues
Epidemics	Sick-leave strategies and quarantines in epidemic spreading: a general formalism for adaptive activity-driven networks Evolution and Emergence of Spreading Processes in Complex Networks Spatial immunization: a temporal network approach to counteract epidemic outbreaks in airports Cumulative Merging Percolation and the epidemic transition of the Susceptible-Infected-Susceptible model in networks Prediction of Epidemic Outbreaks for General Group-Based Epidemic Models Network Time Series Analysis with an Application to COVID-19 Reproduction Numbers Probabilistic epidemic forecasting using probability generating functions, and its robustness to data quality, error, biases and noise. Population model approximations of epidemic dynamics on networks Evolutionary Adaptations on Clustered Contact Networks
Epidemiology	Interrupting Disease Transmission in Healthcare Networks Using Higher-Order Models: A Case Study for Nosocomial COVID-19 and Anti-microbial Resistance Classification of link-breaking and link-creation updating rules in SIS epidemics on adaptive networks
Epsilon drawups	The systemic dimension of counterparty risk
equation-free control	Distinguishing and Controlling Cell Phenotype Using Gene Expression
Equity & Diversity	Using network science to understand student pathways in and through STEM education.
escape from fraughtness	Graceful navigation out of metastable states by humans in a coordination game
estimation errors	Quantifying Biases in Attribute Inference on Social Networks
European Interbank market	Systemic liquidity contagion in the European interbank market
European Reformation	Addressing pecularities of the letter correspondence network of the European Reformation
evaluation	Thematic recommendations on knowledge graphs using multilayer networks
Evolution	Evolution and Emergence of Spreading Processes in Complex Networks Ensemble of Gene Regulatory Networks Derived from Population Genetics Evolutionary Adaptations on Clustered Contact Networks
evolution networks	Evolution of the knowledge flows among fields in modern physics
evolutionary game theory	Adapting extraction strategies in networks of bistable common-pool resources: intensity versus allocation A novel framework to capture the coevolution of opinions and decisions in complex networks Understanding and Modeling Cognitive Mechanisms in Social Diffusion
exit strategies	Impact of lockdown on COVID-19 epidemic in Île-de-France and possible exit strategies
Exit time	Voter Models on the Two-Community Stochastic Block Model
Expected Influence	Network Analysis of associations between clinical variables and psychological symptoms in Testing and Identifying Targets in Rheumatoid Arthritis Therapy – UltraSound Study (TITRATE-US) dataset
experimental results	Understanding and Modeling Cognitive Mechanisms in Social Diffusion
explosive phenomena	Understanding and Modeling Cognitive Mechanisms in Social Diffusion
Explosive synchronization	Collective dynamics of random Janus oscillator networks Inhibitory layer leading to Explosive Synchronization in Multiplex Networks
Exponential random graph	Revealing the entropic character of nestedness
Exponential random graph model	On the generalisability of within household contact networks and impact on epidemic spread
exports	"The other side of the moon": What do we know about products' complexity?
external equitable partitions	Hierarchical community structure in networks
External Information	Opinion dynamics with emergent collective memory: a society shaped by its own past.
F
face-to-face interaction networks	Latent geometry and dynamics of human proximity networks
fact-checking	Fact-checking strategies to limit misinformation spreading in a segregated network
faculty hiring	Emergence of Hierarchy in Networked Endorsement Dynamics
fairness	Quantifying Biases in Attribute Inference on Social Networks
Fake news	Assessing the risks of “infodemics” in response to COVID-19 epidemics
Fantasy sports	Identification of Similarities and Differences Between User Actions in an Online Game: The Case of Fantasy Premier League
fear	The toilet paper issue during the COVID-19 crisis
Featured networks	Joint embedding of network structure and node features via graph convolutional networks
feedback loops	Functional relationships between generalized positive feedback loops determine the number of attractors in plant-pollinator interaction networks
field experiment	Optimizing Social Influence Notification policy in Exercise: A Field Experiment
FiftyNifty	Social mobilization impeded by political polarization
filtering	Covariance matrix filtering with bootstrapped hierarchies
finance	Ethereum Blockchain: A Network Perspective Covariance matrix filtering with bootstrapped hierarchies
Financial contagion	Systemic liquidity contagion in the European interbank market
financial markets	Networked structure of market members and high frequency trading
Financial Networks	Unstable by Design? Taming Systemic Risk in Endogenous Financial Networks The systemic dimension of counterparty risk Spectral signals of topological collapse in financial networks Market structure evolution with network filtering approach
Financial regulation	The systemic dimension of counterparty risk
financial stability	A climate risk assessment of sovereign bonds Unstable by Design? Taming Systemic Risk in Endogenous Financial Networks The systemic dimension of counterparty risk
firm default prediction	Predicting Risk of Default of Firms: Network Contagion via Trade Credit
Fitness	Are degree distributions in complex networks observable? Global urbanization and economic complexity
fMRI	A functional connectivity generative model based on variational autoencoder
food supply network	Network-based signal detection to identify emerging foodborne disease outbreaks
forecasting	Technological interdependencies predict innovation dynamics Probabilistic epidemic forecasting using probability generating functions, and its robustness to data quality, error, biases and noise.
fraud analytics	Network Representation Learning for Credit Card Fraud Detection
fraught states	Graceful navigation out of metastable states by humans in a coordination game
friendship network	Epidemic-driven conflict and conflict-driven epidemics Social mobilization impeded by political polarization
Functional Annotation	Utilizing complex networks with error bars
functional network motifs	A motif-based approach to processes on networks: Process motifs for the differential entropy of the Ornstein-Uhlenbeck process
functional reduction	Enhancing transport properties in interconnected systems without altering their structure
Funds	Climate risk and financial stability in the network of banks and investment funds
G
Game Theory	Preferential Interaction and the Emergence of Spite: Endogenous Correlation on an Evolving Network
Game-Theoretical Brain Mapping	Causal Brain Mapping of Artificial Neural Networks by Game Theory: A Case for in-silico Multi-Perturbation Experiments
Gaussian Graphical Model	Examining the feasibility of using the Gaussian Graphical Model to model the relationships between neurocognitive variables in Alzheimer’s disease
gender	Comparing gender mixing preferences across networks
Gender Gap	Gender differences in work-related mobility in Colombia
gender inequality	Gender diversity in collaboration networks and the online popularity of scientists Beyond Fortune 500: Women in a Global Network of Directors
Gene co-expression network	Ribosome disruption in Luminal A breast cancer revealed by gene co-expression networks
Gene expression analysis	Functional module detection through integration of single-cell RNA sequencing data with protein--protein interaction networks
gene prioritisation	Multiscale Landscape of Molecular Connectivity To Predict Novel Disease Gene Association and Associated Phenotypes
Gene regulatory network	Ensemble of Gene Regulatory Networks Derived from Population Genetics
gene regulatory networks	Gene regulatory network remodeling in embryonic development trajectories
gene therapy	Homophily and Heterogeneity in the Cancerous Cell Line Network for Gene Therapy Improvements
generative model	Combining micro and macro generative models: Action-based stochastic block model A functional connectivity generative model based on variational autoencoder Community detection with node attributes in multilayer networks Distributed inference of multi-dimensional, homophilous communities for behavior prediction
Generative models	A framework for the construction of generative models for mesoscale structure in multilayer networks
generative models for networks	Random graphs with fixed local constrains
Generative network model	A generative model for urban firm networks
genomics	Homophily and Heterogeneity in the Cancerous Cell Line Network for Gene Therapy Improvements
Geo-social networks	The Social Roles of Cities in Mobility and Scientific Collaboration Networks
Geodesics	Percolation and Paths in Novel Spacetime Random Geometric Graphs
Geography of Science	The Scientific Development of Nations Unsupervised embeddings of organizations capture latent structure of scientific mobility
geometry	Genescape | An interdisciplinary approach to complex network visualization
global art world	Network analysis and social sequence analysis. A methodological integration.
Global cities	Global cities as catalysts for third-party scientific collaborations
Gonorrhea	Evaluating the impact of Pre-Exposure Prophylaxis on HIV and gonorrhea on a networked population of female sex workers
GPS log data	gps2net - An Open Source Package to Extract Network Paths from GPS Log Data
gps2net	gps2net - An Open Source Package to Extract Network Paths from GPS Log Data
graph attention	Network layout using neural networks
Graph construction	Constructing geometric graphs from features to aid classification tasks
Graph Convolutional Networks	Constructing geometric graphs from features to aid classification tasks
Graph Database	The Bitcoin Transaction Network as a Graph Database for Exploring and Mining
graph embedding	The landscape of the COVID-19 research: A neural embedding approach Unsupervised embeddings of organizations capture latent structure of scientific mobility Statistical manifold embedding of directed graphs Comparing Graph Embedding Algorithms Based on their primary Choices Persona2vec: A representations learning framework for network with pervasively overlapping communities
graph embeddings	Measuring research diversity with graph embeddings
Graph extraction	Extracting hidden network from interacting system with graph neural network
graph modeling	Fast Graphic Approximation of Very Large Integer Sequences
Graph neural networks	Deep learning of stochastic contagion dynamics on complex networks Latest Developments in Graph Representation Learning Arrow of Time: Learning Diffusion Source with Graph Neural Networks
Graph signal processing	Blind Identification of Stochastic Block Models from Dynamical Observations Variance and covariance of distributions on networks
Graph sparsification	Constructing geometric graphs from features to aid classification tasks
graphic approximation	Fast Graphic Approximation of Very Large Integer Sequences
Graphical models	Probabilistic models on networks with loops
graphical user interface	The twitter explorer: A framework for observing Twitter through interactive networks
Graphlet	Graphlet Evolution in Temporal Networks Enumerating Small Multiplex Graphs
Graphlets	Temporal Network Motifs: Models, Limitations, Evaluation
graphon	Random walks on dense graphs and graphons
Gravity Model	Unsupervised embeddings of organizations capture latent structure of scientific mobility
greedy routing	Model-free hidden geometry of complex networks
greedy routing score	Angular optimisation in the hyperbolic embedding of complex networks
group coordination	Graceful navigation out of metastable states by humans in a coordination game
group coordination experiment	Graceful navigation out of metastable states by humans in a coordination game
group dynamics	Multi-body Interactions and Non-Linear Consensus Dynamics on Networked Systems
Group Theory	Enumerating Small Multiplex Graphs
growing trees	Choosing among alternative histories of a tree
guard cell	Implementing attractor reversibility in a Boolean network model by encoding short-term memory into select edges
H
habit formation	Optimizing Social Influence Notification policy in Exercise: A Field Experiment
Hashimoto matrix	Spectral properties of the non-backtracking matrix in networks and its physical consequences On Hashimoto non-backtracking matrix, edges’ PageRank and multilayer networks
Hawkes process	Identifiability of underlying discussion networks using multidimensional Hawkes process
Health	Targeted Pandemic Containment Through Identifying Local Contact Network Bottlenecks
Herding	Inferring Irrational Lending Behaviour from Implicit Herding Networks
heterogeneity	A novel theoretical framework to account for heterogeneous infectious periods in an SIS epidemic model Quantifying spatial heterogeneity through random walks on graphs with coloured nodes
Heterogenous mean field	Inferring structural and functional information from neuronal patterns with quenched disorder
heuristics	Systematic comparison between methods for the detection of influential spreaders in complex networks
hidden geometry	Model-free hidden geometry of complex networks
hierarchical clustering	Burst-tree decomposition of time series reveals the structure of temporal correlations
hierarchies	Hierarchical community structure in networks
hierarchy	Simulating the emergence of hierarchy in faculty hiring networks Hierarchical organization of urban mobility and its connection with city livability Covariance matrix filtering with bootstrapped hierarchies Dominance Hierarchy in the Network of Hockey Fighters Hierarchical and control properties of ageing related methylation networks
high frequency trading	Networked structure of market members and high frequency trading
High order interaction	Graphlet Evolution in Temporal Networks
High-Content Screen	Understanding Chemical-Genetic Interactions: Morphological screen of combined perturbations
High-content screening	The Cellular Arithmetics of Combinatorial Perturbations
high-order interactions	Dynamical processes and stability analysis in hypergraphs
higher order networks	Frequency of Significant Sequential Motif Structures Reveal Patterns in Pathway Data
Higher order structures	Market structure evolution with network filtering approach
higher order systems	Influence maximization in simplicial contagion
Higher-order aggregate networks	The cell cycle as a temporal network of protein interactions
higher-order interactions	Structured interactions in competitive ecological systems
higher-order model	A Generative Multi-Order Model to Predict Variable-Length Paths in Networks AIC Based Model Selection for Generative Multi-Order Models of Paths in Networks
Higher-order models	Interrupting Disease Transmission in Healthcare Networks Using Higher-Order Models: A Case Study for Nosocomial COVID-19 and Anti-microbial Resistance Social Contagion models on hypergraphs
Higher-order network models	Bayesian Selection of Optimal Higher-Order Network Models Bayesian Classification of Paths using Multi-order Network Models
higher-order networks	Multi-body Interactions and Non-Linear Consensus Dynamics on Networked Systems Inferring higher-order co-occurrence patterns and simplicial complexes from presence/absence data
hippocampus	Dynamic core periphery structure of information sharing networks in the entorhinal cortex and hippocampus
Hiring networks	Simulating the emergence of hierarchy in faculty hiring networks
historical network	Addressing pecularities of the letter correspondence network of the European Reformation
history inference	Choosing among alternative histories of a tree
HIV	Evaluating the impact of Pre-Exposure Prophylaxis on HIV and gonorrhea on a networked population of female sex workers
Hockey	Dominance Hierarchy in the Network of Hockey Fighters
Homohphily process	Spatial Clustering in Vaccination Hesitancy: Influence or Homophily?
homophily	Forecasting Vaccine Refusal Rates by Modeling Social Contagion Cumulative effects of triadic closure and homophily in social networks When do ranking algorithms reinforce, replicate, or weaken inequalities in directed social networks? Distributed inference of multi-dimensional, homophilous communities for behavior prediction Modeling social context improves role detection in Enron communication network
hospital efficiency	Hospital Network Structure and Performance: How can better patient routing networks improve efficiency and reduce opportunities for COVID-19 transmission?
hospitals	Hospital Network Structure and Performance: How can better patient routing networks improve efficiency and reduce opportunities for COVID-19 transmission?
Household network	On the generalisability of within household contact networks and impact on epidemic spread
Hubs	Localization of hubs in complex networks with overlapping modular structure
Human Behaviour	Evaluating the impact of Pre-Exposure Prophylaxis on HIV and gonorrhea on a networked population of female sex workers Predicting human-mediated dispersal using traits and visitation networks Human prophylaxis driven by risk can cause oscillations in direct contact transmitted diseases
Human communication	Going beyond communication intensity for estimating tie strengths in social networks
Human interactome	The Cellular Arithmetics of Combinatorial Perturbations
human mobility	Mobility definition and resolution needed to inform predictive epidemic models for spatial transmission from mobile phone data Socioeconomic factors and risk aversion explain regional heterogeneity in mobility reductions during COVID-19 epidemic in France under lockdown Patterns of social connections in urban space Impact of temporal scales and recurrent mobility patterns on the unfolding of epidemics Disentangling activity-aware human flows reveals the hidden functional organization of urban systems Gender differences in work-related mobility in Colombia
human proximity networks	Latent geometry and dynamics of human proximity networks
Human Social Behavior	Spatial Clustering in Vaccination Hesitancy: Influence or Homophily?
human-subject experiment	Background Diversity and Network Structure in Collective Design and Innovation: Perspectives with Online Social Network Experiments
humanitarian mapping	Using Facebook Colocation Maps to Measure Social Distancing and Parametrize Models of Disease Spread
Hunter-gatherers	Hunter-gatherer multilevel sociality accelerates cumulative cultural evolution
hydrogen bonds	A complex networks analysis of water: Describing network dependence over temperature change
hyperbolic embedding	Angular optimisation in the hyperbolic embedding of complex networks
Hyperbolic Embeddings	Determining Geometric Priors for Representation Learning on Networks
hyperconnectivity	Mood Radicalization in Hyperconnected Social Networks
Hypergeometric ensembles	Global cities as catalysts for third-party scientific collaborations
Hypergraph	Edge Betweenness Centrality Distributions of Hypergraphs
hypergraphs	Dynamical processes and stability analysis in hypergraphs Social Contagion models on hypergraphs Random walks on hypergraphs
Hypothesis testing	Bayesian Selection of Optimal Higher-Order Network Models
I
IBD	IBDomics: network analysis of inflammatory bowel disease reveals novel monogenic causes of intestinal inflammation
Immigration	Immigration in the Italian public debate: dynamics of interaction on social media
impact of the nation	China's research works are locally rich cited but globally underrepresented Science knows no country but citations do: the emergence of East and West in contemporary science
in-block nestedness	Macro- and mesoscale pattern interdependencies in complex networks Absence of a resolution limit in in-block nestedness
Independence	Relationship between ideology and language in the Catalan independence context
Independent Cascade Model	Scalable Learning of Spreading Models on Networks Sequential Seeding in Multilayer Networks
inductive representation learning	Network Representation Learning for Credit Card Fraud Detection
Industrial clusters	Network of Job Movements Within and Between Industrial Sectors
industrial network	Cascading failure in economic networks: The case of COVID-19
inequalities	When do ranking algorithms reinforce, replicate, or weaken inequalities in directed social networks?
Inequality	Simulating the emergence of hierarchy in faculty hiring networks Lightning Network: a second path towards centralisation of the Bitcoin economy
infection cluster	Agent-based simulation of COVID19 infection cluster and its deterrence with contact trace
Infectious disease	Impact of intervention measures on COVID-19 epidemic in Belgium
infectious disease modeling	A novel theoretical framework to account for heterogeneous infectious periods in an SIS epidemic model
infectious diseases	Structure and influence of disease discourse on Twitter
infectious period	A novel theoretical framework to account for heterogeneous infectious periods in an SIS epidemic model
inference	Efficient and fully Bayesian inference of complex networks from noisy data Combinatorial approach to SI and SIR spreading processes
inference methods	Dynamics imposes limits on detectability of network structures
inference on networks	Inferring default cascades in financial systems
influence	Influence maximization in simplicial contagion Statistical models of social interaction
influence maximization	Influencing the dynamics of correlated opinions in the voter model on multiplex networks Systematic comparison between methods for the detection of influential spreaders in complex networks
influence maximization problem	Optimal Intervention in Economic Networks using Influence Maximization Methods
influence network	The science of sharing and the sharing of science: Diffusion of scientific articles across online platforms
Influence process	Spatial Clustering in Vaccination Hesitancy: Influence or Homophily?
influential spreaders	Systematic comparison between methods for the detection of influential spreaders in complex networks
Infodemics	Assessing the risks of “infodemics” in response to COVID-19 epidemics Collective phenomena in socio-technical systems: social bursts, manipulation and infodemics
information	Enhancing transport properties in interconnected systems without altering their structure
Information Cascades	Limits of Microscopic Simulations for Modeling Information Cascades
information diffusion	The science of sharing and the sharing of science: Diffusion of scientific articles across online platforms Forecasting Vaccine Refusal Rates by Modeling Social Contagion Topical Alignment-based Meme Diffusion in Twitter Competition of low and high quality information in online social media
information polarization	Fact-checking strategies to limit misinformation spreading in a segregated network
Information propagation	The spatio-temporal propagation of signals in complex networks Universality in network dynamics
information propoagation	Dynamic patterns of information flow in complex networks
information spreading	Information spreading about radiation on social media after the Fukushima Daiichi nuclear power plant accident
information theory	Deriving pairwise transfer entropy from network structure and motifs Dynamic core periphery structure of information sharing networks in the entorhinal cortex and hippocampus Information-theoretic dissection of painting reveals the evolution of composition of landscape painting and super communities of painters and style periods How predictable are novel technological combinations?
Information transmission over networks	Network Non-Normality Benefits Communication in Noisy Environments
Information/knowledge propagation	Which cited papers are more important to a manuscript? Analysis of citation patterns in open access manuscripts
Inhibition	Inhibitory layer leading to Explosive Synchronization in Multiplex Networks
innovation	Technological interdependencies predict innovation dynamics The role of geography in the complex diffusion of innovations Knowledge and Social Relatedness Shape Research Portfolio Diversification
innovation and exploration processes	Explain collective discovery processes via the adjacent possible exploration
innovation diffusion	Peer Effects and Regional Characteristics in the Adoption of a 21-gene Recurrence Score Genomic Test
innovative firms	To bridge or not to bridge, that is the question for innovative performance
Institution Dynamics	Heterogeneous Scaling of Research Institutions
intangible assets	Business category network analysis for capturing the value of intangibles
Integer programming	Analyzing clusterability in signed networks of political collaboration
Integration	Disentangling activity-aware human flows reveals the hidden functional organization of urban systems Maintaining cultural identity: evidence from migrants on Twitter
inter-regional bridging	To bridge or not to bridge, that is the question for innovative performance
Interacting Networks	Fragility and anomalous susceptibility of weakly interacting networks
Interaction Networks	Analysis of Metaheuristics with Network Science
interaction prediction	Predicting interactions in temporal networks
interactions	What do co-occurrence networks actually tell us?
interactive networks	The twitter explorer: A framework for observing Twitter through interactive networks
interactome	IBDomics: network analysis of inflammatory bowel disease reveals novel monogenic causes of intestinal inflammation
interconnected networks	Greedy control of cascading failures in interconnected networks
Interdependent Networks	Financial micro-blog network impact on cryptocurrency returns
Interdependent-networks	Dependency-based targeted attacks in interdependent networks
interdisciplinarity	Genescape | An interdisciplinary approach to complex network visualization
Interdisciplinary Research	Interdisciplinary Collaboration at the SFI Complex Systems Summer School
Interlocking directorates	Beyond Fortune 500: Women in a Global Network of Directors
International environmental agreements	Communities and rich clubs in the international environmental cooperation network
International environmental cooperation	Communities and rich clubs in the international environmental cooperation network
International migration	Maintaining cultural identity: evidence from migrants on Twitter
interpretation of networks	What do co-occurrence networks actually tell us?
Intervention	Optimal Intervention in Economic Networks using Influence Maximization Methods Human prophylaxis driven by risk can cause oscillations in direct contact transmitted diseases
interventions	Evolution of Misinformation, Polarization, and Engagement in YouTube Social Networks: A Case Study of Public Health Interventions for COVID-19
Intra-financial interconnectedness	The systemic dimension of counterparty risk
Invariances	Latest Developments in Graph Representation Learning
Inverse problem	Inferring structural and functional information from neuronal patterns with quenched disorder Extracting hidden network from interacting system with graph neural network
investment	Business category network analysis for capturing the value of intangibles
Iran	COVID-19 in Iran
Ising model	Can we design a complex quantum network?
IT industry	Capturing the trend in the IT industry via network analysis of company descriptions
J
Job Mobility	Network of Job Movements Within and Between Industrial Sectors
Job Networks	Network of Job Movements Within and Between Industrial Sectors
journal citation networks	Detecting citation cartels in journal citation networks
K
k-core decomposition	Interplay between k-core and community structure in networks
Knowledge	Knowledge and Social Relatedness Shape Research Portfolio Diversification The interrelationship of knowledge structure across language groups in communal dataset
knowledge discovery	Discovering remarkable meme in academic literature considering diffusion process
knowledge flows	Evolution of the knowledge flows among fields in modern physics
knowledge graphs	Thematic recommendations on knowledge graphs using multilayer networks
Kolomogorov-Smirnov test	Are degree distributions in complex networks observable?
L
lab experiment	Will it spread? Quantifying the predictability of new product diffusion in social networks
labor	Automation and occupational mobility: A data-driven network model
labor economics	Universal resilience patterns in labor markets
labor market	Early Detection of Labor Market Flows using Social Media Analysis
Laboratory Study	Positional and Dispositional Factors That Predict Who Commits Social Network Routing Errors and Who Learns From Them
Language	Relationship between ideology and language in the Catalan independence context The interrelationship of knowledge structure across language groups in communal dataset
language evolution	Reinforcement communication learning in different social network structures
Largest Eigenvalue of the adjacency matrix	Spectral signals of topological collapse in financial networks
Lasso penalty	Learning a Social Network from Text Data
Latent geometry	Exploring the interplay between brain and mind in Alzheimer's disease
latent space	Cross-Geometric Framework for Complementarity-Driven Networks
Leak Integrate and Fire	Inferring structural and functional information from neuronal patterns with quenched disorder
Learn from Errors	Positional and Dispositional Factors That Predict Who Commits Social Network Routing Errors and Who Learns From Them
learning of conventions	Reinforcement communication learning in different social network structures
Lesion-Symptom Mapping	Causal Brain Mapping of Artificial Neural Networks by Game Theory: A Case for in-silico Multi-Perturbation Experiments
linear flow networks	The role of network topology for failure spreading in linear flow networks
linear hierarchy	Emergence of Hierarchy in Networked Endorsement Dynamics
linguistic analysis	Structure and influence of disease discourse on Twitter
link prediction	Cross-Geometric Framework for Complementarity-Driven Networks Utilizing complex networks with error bars Predicting human-mediated dispersal using traits and visitation networks Graphlet Evolution in Temporal Networks Spreading-based network embedding for link prediction in static and temporal networks Community detection with node attributes in multilayer networks The bounds of similarity-based link prediction by the AUC measure Persona2vec: A representations learning framework for network with pervasively overlapping communities
link-centric analysis	Link-centric analysis of variation by demographics in mobile phone communication patterns
Liquidity shocks	Systemic liquidity contagion in the European interbank market
Live Demo	A Virtual Reality Platform for Exploring Large Networks
Livestock movement network	The role of livestock movements in the spread of Rift Valley fever virus in animal and human populations in Mayotte, 2018-19
Livestock Movements	The Effect of Uncertainty to Epidemic Behaviour in Cattle Trade A Case Study From Brazil
local depth	Communities in Data
local filtering	Complex distributions emerging in filtering of patterns on networks
local network structure	Simple as Degree Difference: Understanding structural heterogeneity in mixing patterns
Localization	Anderson-like localization in real-world non-normal networks
Location Data	COVID-19 Outbreak Week-by-Week Prediction
Lockdown	Impact of lockdown on COVID-19 epidemic in Île-de-France and possible exit strategies A simple network model of COVID-19 spread in the presence of social distancing
logarithmic loss	Angular optimisation in the hyperbolic embedding of complex networks
long-range autocorrelation	Continuous Time Random Walk with correlated waiting times. The crucial role of inter-trade times in volatility clustering
Longest Path Algorithm	Percolation and Paths in Novel Spacetime Random Geometric Graphs
Longitudinal Analysis	Heterogeneous Scaling of Research Institutions
Loss of trans-regulation	Ribosome disruption in Luminal A breast cancer revealed by gene co-expression networks
lossy compression	Complex distributions emerging in filtering of patterns on networks
low-carbon transition	A climate risk assessment of sovereign bonds
Luminal A breast cancer subtype	Ribosome disruption in Luminal A breast cancer revealed by gene co-expression networks
lumping	Population model approximations of epidemic dynamics on networks
M
machine learning	Dynamics-aware node embedding for temporal networks Constructing geometric graphs from features to aid classification tasks Learning (sub-)optimal percolation with network dismantling Deep learning of stochastic contagion dynamics on complex networks Arrow of Time: Learning Diffusion Source with Graph Neural Networks Network layout using neural networks Revealing Organizational Structures by Studying Activity Patterns in Social Networks Bayesian Classification of Paths using Multi-order Network Models Discovering wiring patterns of neural networks via backboning Can a neural network learn arrow of time only from observed data? The bounds of similarity-based link prediction by the AUC measure
Machine Learning and Networks	Joint embedding of network structure and node features via graph convolutional networks Temporal Social Network Reconstruction Using Wireless Proximity Sensors: Model Selection and Consequences
Machine Learning on Networks	Determining Geometric Priors for Representation Learning on Networks
manipulation detection	BotSlayer: Real-time detection of manipulation of social media
Map equation	Mapping flows in bipartite networks
markov chain	Flow stability for community detection in non-stationary temporal networks
Markov model	AIC Based Model Selection for Generative Multi-Order Models of Paths in Networks
Markov stability	Generalized Markov Stability of network communities
Markovian dynamics	Stochastic dimensional reduction on large biological neural networks
mask	The toilet paper issue during the COVID-19 crisis
Mathematical modeling	Impact of lockdown on COVID-19 epidemic in Île-de-France and possible exit strategies Analyzing clusterability in signed networks of political collaboration
Matrix factorizartion	Latest Developments in Graph Representation Learning
Maximum Entropy	The Topology of International Trade: comparing Network-based and Econometric approaches. Maximum-entropy temporal networks: disentangling the role of static and dynamic node heterogeneity
mean-field model	Population model approximations of epidemic dynamics on networks
Measure	A Unified Framework for Spreading Dynamics on Temporal Networks
Mechanics	Thermodynamics disentangles conflicting notions of nestedness in ecological networks
medicine	Peer Effects and Regional Characteristics in the Adoption of a 21-gene Recurrence Score Genomic Test
medulloblastoma	The multilayer community structure of medulloblastoma
meme analysis	Discovering remarkable meme in academic literature considering diffusion process
Meme Modelling	Topical Alignment-based Meme Diffusion in Twitter
memory	Implementing attractor reversibility in a Boolean network model by encoding short-term memory into select edges
Mental Illness	Network Analysis of associations between clinical variables and psychological symptoms in Testing and Identifying Targets in Rheumatoid Arthritis Therapy – UltraSound Study (TITRATE-US) dataset
mesoscale	Macro- and mesoscale pattern interdependencies in complex networks Absence of a resolution limit in in-block nestedness
Mesoscale structure	Structural elasticity of information ecosystems Online division of labour: emergent structures in Open Source Software A framework for the construction of generative models for mesoscale structure in multilayer networks
Mesoscale Structures	Detecting mesoscale structures by surprise
Message passing	Probabilistic models on networks with loops
Message Spreading	Signaling on Modular Hierarchical and Other Small-World Networks
Meta-Groups	Network Perspective on Peace Accords Implementation
metadata	Predicting human-mediated dispersal using traits and visitation networks Community detection in spatial bipartite networks with metadata
Metaheuristics	Analysis of Metaheuristics with Network Science
metapopulation dynamics	Evaluation of the pontential incidence of COVID-19 and effectiveness of containment measures in Spain: a data-driven approach
Metapopulation model	Impact of intervention measures on COVID-19 epidemic in Belgium Impact of temporal scales and recurrent mobility patterns on the unfolding of epidemics
metastability	Graceful navigation out of metastable states by humans in a coordination game
methylation	Hierarchical and control properties of ageing related methylation networks
MeToo	Structural and Semantic Impact of Online Collective Action
metric-backbone	Brain Structural Connectivity along the Lifespan: a Metric-Backbone Approach
Mexico	Climate risk and financial stability in the network of banks and investment funds
micro and macro structure	Combining micro and macro generative models: Action-based stochastic block model
Microbial communities	Marine prokaryote-eukaryote interactions: Multi-layer network approach
Microbiome	Colon cancer microbiome co-expression networks. What do co-occurrence networks actually tell us?
Microconnectome	Deep AutoEncorder effectively extracts the key topologies from the Microconnectome.
Minimum description codes	Complex distributions emerging in filtering of patterns on networks
Minkowski Distance	Percolation and Paths in Novel Spacetime Random Geometric Graphs
minorities	When do ranking algorithms reinforce, replicate, or weaken inequalities in directed social networks?
misinformation	Assessing the risks of “infodemics” in response to COVID-19 epidemics The fragility of opinion formation in a complex world Fact-checking strategies to limit misinformation spreading in a segregated network
missing data	Improving the efficiency of stochastic immunization via targeted network discovery
Mitigation strategy	A simple network model of COVID-19 spread in the presence of social distancing
mixing patterns	Latent Poisson models for networks with heterogeneous density Comparing gender mixing preferences across networks Data-driven contact structures: from homogeneous mixing to multilayer networks Simple as Degree Difference: Understanding structural heterogeneity in mixing patterns
mobile phone data	Mobility definition and resolution needed to inform predictive epidemic models for spatial transmission from mobile phone data Socioeconomic factors and risk aversion explain regional heterogeneity in mobility reductions during COVID-19 epidemic in France under lockdown Link-centric analysis of variation by demographics in mobile phone communication patterns Measuring and mitigating behavioural segregation using Call Data Records
Mobile phone networks	A mobile phone network analysis of the socio-economic impact of rural electrification in Senegal
Mobile-phone dataset	Multichannel Social Signatures and Persistent Features of Ego Networks
mobility	Hierarchical organization of urban mobility and its connection with city livability Spatial immunization: a temporal network approach to counteract epidemic outbreaks in airports Automation and occupational mobility: A data-driven network model Unsupervised embeddings of organizations capture latent structure of scientific mobility
mobility data	gps2net - An Open Source Package to Extract Network Paths from GPS Log Data
mobility patterns	Evaluation of the pontential incidence of COVID-19 and effectiveness of containment measures in Spain: a data-driven approach
Model	Thermodynamics disentangles conflicting notions of nestedness in ecological networks
model selection	Bayesian Selection of Optimal Higher-Order Network Models AIC Based Model Selection for Generative Multi-Order Models of Paths in Networks
modular description	Predicting interactions in temporal networks
Modular Hierarchical Networks	Signaling on Modular Hierarchical and Other Small-World Networks
Modular network	A threefold approach for reducing the dimension of dynamics on networks: An application to synchronization
modular networks	Dynamics imposes limits on detectability of network structures The role of modularity in self-organizing dynamics in biological networks
modular structure	Hierarchical community structure in networks
modularity	Macro- and mesoscale pattern interdependencies in complex networks Disentangling activity-aware human flows reveals the hidden functional organization of urban systems
modularity optimisation	Statistically significant assortative community detection
Module detection	Functional module detection through integration of single-cell RNA sequencing data with protein--protein interaction networks
molecular medicine	Genescape | An interdisciplinary approach to complex network visualization
Molecular Networks	A Virtual Reality Platform for Exploring Large Networks
molecular simulations	A complex networks analysis of water: Describing network dependence over temperature change
monocyte differentiation	A network perspective on macrophage phenotypes in the tumour microenvironment
monogenic	IBDomics: network analysis of inflammatory bowel disease reveals novel monogenic causes of intestinal inflammation
mood radicalization	Mood Radicalization in Hyperconnected Social Networks
Motif	Enumerating Small Multiplex Graphs
motifs	Deriving pairwise transfer entropy from network structure and motifs Network Perspective on Peace Accords Implementation
Motor imagery	On the classification of mental states by means of network-based features
multi-agent	A novel framework to capture the coevolution of opinions and decisions in complex networks Understanding and Modeling Cognitive Mechanisms in Social Diffusion
multi-agent optimization	Reinforcement communication learning in different social network structures
multi-body interactions	Multi-body Interactions and Non-Linear Consensus Dynamics on Networked Systems
Multi-Edge Network	Measuring Resilience of Social Organizations Using Entropy---A Temporal Case-Study from Open Source Software Development
multi-hop structure	The Transsortative Structure of Networks
multi-layer	Evaluating the impact of digital contact tracing and household isolation on the COVID19 epidemic Enumerating Small Multiplex Graphs
Multi-layer network	Marine prokaryote-eukaryote interactions: Multi-layer network approach
Multi-layer networks	Double-edged sword narrative networks in climate change discourse on Reddit
multi-level networks	Unstable by Design? Taming Systemic Risk in Endogenous Financial Networks
multi-network comparison	Pairwise versus multiple global network alignment
multi-order model	A Generative Multi-Order Model to Predict Variable-Length Paths in Networks AIC Based Model Selection for Generative Multi-Order Models of Paths in Networks
Multi-order network models	Bayesian Selection of Optimal Higher-Order Network Models Bayesian Classification of Paths using Multi-order Network Models
multidimensionality	Genescape | An interdisciplinary approach to complex network visualization
multilayer	Disentangling activity-aware human flows reveals the hidden functional organization of urban systems
multilayer network	Sequential Seeding in Multilayer Networks
multilayer networks	Thematic recommendations on knowledge graphs using multilayer networks Variability of an ecological multilayer network across spatiotemporal environmental gradients The multilayer community structure of medulloblastoma Multilayer brain networks with time-evolving nodes and analyzing network motifs in them A framework for the construction of generative models for mesoscale structure in multilayer networks Directionality reduces the impact of epidemics in multilayer networks Data-driven contact structures: from homogeneous mixing to multilayer networks Cascade-based attacks on multilayer networks Fragility and anomalous susceptibility of weakly interacting networks Enhancing transport properties in interconnected systems without altering their structure Community detection with node attributes in multilayer networks
multilinks	The evolution of multilinks in a research innovation multiplex network
Multiplex	Enumerating Small Multiplex Graphs
Multiplex Network	Inhibitory layer leading to Explosive Synchronization in Multiplex Networks The evolution of multilinks in a research innovation multiplex network Epidemic spreading with awareness and different time scales in multiplex networks
Multiplex networks	Diffusion on Directed Multiplex Networks with Asymmetric Coupling Influencing the dynamics of correlated opinions in the voter model on multiplex networks Random graphs with fixed local constrains Optimal percolation in correlated multiplex networks with overlap A framework for the construction of generative models for mesoscale structure in multilayer networks Multiscale Landscape of Molecular Connectivity To Predict Novel Disease Gene Association and Associated Phenotypes Beyond polarization: the structure of vaccine debate in France Selection of communication channels and the related sampling bias for mapping out the network of social interactions Controlling PageRank Centralities: Sharp estimates in terms of personalization vectors On Hashimoto non-backtracking matrix, edges’ PageRank and multilayer networks
Multiscale entropy	The role of environmental changes in temporal networks
music complexity	Topology of Networks in Generalized Musical Spaces
Mutualistic networks	Structural elasticity of information ecosystems Revealing the entropic character of nestedness
N
narrative extraction	Representing and visualizing the narrative of texts as complex networks
natural language processing	Financial micro-blog network impact on cryptocurrency returns Alliance structure between UN Security Council members from debates Representing and visualizing the narrative of texts as complex networks Immigration in the Italian public debate: dynamics of interaction on social media Early Detection of Labor Market Flows using Social Media Analysis
Navigation	Exploring the interplay between brain and mind in Alzheimer's disease
NDCG	Thematic recommendations on knowledge graphs using multilayer networks
neigborhoods	Privacy and uniqueness of neighborhoods in social networks
Nestedness	Structural elasticity of information ecosystems Online division of labour: emergent structures in Open Source Software Macro- and mesoscale pattern interdependencies in complex networks Probing the robustness of nested multi-layer networks Revealing the entropic character of nestedness Thermodynamics disentangles conflicting notions of nestedness in ecological networks
Network	A Unified Framework for Spreading Dynamics on Temporal Networks DataDiVR – a virtual reality network visualization platform
network algorithms	Efficient limited-time reachability estimation in temporal networks
network alignment	Pairwise versus multiple global network alignment
network analysis	Choosing among alternative histories of a tree Network analysis and social sequence analysis. A methodological integration. IBDomics: network analysis of inflammatory bowel disease reveals novel monogenic causes of intestinal inflammation Immigration in the Italian public debate: dynamics of interaction on social media Structure and influence of disease discourse on Twitter Using Temporal Co-Editing Networks to Understand Code-Ownership and Productivity in Software Teams Network approach for identifying most common path of cardiovascular disease history
network bias	Quantifying Biases in Attribute Inference on Social Networks
Network Centrality	Targeted Pandemic Containment Through Identifying Local Contact Network Bottlenecks Structural and Semantic Impact of Online Collective Action Citations driven by social connections? A multi-layer representation of co-authorship networks
Network classification	On the classification of mental states by means of network-based features
Network Comparison	Constructing a compact metric space of network ensembles using several graph comparison measures
Network complexity	How Complex is a Complex Dynamical Network?
Network Control	Parity and time-reversal in Boolean networks
network datasets	Using Facebook Colocation Maps to Measure Social Distancing and Parametrize Models of Disease Spread
network dismantling	Learning (sub-)optimal percolation with network dismantling
network distance	Structural Evolution of US Airline Networks
Network dynamics	The spatio-temporal propagation of signals in complex networks Dynamic patterns of information flow in complex networks Inferring Irrational Lending Behaviour from Implicit Herding Networks Identification of mixed dynamics in complex networks Universality in network dynamics Dynamic resilience of complex networks How Complex is a Complex Dynamical Network? Network Non-Normality Benefits Communication in Noisy Environments
network efficiency	Quantifying the efficiency of network flows
Network Embedding	Joint embedding of network structure and node features via graph convolutional networks Model-free hidden geometry of complex networks Spreading-based network embedding for link prediction in static and temporal networks Deep AutoEncorder effectively extracts the key topologies from the Microconnectome.
Network embeddings	Latest Developments in Graph Representation Learning
Network Ensemble	Constructing a compact metric space of network ensembles using several graph comparison measures Measuring Resilience of Social Organizations Using Entropy---A Temporal Case-Study from Open Source Software Development
network entropy	A motif-based approach to processes on networks: Process motifs for the differential entropy of the Ornstein-Uhlenbeck process
Network Epidemics	Biased Random Walks as Protection Effects on Network Epidemics Evolution and Emergence of Spreading Processes in Complex Networks
network epidemiology	Voluntary mobility and distancing measures decrease the spread of SARS-CoV2 in Mexico City A novel theoretical framework to account for heterogeneous infectious periods in an SIS epidemic model
Network features	On the classification of mental states by means of network-based features
Network Filtering	Market structure evolution with network filtering approach
network flow	Quantifying the efficiency of network flows
network flows	Enhancing transport properties in interconnected systems without altering their structure
network formation	Scaling choice models of relational social data
Network generative model	Ensemble of Gene Regulatory Networks Derived from Population Genetics
network geometry	Latent geometry and dynamics of human proximity networks Simple as Degree Difference: Understanding structural heterogeneity in mixing patterns
network growth	Identifying time dependence in network growth
Network identification	Identification of mixed dynamics in complex networks
network inference	Deriving pairwise transfer entropy from network structure and motifs The science of sharing and the sharing of science: Diffusion of scientific articles across online platforms Blind Identification of Stochastic Block Models from Dynamical Observations Bayesian inference of weighted graphs
network Laplacian	A Laplacian Approach to Stubborn agents in Opinion Formation on Networks
Network medicine	Multiscale Landscape of Molecular Connectivity To Predict Novel Disease Gene Association and Associated Phenotypes The Cellular Arithmetics of Combinatorial Perturbations A systematic evaluation of stopping criteria for network-based disease gene prediction algorithms Understanding Chemical-Genetic Interactions: Morphological screen of combined perturbations
Network model	Cumulative effects of triadic closure and homophily in social networks A simple network model of COVID-19 spread in the presence of social distancing
network model comparison	Network-based signal detection to identify emerging foodborne disease outbreaks
Network Modelling	The spreading of computer viruses on time-varying networks The Topology of International Trade: comparing Network-based and Econometric approaches.
network models	Privacy and uniqueness of neighborhoods in social networks Stress testing real-world holdings networks: correlated investments and the effects of rebalancing Latent geometry and dynamics of human proximity networks
network motifs	Functional relationships between generalized positive feedback loops determine the number of attractors in plant-pollinator interaction networks Multilayer brain networks with time-evolving nodes and analyzing network motifs in them Frequency of Significant Sequential Motif Structures Reveal Patterns in Pathway Data A motif-based approach to processes on networks: Process motifs for the differential entropy of the Ornstein-Uhlenbeck process Temporal Network Motifs: Models, Limitations, Evaluation
Network neuroscience	Multilayer brain networks with time-evolving nodes and analyzing network motifs in them Innate representation of quantities in neural networks
Network non-normality	Network Non-Normality Benefits Communication in Noisy Environments
Network of networks	Ensemble of Gene Regulatory Networks Derived from Population Genetics
network optimization	Multiobjective optimization of large-scale network structures
network paths	gps2net - An Open Source Package to Extract Network Paths from GPS Log Data
Network psychometrics	Examining the feasibility of using the Gaussian Graphical Model to model the relationships between neurocognitive variables in Alzheimer’s disease
Network reconstruction	Joint embedding of network structure and node features via graph convolutional networks A faster horse on a safer trail: generalized inference for the efficient reconstruction of weighted networks Prediction of Epidemic Outbreaks for General Group-Based Epidemic Models Inferring structural and functional information from neuronal patterns with quenched disorder Systemic Risk Underestimation in Reconstructed Networks The variability of network structures inferred from time series data
network recovery	Cascading failure in economic networks: The case of COVID-19
network representation learning	Network Representation Learning for Credit Card Fraud Detection Comparing Graph Embedding Algorithms Based on their primary Choices
network robustness	The role of network topology for failure spreading in linear flow networks Learning (sub-)optimal percolation with network dismantling Improving the robustness of online social networks: A simulation approach of network interventions
Network Routing Errors	Positional and Dispositional Factors That Predict Who Commits Social Network Routing Errors and Who Learns From Them
Network Routing Task	Positional and Dispositional Factors That Predict Who Commits Social Network Routing Errors and Who Learns From Them
network sampling	Unbiased selection of brain network features with nullspace sampling Improving the efficiency of stochastic immunization via targeted network discovery
Network Science	Universal resilience patterns in labor markets Dru: Analysing Blockchain as a Complex Network The Transsortative Structure of Networks Network Analysis of associations between clinical variables and psychological symptoms in Testing and Identifying Targets in Rheumatoid Arthritis Therapy – UltraSound Study (TITRATE-US) dataset Discovering wiring patterns of neural networks via backboning Network of Job Movements Within and Between Industrial Sectors Does aggregation preserve communities?
network segregation	Fact-checking strategies to limit misinformation spreading in a segregated network
network similarity	Global urbanization and economic complexity
network structure	Quantifying Biases in Attribute Inference on Social Networks Efficient and fully Bayesian inference of complex networks from noisy data Quantifying the efficiency of network flows Impact of globalization on the resilience and sustainability of natural resources Hospital Network Structure and Performance: How can better patient routing networks improve efficiency and reduce opportunities for COVID-19 transmission? The variability of network structures inferred from time series data Multiobjective optimization of large-scale network structures Assessing police topological efficiency in a major sting operation on the dark web
Network Theory	Ethereum Blockchain: A Network Perspective Combinatorial approach to SI and SIR spreading processes Evaluating path diversity from the cycle bases Spreading of localized attacks on spatial multiplex networks with a community structure Inducing Percolation on complex systems
Network theory and model	No-exclaves percolation: Uncovering hidden impact of failures in complex systems
network topology	Background Diversity and Network Structure in Collective Design and Innovation: Perspectives with Online Social Network Experiments The bounds of similarity-based link prediction by the AUC measure
network topology and dynamics on networks	Individual and collective encoding of risk in animal groups
network topology of musical spaces	Topology of Networks in Generalized Musical Spaces
network validation	The role of bot squads in the political propaganda on Twitter
Network Visualization	A Virtual Reality Platform for Exploring Large Networks Genescape | An interdisciplinary approach to complex network visualization
networked populations	Adapting extraction strategies in networks of bistable common-pool resources: intensity versus allocation
networked structure	Networked structure of market members and high frequency trading
Networks	Directionality reduces the impact of epidemics in multilayer networks Spatial immunization: a temporal network approach to counteract epidemic outbreaks in airports Knowledge and Social Relatedness Shape Research Portfolio Diversification Thermodynamics disentangles conflicting notions of nestedness in ecological networks Synchronization of endogenous business cycles Uncovering Coordinated Networks on Social Media Communities in Data The impact of network reciprocity on the resilience of complex systems
Networks' topology	Scale-Free Networks Revealed from Finite-Size Scaling
neural network	Extracting hidden network from interacting system with graph neural network Can a neural network learn arrow of time only from observed data?
Neural Networks	Brain communication is shaped by cortical hierarchies Opinion dynamics with emergent collective memory: a society shaped by its own past. Deep AutoEncorder effectively extracts the key topologies from the Microconnectome.
Neurocognition	Examining the feasibility of using the Gaussian Graphical Model to model the relationships between neurocognitive variables in Alzheimer’s disease
Neuron	Deep AutoEncorder effectively extracts the key topologies from the Microconnectome.
Neuronal dynamics	Inferring structural and functional information from neuronal patterns with quenched disorder
Neuropsychology	Examining the feasibility of using the Gaussian Graphical Model to model the relationships between neurocognitive variables in Alzheimer’s disease
neuroscience	Unbiased selection of brain network features with nullspace sampling A functional connectivity generative model based on variational autoencoder
New Methods and Software	Parity and time-reversal in Boolean networks
next-element prediction	AIC Based Model Selection for Generative Multi-Order Models of Paths in Networks
Niconico	Validation of opinion dynamics theory including both trust and distrust by polarity analysis of measured data of video comments
No-exclaves percolation	No-exclaves percolation: Uncovering hidden impact of failures in complex systems
Node classification	Prediction of aging-related genes from a dynamic biological network
node embedding	Dynamics-aware node embedding for temporal networks Network Representation Learning for Credit Card Fraud Detection
Node influence	Interrupting Disease Transmission in Healthcare Networks Using Higher-Order Models: A Case Study for Nosocomial COVID-19 and Anti-microbial Resistance
Node-weighted networks	Functional module detection through integration of single-cell RNA sequencing data with protein--protein interaction networks
NODF	Thermodynamics disentangles conflicting notions of nestedness in ecological networks
Noise Reduction	Utilizing complex networks with error bars
Non-backtracking matrix	Spectral properties of the non-backtracking matrix in networks and its physical consequences Node Immunization with Non-backtracking Eigenvalues
non-linear dynamics	Multi-body Interactions and Non-Linear Consensus Dynamics on Networked Systems Synchronization of endogenous business cycles
non-markovian	Flow stability for community detection in non-stationary temporal networks
non-Markovian dynamics	Auto-information maximization in non-Markovian systems.
Non-Markovian networks	The cell cycle as a temporal network of protein interactions
Non-normal networks	Anderson-like localization in real-world non-normal networks Synchronization dynamics on non-normal networks
non-pharmaceutical interventions	Impact of lockdown on COVID-19 epidemic in Île-de-France and possible exit strategies
Non-pharmacological interventions	Voluntary mobility and distancing measures decrease the spread of SARS-CoV2 in Mexico City
Non-recurrent epidemic processes	Spectral properties of the non-backtracking matrix in networks and its physical consequences
non-stationarity	Flow stability for community detection in non-stationary temporal networks
noncentered minimum curvilinear embedding	Angular optimisation in the hyperbolic embedding of complex networks
nonequilibrium physics	Can a neural network learn arrow of time only from observed data?
Nonlinear dynamics	Collective dynamics of random Janus oscillator networks The spatio-temporal propagation of signals in complex networks Dynamic patterns of information flow in complex networks Universality in network dynamics Dynamic resilience of complex networks
nonlocal evolution equation	Random walks on dense graphs and graphons
novel technology combination	How predictable are novel technological combinations?
null model	Global urbanization and economic complexity
Null Models	Interplay between k-core and community structure in networks Spectral signals of topological collapse in financial networks Revealing the entropic character of nestedness Lightning Network: a second path towards centralisation of the Bitcoin economy
Null network models	A network perspective on academic impact
nullspace	Unbiased selection of brain network features with nullspace sampling
number of attractors	Functional relationships between generalized positive feedback loops determine the number of attractors in plant-pollinator interaction networks
Numerical abscissa	The impact of network reciprocity on the resilience of complex systems
O
occupational	Automation and occupational mobility: A data-driven network model
One Health	The role of livestock movements in the spread of Rift Valley fever virus in animal and human populations in Mayotte, 2018-19
Onion Decomposition	Dominance Hierarchy in the Network of Hockey Fighters
Online forums	Identifiability of underlying discussion networks using multidimensional Hawkes process
online political debate	The role of bot squads in the political propaganda on Twitter
online social media and disinformation	Organic and False Amplifier Network in Online Social Media.
online social network	The role of geography in the complex diffusion of innovations The role of bot squads in the political propaganda on Twitter
Online Social Networks	Structural elasticity of information ecosystems Topical Alignment-based Meme Diffusion in Twitter Evolution of Misinformation, Polarization, and Engagement in YouTube Social Networks: A Case Study of Public Health Interventions for COVID-19 Effectiveness of dismantling strategies on moderated vs. un-moderated online social platforms
online universities	Social capital in online environments: Effects of social structure on academic performance in an online university
open source	gps2net - An Open Source Package to Extract Network Paths from GPS Log Data
Open Source Software projects	Online division of labour: emergent structures in Open Source Software
opinion dynamics	Analyzing Twitter semantic networks: two Italian case studies A novel framework to capture the coevolution of opinions and decisions in complex networks Modeling echo chambers and polarization dynamics in social networks The fragility of opinion formation in a complex world Modelling opinion dynamics of an adaptive robot swarm How social network algorithms can influence opinion polarization A Laplacian Approach to Stubborn agents in Opinion Formation on Networks Opinion dynamics with emergent collective memory: a society shaped by its own past.
Opinion formation	Voter Models on the Two-Community Stochastic Block Model
opinion propagation	Influencing the dynamics of correlated opinions in the voter model on multiplex networks
optimal order	Bayesian Selection of Optimal Higher-Order Network Models
Optimal percolation theory	Optimal percolation in correlated multiplex networks with overlap
optimal rate	Random search with stochastic revisiting in complex networks
Optimization	Topological Control of Sync Patterns: Trading Symmetry for Stability Graceful navigation out of metastable states by humans in a coordination game Analyzing clusterability in signed networks of political collaboration Analysis of Metaheuristics with Network Science Controlling systemic risk
optimization algorithms	Absence of a resolution limit in in-block nestedness
ORCID	Measuring the scientific brain drain: a country perspective
organizational networks	Revealing Organizational Structures by Studying Activity Patterns in Social Networks
origin of life	The Impact of Composition on the Dynamics of Autocatalytic Sets
oscillatory dynamics	Antagonistic sparse complex systems show oscillatory dynamics
Oscillatory systems	Amplitude death and restoration in networks of oscillators with random-walk diffusion
overlap	Covariance matrix filtering with bootstrapped hierarchies
overlapping community	Persona2vec: A representations learning framework for network with pervasively overlapping communities
Overlapping nodes	Localization of hubs in complex networks with overlapping modular structure
P
pagerank	When do ranking algorithms reinforce, replicate, or weaken inequalities in directed social networks?
PageRank centrality	Controlling PageRank Centralities: Sharp estimates in terms of personalization vectors
Pair	A Unified Framework for Spreading Dynamics on Temporal Networks
Parameter inference	On the generalisability of within household contact networks and impact on epidemic spread
Pareto efficiency	Optimal percolation in correlated multiplex networks with overlap
Partial exchangeability	Latest Developments in Graph Representation Learning
patents	Technological interdependencies predict innovation dynamics
path data	A Generative Multi-Order Model to Predict Variable-Length Paths in Networks AIC Based Model Selection for Generative Multi-Order Models of Paths in Networks
path generation	A Generative Multi-Order Model to Predict Variable-Length Paths in Networks AIC Based Model Selection for Generative Multi-Order Models of Paths in Networks
path prediction	A Generative Multi-Order Model to Predict Variable-Length Paths in Networks
Paths	Bayesian Classification of Paths using Multi-order Network Models
pathway data	Frequency of Significant Sequential Motif Structures Reveal Patterns in Pathway Data
Patient Movement	Interrupting Disease Transmission in Healthcare Networks Using Higher-Order Models: A Case Study for Nosocomial COVID-19 and Anti-microbial Resistance
patient-sharing networks	Hospital Network Structure and Performance: How can better patient routing networks improve efficiency and reduce opportunities for COVID-19 transmission? Peer Effects and Regional Characteristics in the Adoption of a 21-gene Recurrence Score Genomic Test
Peacebuilding	Network Perspective on Peace Accords Implementation
Pedestrian networks	Efficiency and accesibility in urban pedestrian networks
Percolation	Percolation framework reveals privacy limits in Blockchain transactions, dark web, and conspiracy networks Learning (sub-)optimal percolation with network dismantling Cumulative Merging Percolation and the epidemic transition of the Susceptible-Infected-Susceptible model in networks Spectral properties of the non-backtracking matrix in networks and its physical consequences Probabilistic epidemic forecasting using probability generating functions, and its robustness to data quality, error, biases and noise. Fragility and anomalous susceptibility of weakly interacting networks Degree-Ordered Percolation on complex networks
Percolation theory	Spreading of localized attacks on spatial multiplex networks with a community structure Two percolation transitions in spatial modular networks Entanglement generation in a quantum network at distance-independent rates The Life and Death of Echo-chambers in Scientific Networks Inducing Percolation on complex systems
Percolation Transition	Evolution of Coauthorship Networks In View of Simplicial Complex
Persistent Degree	Maximum-entropy temporal networks: disentangling the role of static and dynamic node heterogeneity
Persistent homology	Persistent homology segments time-varying brain states
Perturbation analysis	Node Immunization with Non-backtracking Eigenvalues
Perturbation Theory	Diffusion on Directed Multiplex Networks with Asymmetric Coupling
Perturbation-perturbation interaction network	The Cellular Arithmetics of Combinatorial Perturbations
Perturbome	The Cellular Arithmetics of Combinatorial Perturbations
Phase oscillators on networks	Collective dynamics of random Janus oscillator networks
phase transitions	Two percolation transitions in spatial modular networks Fragility and anomalous susceptibility of weakly interacting networks A complex networks analysis of water: Describing network dependence over temperature change
Physical Symptoms	Network Analysis of associations between clinical variables and psychological symptoms in Testing and Identifying Targets in Rheumatoid Arthritis Therapy – UltraSound Study (TITRATE-US) dataset
physician networks	Hospital Network Structure and Performance: How can better patient routing networks improve efficiency and reduce opportunities for COVID-19 transmission?
plant-pollinator community assembly	Functional relationships between generalized positive feedback loops determine the number of attractors in plant-pollinator interaction networks
point processes	Burst-tree decomposition of time series reveals the structure of temporal correlations
Poisson Graphical Model	Learning a Social Network from Text Data
polarisation	Structure and influence of disease discourse on Twitter
Polarization	Relationship between ideology and language in the Catalan independence context Beyond polarization: the structure of vaccine debate in France Hidden Bias in Social Media Multilevel Structural Evaluation of Signed Directed Social Networks Evolution of Misinformation, Polarization, and Engagement in YouTube Social Networks: A Case Study of Public Health Interventions for COVID-19 Analyzing clusterability in signed networks of political collaboration Measuring Polarization in Topic-independent Network on Twitter Validation of opinion dynamics theory including both trust and distrust by polarity analysis of measured data of video comments What is going on Brazil? A Political Tale from Tweets
Political Alignment	Hidden Bias in Social Media
political elections	Investigating Italian disinformation spreading on Twitter in the context of 2019 European elections
political networks	Organic and False Amplifier Network in Online Social Media. Analyzing clusterability in signed networks of political collaboration The Brazilian Chamber of Deputies as a complex network What is going on Brazil? A Political Tale from Tweets
political polarization	Epidemic-driven conflict and conflict-driven epidemics Social mobilization impeded by political polarization Modeling echo chambers and polarization dynamics in social networks Measuring Polarization in Topic-independent Network on Twitter
Political Science	Alliance structure between UN Security Council members from debates Diachronic analysis of co-occurrences networks: a case study on Staribacher diaries and Austrian politics
Politics	Relationship between ideology and language in the Catalan independence context
polygenic	IBDomics: network analysis of inflammatory bowel disease reveals novel monogenic causes of intestinal inflammation
Popularity dynamics	Which cited papers are more important to a manuscript? Analysis of citation patterns in open access manuscripts
Population genetics	Ensemble of Gene Regulatory Networks Derived from Population Genetics
population model	Population model approximations of epidemic dynamics on networks
populations of networks	Comparing gender mixing preferences across networks
Portrait Divergence	Analysis of Metaheuristics with Network Science
power grids	The role of network topology for failure spreading in linear flow networks
Power Law	Scale-Free Networks Revealed from Finite-Size Scaling
power-law growth	Contact network models matching the dynamics of the COVID-19 spreading
Predictability	Limits of Microscopic Simulations for Modeling Information Cascades
prediction	Early Detection of Labor Market Flows using Social Media Analysis
Prediction of dynamics	Prediction of Epidemic Outbreaks for General Group-Based Epidemic Models
preferential attachment	Are degree distributions in complex networks observable? Time translation symmetry breaking explains condensations in preferential attachment models Identifying time dependence in network growth Modeling bursts in the evolution of author citations
PrEP	Evaluating the impact of Pre-Exposure Prophylaxis on HIV and gonorrhea on a networked population of female sex workers
Presence-absence ecological data	Inferring higher-order co-occurrence patterns and simplicial complexes from presence/absence data
prestige	Emergence of Hierarchy in Networked Endorsement Dynamics
Privacy	Percolation framework reveals privacy limits in Blockchain transactions, dark web, and conspiracy networks Privacy and uniqueness of neighborhoods in social networks
Privacy-preserving contact tracing	Impact of False Reporting Attacks in Privacy-preserving Contact Tracing
probabilistic	Probabilistic epidemic forecasting using probability generating functions, and its robustness to data quality, error, biases and noise.
Probability	Measuring network features under uncertainty
probability generating functions	Probabilistic epidemic forecasting using probability generating functions, and its robustness to data quality, error, biases and noise.
processes on networks	Network Time Series Analysis with an Application to COVID-19 Reproduction Numbers
product complexity	"The other side of the moon": What do we know about products' complexity?
product network	Global urbanization and economic complexity
Product Space	The Scientific Development of Nations
Prokaryote–eukaryote interactions	Marine prokaryote-eukaryote interactions: Multi-layer network approach
prosocial behavior	Who Motivates More Workouts: Friends or Strangers?
Protection Effect	Biased Random Walks as Protection Effects on Network Epidemics
Protein folding	A network science approach towards studying protein folding
Protein interaction networks	Functional module detection through integration of single-cell RNA sequencing data with protein--protein interaction networks The cell cycle as a temporal network of protein interactions
Protein structural classification	A network science approach towards studying protein folding
Protein structure networks	A network science approach towards studying protein folding
protest	Epidemic-driven conflict and conflict-driven epidemics
proximity	Business category network analysis for capturing the value of intangibles
pseudo-spectrum	Synchronization dynamics on non-normal networks
python	gps2net - An Open Source Package to Extract Network Paths from GPS Log Data
Q
qualitative research	Semantically-organized networks for the visualization of short texts
quantum	Can we design a complex quantum network?
quantum communication	Can we design a complex quantum network?
Quantum networks	Entanglement generation in a quantum network at distance-independent rates
Quenched-Mean-Field	Cumulative Merging Percolation and the epidemic transition of the Susceptible-Infected-Susceptible model in networks
R
Random Dot Product Graph	Predicting human-mediated dispersal using traits and visitation networks
Random Geometric Graph	Percolation and Paths in Novel Spacetime Random Geometric Graphs
Random Graph Model	A scale-invariant random graph model for network renormalization
Random graph models	Latent Poisson models for networks with heterogeneous density
Random graphs	Constructing a compact metric space of network ensembles using several graph comparison measures Entanglement generation in a quantum network at distance-independent rates
random graphs with fixed degree distribution	Random graphs with fixed local constrains
random matrix	Antagonistic sparse complex systems show oscillatory dynamics
random networks	The Transsortative Structure of Networks
Random target search	Random search with stochastic revisiting in complex networks
random walk	Biased Random Walks as Protection Effects on Network Epidemics Flow stability for community detection in non-stationary temporal networks Amplitude death and restoration in networks of oscillators with random-walk diffusion Random walks on hypergraphs Random walks on dense graphs and graphons
random walk with revisiting	Random search with stochastic revisiting in complex networks
Random walks	Signaling on Modular Hierarchical and Other Small-World Networks Quantifying spatial heterogeneity through random walks on graphs with coloured nodes Enhancing transport properties in interconnected systems without altering their structure
ranking	Emergence of Hierarchy in Networked Endorsement Dynamics Random walks on hypergraphs When do ranking algorithms reinforce, replicate, or weaken inequalities in directed social networks?
rare diseases	The multilayer community structure of medulloblastoma A Virtual Reality Platform for Exploring Large Networks
reachability	Efficient limited-time reachability estimation in temporal networks
Reaction Networks	Relating Structural and Dynamical Properties of Reaction Networks
Reaction-diffusion	Amplitude death and restoration in networks of oscillators with random-walk diffusion
real world networks	The evolution of multilinks in a research innovation multiplex network
recency	Modeling bursts in the evolution of author citations
Reciprocity	The impact of network reciprocity on the resilience of complex systems
Recommender systems	Thematic recommendations on knowledge graphs using multilayer networks
Record linkage	Learning a Social Network from Text Data
Reddit	Identifiability of underlying discussion networks using multidimensional Hawkes process
Refugee integration	Measuring and mitigating behavioural segregation using Call Data Records
Regularization	Spectral clustering of signed networks in moderately dense and sparse regimes
Regulatory network	Analysis of single-cell RNA-seq data unveils a general stochastic transcriptional attribute of aging
regulatory networks	A network perspective on macrophage phenotypes in the tumour microenvironment
reinforcement learning	Reinforcement communication learning in different social network structures
relational classification	Quantifying Biases in Attribute Inference on Social Networks
relational event models	Scaling choice models of relational social data
renormalization	Emergent regularities and scaling in armed conflict data
Renormalization Group	A scale-invariant random graph model for network renormalization
Reopening	A simple network model of COVID-19 spread in the presence of social distancing
Representation Learning	Determining Geometric Priors for Representation Learning on Networks
Representation trade-offs	Determining Geometric Priors for Representation Learning on Networks
research interdisciplinarity	Measuring research diversity with graph embeddings
Resilience	Traffic congestion reflects deviation of network dynamical backbones from design Universal resilience patterns in labor markets Probing the robustness of nested multi-layer networks Improving the robustness of online social networks: A simulation approach of network interventions Cascade-based attacks on multilayer networks Effectiveness of dismantling strategies on moderated vs. un-moderated online social platforms Measuring Resilience of Social Organizations Using Entropy---A Temporal Case-Study from Open Source Software Development The impact of network reciprocity on the resilience of complex systems Dynamic resilience of complex networks
resistance distance	A Laplacian Approach to Stubborn agents in Opinion Formation on Networks
reslience	Impact of globalization on the resilience and sustainability of natural resources
resolution limit	Generalized Markov Stability of network communities Absence of a resolution limit in in-block nestedness
Restriction	The economic effect of the restriction by Japanese government under COVID-19
Reverse engineering	Identification of mixed dynamics in complex networks
reversibility	Implementing attractor reversibility in a Boolean network model by encoding short-term memory into select edges
Rheumatoid Arthritis	Network Analysis of associations between clinical variables and psychological symptoms in Testing and Identifying Targets in Rheumatoid Arthritis Therapy – UltraSound Study (TITRATE-US) dataset
Ribosomal disruption	Ribosome disruption in Luminal A breast cancer revealed by gene co-expression networks
Rich clubs	Communities and rich clubs in the international environmental cooperation network
Rift Valley fever epidemic	The role of livestock movements in the spread of Rift Valley fever virus in animal and human populations in Mayotte, 2018-19
Risk	Climate risk and financial stability in the network of banks and investment funds
Robustness	Optimal percolation in correlated multiplex networks with overlap Cascade-based attacks on multilayer networks Effectiveness of dismantling strategies on moderated vs. un-moderated online social platforms
Robustness of complex networks	No-exclaves percolation: Uncovering hidden impact of failures in complex systems
robustness profile	Probing the robustness of nested multi-layer networks
robustness targeted attacks	Quantifying the efficiency of network flows
Role detection	Modeling social context improves role detection in Enron communication network
Role-based Embedding	Interrupting Disease Transmission in Healthcare Networks Using Higher-Order Models: A Case Study for Nosocomial COVID-19 and Anti-microbial Resistance
root detection	Choosing among alternative histories of a tree
Rumor model	Epidemic spreading with awareness and different time scales in multiplex networks
Rural electrification	A mobile phone network analysis of the socio-economic impact of rural electrification in Senegal
S
sampling	Scaling choice models of relational social data
sampling bias	Quantifying Biases in Attribute Inference on Social Networks
Sampling by node attributes	Selection of communication channels and the related sampling bias for mapping out the network of social interactions
sandpile model	Greedy control of cascading failures in interconnected networks
scale-free	Identifying time dependence in network growth
Scale-Free Networks	Scale-Free Networks Revealed from Finite-Size Scaling When do ranking algorithms reinforce, replicate, or weaken inequalities in directed social networks?
Scale-invariance	A scale-invariant random graph model for network renormalization
scaling	Emergent regularities and scaling in armed conflict data
Scaling behaviors	Understanding the temporal pattern of spreading in heterogeneous networks: The theory of the mean infection time
Scaling Law	Heterogeneous Scaling of Research Institutions
scholarly communication	Gender diversity in collaboration networks and the online popularity of scientists
school reopening	Impact of lockdown on COVID-19 epidemic in Île-de-France and possible exit strategies
science and technology studies	Locating differences in the implicit semantic networks of biomedical research
science of cities	Quantifying spatial heterogeneity through random walks on graphs with coloured nodes
science of science	Measuring the scientific brain drain: a country perspective Simulating the emergence of hierarchy in faculty hiring networks The Scientific Development of Nations Evolution of the knowledge flows among fields in modern physics Which cited papers are more important to a manuscript? Analysis of citation patterns in open access manuscripts Locating differences in the implicit semantic networks of biomedical research Knowledge and Social Relatedness Shape Research Portfolio Diversification China's research works are locally rich cited but globally underrepresented A network perspective on academic impact Science knows no country but citations do: the emergence of East and West in contemporary science Detecting the explosion of Artificial Intelligence research Unsupervised embeddings of organizations capture latent structure of scientific mobility The Life and Death of Echo-chambers in Scientific Networks Measuring research diversity with graph embeddings Quantifying synergy in scientific collaboration Modeling bursts in the evolution of author citations The interrelationship of knowledge structure across language groups in communal dataset
science of success	Using Temporal Co-Editing Networks to Understand Code-Ownership and Productivity in Software Teams
scientic impact	The story behind the authorship: Citation-based contribution allocation in science
Scientific collaboration	Global cities as catalysts for third-party scientific collaborations
Scientific hubs	The Social Roles of Cities in Mobility and Scientific Collaboration Networks
scientific migration	Measuring the scientific brain drain: a country perspective
Scientist mobility	The Social Roles of Cities in Mobility and Scientific Collaboration Networks
scRNA-seq	Analysis of single-cell RNA-seq data unveils a general stochastic transcriptional attribute of aging
segregation	Quantifying spatial heterogeneity through random walks on graphs with coloured nodes Disentangling activity-aware human flows reveals the hidden functional organization of urban systems Measuring and mitigating behavioural segregation using Call Data Records
SEIR model	Contact network models matching the dynamics of the COVID-19 spreading
Selection bias	Selection of communication channels and the related sampling bias for mapping out the network of social interactions
selective exposure	Fact-checking strategies to limit misinformation spreading in a segregated network
self-exciting processes	Quantifying Uncertainty in a Predictive Model for Popularity Dynamics
self-organizing dynamics	The role of modularity in self-organizing dynamics in biological networks
self-regulation	Adapting extraction strategies in networks of bistable common-pool resources: intensity versus allocation
Semantic networks	Locating differences in the implicit semantic networks of biomedical research Analyzing Twitter semantic networks: two Italian case studies Exploring the interplay between brain and mind in Alzheimer's disease
semantic polarisation	Structural and Semantic Impact of Online Collective Action
sensitivity	Probabilistic epidemic forecasting using probability generating functions, and its robustness to data quality, error, biases and noise.
sequence data	A Generative Multi-Order Model to Predict Variable-Length Paths in Networks AIC Based Model Selection for Generative Multi-Order Models of Paths in Networks
sequence prediction	A Generative Multi-Order Model to Predict Variable-Length Paths in Networks AIC Based Model Selection for Generative Multi-Order Models of Paths in Networks
sequential pattern mining	A Generative Multi-Order Model to Predict Variable-Length Paths in Networks
sequential seeding	Sequential Seeding in Multilayer Networks
sexual harassment	Structural and Semantic Impact of Online Collective Action
Shannon entropy	Breaking of ensemble equivalence in networks Measuring Resilience of Social Organizations Using Entropy---A Temporal Case-Study from Open Source Software Development
SI Model	Spreading-based network embedding for link prediction in static and temporal networks
signal transduction network	Implementing attractor reversibility in a Boolean network model by encoding short-term memory into select edges
Signalling	Inferring Irrational Lending Behaviour from Implicit Herding Networks
Signed graph	Multilevel Structural Evaluation of Signed Directed Social Networks
Signed graphs	Analyzing clusterability in signed networks of political collaboration
signed networks	The fragility of opinion formation in a complex world Spectral clustering of signed networks in moderately dense and sparse regimes
similarity	Cross-Geometric Framework for Complementarity-Driven Networks
Simmelian ties	To bridge or not to bridge, that is the question for innovative performance
Simple contagion	Deep learning of stochastic contagion dynamics on complex networks
Simple Path Algorithm	Percolation and Paths in Novel Spacetime Random Geometric Graphs
Simplicial Complex	Evolution of Coauthorship Networks In View of Simplicial Complex
simplicial complexes	Market structure evolution with network filtering approach Influence maximization in simplicial contagion
simrank projections	Structural and Semantic Impact of Online Collective Action
Simulation	The economic effect of the restriction by Japanese government under COVID-19 Simulating the emergence of hierarchy in faculty hiring networks A simple network model of COVID-19 spread in the presence of social distancing Information spreading about radiation on social media after the Fukushima Daiichi nuclear power plant accident Validation of opinion dynamics theory including both trust and distrust by polarity analysis of measured data of video comments
Simulation model exploration	A generative model for urban firm networks
simulations	Improving the robustness of online social networks: A simulation approach of network interventions
single cell technologies	Gene regulatory network remodeling in embryonic development trajectories
SIR	A Unified Framework for Spreading Dynamics on Temporal Networks Improving the efficiency of stochastic immunization via targeted network discovery
SIR model	Voluntary mobility and distancing measures decrease the spread of SARS-CoV2 in Mexico City On the generalisability of within household contact networks and impact on epidemic spread
SIS model	Cumulative Merging Percolation and the epidemic transition of the Susceptible-Infected-Susceptible model in networks Classification of link-breaking and link-creation updating rules in SIS epidemics on adaptive networks
Slow earthquakes	Uncovering complex characteristics of earthquake time series using complex network analysis
Small-World Networks	Signaling on Modular Hierarchical and Other Small-World Networks
social bots	Detection of Novel Social Bots in Twitter
social capital	Social capital in online environments: Effects of social structure on academic performance in an online university
social challenge	Social mobilization impeded by political polarization
social cognition	Locating differences in the implicit semantic networks of biomedical research
social contagion	Individual and collective encoding of risk in animal groups Forecasting Vaccine Refusal Rates by Modeling Social Contagion Dynamical processes and stability analysis in hypergraphs Social Contagion models on hypergraphs
social context	Persona2vec: A representations learning framework for network with pervasively overlapping communities
social coordination	Graceful navigation out of metastable states by humans in a coordination game
social coordination experiment	Graceful navigation out of metastable states by humans in a coordination game
social distancing	Impact of lockdown on COVID-19 epidemic in Île-de-France and possible exit strategies Evolution of Misinformation, Polarization, and Engagement in YouTube Social Networks: A Case Study of Public Health Interventions for COVID-19 A simple network model of COVID-19 spread in the presence of social distancing Using Facebook Colocation Maps to Measure Social Distancing and Parametrize Models of Disease Spread
Social diversity	The Social Roles of Cities in Mobility and Scientific Collaboration Networks
social grammar	Structural and Semantic Impact of Online Collective Action
social graph	Forecasting Vaccine Refusal Rates by Modeling Social Contagion
social influence	Optimizing Social Influence Notification policy in Exercise: A Field Experiment The role of geography in the complex diffusion of innovations Who Motivates More Workouts: Friends or Strangers? Will it spread? Quantifying the predictability of new product diffusion in social networks Distributed inference of multi-dimensional, homophilous communities for behavior prediction
Social interactions	How the ego perspective shapes the temporal motifs in human face to face interactions
social media	Analyzing Twitter semantic networks: two Italian case studies Uncovering Coordinated Networks on Social Media Immigration in the Italian public debate: dynamics of interaction on social media Structure and influence of disease discourse on Twitter Measuring Polarization in Topic-independent Network on Twitter Information spreading about radiation on social media after the Fukushima Daiichi nuclear power plant accident Early Detection of Labor Market Flows using Social Media Analysis BotSlayer: Real-time detection of manipulation of social media
social mobilization	Epidemic-driven conflict and conflict-driven epidemics Social mobilization impeded by political polarization
social network	Reinforcement communication learning in different social network structures Who Motivates More Workouts: Friends or Strangers? Cumulative effects of triadic closure and homophily in social networks Learning a Social Network from Text Data How social network algorithms can influence opinion polarization
social network algorithms	How social network algorithms can influence opinion polarization
social network analysis	Analyzing Twitter semantic networks: two Italian case studies An operational definition of collective identities in digital interaction networks. Theory and application CDlib: a Python Library to Extract, Compare and Evaluate Communities from Complex Networks Persona2vec: A representations learning framework for network with pervasively overlapping communities
Social Network Dynamics	Topical Alignment-based Meme Diffusion in Twitter
social networks	Positional and Dispositional Factors That Predict Who Commits Social Network Routing Errors and Who Learns From Them Spatial Clustering in Vaccination Hesitancy: Influence or Homophily? Optimizing Social Influence Notification policy in Exercise: A Field Experiment Patterns of social connections in urban space Influencing the dynamics of correlated opinions in the voter model on multiplex networks Gender diversity in collaboration networks and the online popularity of scientists Temporal Social Network Reconstruction Using Wireless Proximity Sensors: Model Selection and Consequences Going beyond communication intensity for estimating tie strengths in social networks Privacy and uniqueness of neighborhoods in social networks Hunter-gatherer multilevel sociality accelerates cumulative cultural evolution Selection of communication channels and the related sampling bias for mapping out the network of social interactions Beyond Fortune 500: Women in a Global Network of Directors Modeling echo chambers and polarization dynamics in social networks When do ranking algorithms reinforce, replicate, or weaken inequalities in directed social networks? Social capital in online environments: Effects of social structure on academic performance in an online university Competition of low and high quality information in online social media Using Temporal Co-Editing Networks to Understand Code-Ownership and Productivity in Software Teams
social networks analysis	The twitter explorer: A framework for observing Twitter through interactive networks Using Temporal Co-Editing Networks to Understand Code-Ownership and Productivity in Software Teams
Social Organization	Measuring Resilience of Social Organizations Using Entropy---A Temporal Case-Study from Open Source Software Development
social perspective	Communities in Data
Social Physics	COVID-19 Outbreak Week-by-Week Prediction
Social science	Identification of Similarities and Differences Between User Actions in an Online Game: The Case of Fantasy Premier League
social sciences	Quantifying Uncertainty in a Predictive Model for Popularity Dynamics
social sequence analysis	Network analysis and social sequence analysis. A methodological integration.
Social Simulation	Limits of Microscopic Simulations for Modeling Information Cascades
social systems	Mood Radicalization in Hyperconnected Social Networks
socio-ecological systems	Adapting extraction strategies in networks of bistable common-pool resources: intensity versus allocation
socio-economic data	Patterns of social connections in urban space
socio-technical system	Improving the robustness of online social networks: A simulation approach of network interventions
socio-technical systems	Collective phenomena in socio-technical systems: social bursts, manipulation and infodemics
Socioeconomic Differences	Gender differences in work-related mobility in Colombia
sociology	An operational definition of collective identities in digital interaction networks. Theory and application
Source detection	COVID-19 in Iran
sovereign bonds	A climate risk assessment of sovereign bonds
Spacetime	Percolation and Paths in Novel Spacetime Random Geometric Graphs
sparse	Antagonistic sparse complex systems show oscillatory dynamics
sparse data	What do co-occurrence networks actually tell us?
spatial diffusion	The role of geography in the complex diffusion of innovations
Spatial modular networks	Two percolation transitions in spatial modular networks
Spatial networks	Quantifying spatial heterogeneity through random walks on graphs with coloured nodes Efficiency and accesibility in urban pedestrian networks Contact network models matching the dynamics of the COVID-19 spreading
spatial transmission model	Mobility definition and resolution needed to inform predictive epidemic models for spatial transmission from mobile phone data
spatio-temporal data	gps2net - An Open Source Package to Extract Network Paths from GPS Log Data
spatio-temporal network	Addressing pecularities of the letter correspondence network of the European Reformation
spatio-temporal networks	The evolution of multilinks in a research innovation multiplex network
Spectra of random matrices	The impact of network reciprocity on the resilience of complex systems
Spectral abscissa	The impact of network reciprocity on the resilience of complex systems
Spectral analysis	Node Immunization with Non-backtracking Eigenvalues
Spectral centrality measures	Controlling PageRank Centralities: Sharp estimates in terms of personalization vectors
Spectral clustering	Spectral Clustering for Directed Networks Spectral clustering of signed networks in moderately dense and sparse regimes
spectral methods	Targeted Pandemic Containment Through Identifying Local Contact Network Bottlenecks Hierarchical community structure in networks
Spectral properties	Spectral signals of topological collapse in financial networks Spectral properties of the non-backtracking matrix in networks and its physical consequences
Spite	Preferential Interaction and the Emergence of Spite: Endogenous Correlation on an Evolving Network
Spread	A simple network model of COVID-19 spread in the presence of social distancing
Spread of information	The contagion of ideas: inferring the political orientations of Twitter accounts from their connections
spreading	Influence maximization in simplicial contagion Efficient limited-time reachability estimation in temporal networks
Spreading Dynamics	COVID-19 in Iran
spreading models	Dynamics imposes limits on detectability of network structures
spreading process	Sequential Seeding in Multilayer Networks
spreading process on networks	Inducing Percolation on complex systems
Spreading processes	Combinatorial approach to SI and SIR spreading processes Social Contagion models on hypergraphs The spreading of computer viruses on time-varying networks
Spreading Processes on Networks	Scalable Learning of Spreading Models on Networks
SpringRank	Dominance Hierarchy in the Network of Hockey Fighters
Stability	Climate risk and financial stability in the network of banks and investment funds Antagonistic sparse complex systems show oscillatory dynamics
stability analysis	Dynamical processes and stability analysis in hypergraphs Synchronization dynamics on non-normal networks
stable community	Functional relationships between generalized positive feedback loops determine the number of attractors in plant-pollinator interaction networks
start-ups	Capturing the trend in the IT industry via network analysis of company descriptions
Statistical	Thermodynamics disentangles conflicting notions of nestedness in ecological networks
Statistical inference	Latent Poisson models for networks with heterogeneous density Network Time Series Analysis with an Application to COVID-19 Reproduction Numbers Inferring higher-order co-occurrence patterns and simplicial complexes from presence/absence data Extracting hidden network from interacting system with graph neural network
Statistical Learning	Scalable Learning of Spreading Models on Networks
statistical models	Statistical models of social interaction
Statistical Physics	Spreading of localized attacks on spatial multiplex networks with a community structure
statistical validation	Networked structure of market members and high frequency trading
statistics	Blind Identification of Stochastic Block Models from Dynamical Observations
Steiner tree	Functional module detection through integration of single-cell RNA sequencing data with protein--protein interaction networks
STEM education	Using network science to understand student pathways in and through STEM education.
stochastic block model	Combining micro and macro generative models: Action-based stochastic block model Statistically significant assortative community detection Detectability of Macroscopic Structures in Directed Networks: a Stochastic Block Model Approach
stochastic block models	Multiobjective optimization of large-scale network structures
stochastic blockmodel	Blind Identification of Stochastic Block Models from Dynamical Observations
Stochastic dynamics	Social Contagion models on hypergraphs
stochastic process	Can a neural network learn arrow of time only from observed data?
Stochastic processes	Voter Models on the Two-Community Stochastic Block Model Impact of the distribution of recovery rates on disease spreading in complex networks Quantifying Uncertainty in a Predictive Model for Popularity Dynamics
Strong ties	Going beyond communication intensity for estimating tie strengths in social networks
Structural Analysis	Graphlet Evolution in Temporal Networks
Structural balance	Multilevel Structural Evaluation of Signed Directed Social Networks
structural heterogeneity	Simple as Degree Difference: Understanding structural heterogeneity in mixing patterns
structural virality	The science of sharing and the sharing of science: Diffusion of scientific articles across online platforms
Structure	Relating Structural and Dynamical Properties of Reaction Networks
Student pathways	Using network science to understand student pathways in and through STEM education.
subgraph isomorphism	Pairwise versus multiple global network alignment
submodularity	Optimal Intervention in Economic Networks using Influence Maximization Methods
supervised learning	A Generative Multi-Order Model to Predict Variable-Length Paths in Networks
Supply-chain	The economic effect of the restriction by Japanese government under COVID-19
Surprise	Detecting mesoscale structures by surprise
suspicious users	Uncovering Coordinated Networks on Social Media
sustainability	Impact of globalization on the resilience and sustainability of natural resources
sustainable development goals	Early Detection of Labor Market Flows using Social Media Analysis
Swarm robotics	Modelling opinion dynamics of an adaptive robot swarm
Symmetry	Topological Control of Sync Patterns: Trading Symmetry for Stability
Symmetry breaking	Probabilistic models on networks with loops
Synchronization	Collective dynamics of random Janus oscillator networks Topological Control of Sync Patterns: Trading Symmetry for Stability Synchronization of endogenous business cycles Dynamics of Janus Oscillators and Reductions on Complex Networks A threefold approach for reducing the dimension of dynamics on networks: An application to synchronization Synchronization in team pursuit race
synchronization dynamics	Synchronization dynamics on non-normal networks
synchronization transition	Synchronization in team pursuit race
Synonymous codon usage	A network science approach towards studying protein folding
system	Dru: Analysing Blockchain as a Complex Network
Systemic	Climate risk and financial stability in the network of banks and investment funds
systemic financial risk	Controlling systemic risk
systemic risk	Unstable by Design? Taming Systemic Risk in Endogenous Financial Networks The systemic dimension of counterparty risk Stress testing real-world holdings networks: correlated investments and the effects of rebalancing Systemic Risk Underestimation in Reconstructed Networks
systemic risk and economic networks	Inferring default cascades in financial systems
systems biology	Distinguishing and Controlling Cell Phenotype Using Gene Expression Functional module detection through integration of single-cell RNA sequencing data with protein--protein interaction networks A systematic evaluation of stopping criteria for network-based disease gene prediction algorithms Understanding Chemical-Genetic Interactions: Morphological screen of combined perturbations Robustness of microglial networks in Alzheimer’s disease
Systems Genetics	Understanding Chemical-Genetic Interactions: Morphological screen of combined perturbations
T
Target controllability	A step-wise criterion to determine target control centrality in the aging brain network
Targeted immunization	Improving the efficiency of stochastic immunization via targeted network discovery Node Immunization with Non-backtracking Eigenvalues
Targeted-attacks	Dependency-based targeted attacks in interdependent networks
team pursuit	Synchronization in team pursuit race
team science	Quantifying synergy in scientific collaboration
technological trends	Capturing the trend in the IT industry via network analysis of company descriptions
technology	Technological interdependencies predict innovation dynamics
technopolitics	An operational definition of collective identities in digital interaction networks. Theory and application
Temporal	A Unified Framework for Spreading Dynamics on Temporal Networks
temporal data	The variability of network structures inferred from time series data
temporal event graphs	Efficient limited-time reachability estimation in temporal networks
Temporal graphs	How the ego perspective shapes the temporal motifs in human face to face interactions
Temporal motifs	How the ego perspective shapes the temporal motifs in human face to face interactions
Temporal network	Representing social temporal networks The role of environmental changes in temporal networks Graphlet Evolution in Temporal Networks
Temporal network reconstruction	Temporal Social Network Reconstruction Using Wireless Proximity Sensors: Model Selection and Consequences
temporal networks	Dynamics-aware node embedding for temporal networks Sick-leave strategies and quarantines in epidemic spreading: a general formalism for adaptive activity-driven networks Flow stability for community detection in non-stationary temporal networks Non-neutral theory of competing SIS processes on temporal networks Gene regulatory network remodeling in embryonic development trajectories Efficient limited-time reachability estimation in temporal networks Burst-tree decomposition of time series reveals the structure of temporal correlations Dynamic core periphery structure of information sharing networks in the entorhinal cortex and hippocampus The spreading of computer viruses on time-varying networks Modeling echo chambers and polarization dynamics in social networks Temporal Network Motifs: Models, Limitations, Evaluation Maximum-entropy temporal networks: disentangling the role of static and dynamic node heterogeneity Predicting interactions in temporal networks Using Temporal Co-Editing Networks to Understand Code-Ownership and Productivity in Software Teams The cell cycle as a temporal network of protein interactions Structural Evolution of US Airline Networks Modeling social context improves role detection in Enron communication network
text analysis	Which cited papers are more important to a manuscript? Analysis of citation patterns in open access manuscripts Semantically-organized networks for the visualization of short texts
TFIDF	Capturing the trend in the IT industry via network analysis of company descriptions
the bipartite random graph model	How predictable are novel technological combinations?
thematic recommendations	Thematic recommendations on knowledge graphs using multilayer networks
theoretical ecology	Antagonistic sparse complex systems show oscillatory dynamics
theory	Efficient and fully Bayesian inference of complex networks from noisy data
Thermodynamics	Thermodynamics disentangles conflicting notions of nestedness in ecological networks
Threshold	A Unified Framework for Spreading Dynamics on Temporal Networks
Tie Strength	Going beyond communication intensity for estimating tie strengths in social networks
time delay embedding	Representing and visualizing the narrative of texts as complex networks
time series analysis	Burst-tree decomposition of time series reveals the structure of temporal correlations Network Time Series Analysis with an Application to COVID-19 Reproduction Numbers
time translation symmetry	Time translation symmetry breaking explains condensations in preferential attachment models
Time-dependent networks	A framework for the construction of generative models for mesoscale structure in multilayer networks
Time-evolving brain regions	Multilayer brain networks with time-evolving nodes and analyzing network motifs in them
Time-Series	Measuring Resilience of Social Organizations Using Entropy---A Temporal Case-Study from Open Source Software Development The variability of network structures inferred from time series data
Time-varying connectivity	Persistent homology segments time-varying brain states
Time-varying networks	Optimizing self-protective behaviors and confinement in epidemic models on temporal networks Modelling opinion dynamics of an adaptive robot swarm
TMFG	Market structure evolution with network filtering approach
toilet paper	The toilet paper issue during the COVID-19 crisis
Topic analysis	The landscape of the COVID-19 research: A neural embedding approach
Topic modelling	Double-edged sword narrative networks in climate change discourse on Reddit
Topological characterization	Inferring structural and functional information from neuronal patterns with quenched disorder
Topological data analysis	Persistent homology segments time-varying brain states
Topological Embedding	Market structure evolution with network filtering approach
Topological Sorting	Network Perspective on Peace Accords Implementation
trade credit	Predicting Risk of Default of Firms: Network Contagion via Trade Credit
traffic congestion	Traffic congestion reflects deviation of network dynamical backbones from design
Transaction Network	The Bitcoin Transaction Network as a Graph Database for Exploring and Mining Predicting Risk of Default of Firms: Network Contagion via Trade Credit
Transcriptional dysregulations	Analysis of single-cell RNA-seq data unveils a general stochastic transcriptional attribute of aging
transfer entropy	Deriving pairwise transfer entropy from network structure and motifs
transportation	How biases in urban mental representation affects human navigation
Transportation network	Impact of intervention measures on COVID-19 epidemic in Belgium
Transportation networks	Efficiency and accesibility in urban pedestrian networks
trees	Complex distributions emerging in filtering of patterns on networks
triadic closure	Cumulative effects of triadic closure and homophily in social networks
triangle inequality	Cross-Geometric Framework for Complementarity-Driven Networks Percolation and Paths in Novel Spacetime Random Geometric Graphs
trust	The fragility of opinion formation in a complex world
tumour microenvironment	A network perspective on macrophage phenotypes in the tumour microenvironment
Turing pattern formation	The role of modularity in self-organizing dynamics in biological networks
Twitter	Assessing the risks of “infodemics” in response to COVID-19 epidemics Relationship between ideology and language in the Catalan independence context Patterns of social connections in urban space The twitter explorer: A framework for observing Twitter through interactive networks Analyzing Twitter semantic networks: two Italian case studies Hidden Bias in Social Media The contagion of ideas: inferring the political orientations of Twitter accounts from their connections Measuring Polarization in Topic-independent Network on Twitter Information spreading about radiation on social media after the Fukushima Daiichi nuclear power plant accident Statistical models of social interaction What is going on Brazil? A Political Tale from Tweets Investigating Italian disinformation spreading on Twitter in the context of 2019 European elections
twitter network	The role of bot squads in the political propaganda on Twitter
Two-layer Network	Citations driven by social connections? A multi-layer representation of co-authorship networks
two-layer networks	A novel framework to capture the coevolution of opinions and decisions in complex networks
U
UN Security council	Alliance structure between UN Security Council members from debates
Uncertainty	Measuring network features under uncertainty
Uncertainty Quantification	The Effect of Uncertainty to Epidemic Behaviour in Cattle Trade A Case Study From Brazil
Universality	Universality in network dynamics Emergent regularities and scaling in armed conflict data
unobserved data	Addressing pecularities of the letter correspondence network of the European Reformation
unpopular norms	A novel framework to capture the coevolution of opinions and decisions in complex networks
unsupervised detection	Uncovering Coordinated Networks on Social Media
unsupervised learning	Statistical manifold embedding of directed graphs
urban	Disentangling activity-aware human flows reveals the hidden functional organization of urban systems How biases in urban mental representation affects human navigation
Urban firm networks	A generative model for urban firm networks
urban mobility	Patterns of social connections in urban space
urban science	Efficiency and accesibility in urban pedestrian networks Universal resilience patterns in labor markets
urban systems	Quantifying spatial heterogeneity through random walks on graphs with coloured nodes Hierarchical organization of urban mobility and its connection with city livability
Urbanization	Global urbanization and economic complexity
US Congress	Analyzing clusterability in signed networks of political collaboration
V
vaccine hesitancy	Spatial Clustering in Vaccination Hesitancy: Influence or Homophily? Forecasting Vaccine Refusal Rates by Modeling Social Contagion Beyond polarization: the structure of vaccine debate in France
Variance	Variance and covariance of distributions on networks
variational autoencoder	A functional connectivity generative model based on variational autoencoder
verbs	Structural and Semantic Impact of Online Collective Action
vertex embeddings	Attacking Embeddings to Counter Community Detection
viewership network	Assessing police topological efficiency in a major sting operation on the dark web
Virality	Limits of Microscopic Simulations for Modeling Information Cascades
virtual organizations	Social capital in online environments: Effects of social structure on academic performance in an online university
Virtual Reality	A Virtual Reality Platform for Exploring Large Networks
Visibility graph	Uncovering complex characteristics of earthquake time series using complex network analysis
Visual Analytics	DataDiVR – a virtual reality network visualization platform
Visual information processing	Innate representation of quantities in neural networks
visualization	Representing and visualizing the narrative of texts as complex networks Semantically-organized networks for the visualization of short texts DataDiVR – a virtual reality network visualization platform
volatility clustering	Continuous Time Random Walk with correlated waiting times. The crucial role of inter-trade times in volatility clustering
voronoi diagram	Community Detection in Weighted Directed Networks using Voronoi Partitioning
vote correlation	The Brazilian Chamber of Deputies as a complex network
voter model	Influencing the dynamics of correlated opinions in the voter model on multiplex networks
VR	DataDiVR – a virtual reality network visualization platform
W
Wavelet coherence	Persistent homology segments time-varying brain states
weighted directed networks	Community Detection in Weighted Directed Networks using Voronoi Partitioning
Weighted network inference	Bayesian inference of weighted graphs
who-to-follow	When do ranking algorithms reinforce, replicate, or weaken inequalities in directed social networks?
Whole-brain fMRI	Persistent homology segments time-varying brain states
Wikipedia	Statistical models of social interaction The interrelationship of knowledge structure across language groups in communal dataset
winner-takes-all	Time translation symmetry breaking explains condensations in preferential attachment models
Word Embedding	Immigration in the Italian public debate: dynamics of interaction on social media
word embeddings	Semantically-organized networks for the visualization of short texts
word network	Capturing the trend in the IT industry via network analysis of company descriptions
Work-related Mobility	Gender differences in work-related mobility in Colombia
World Trade Web	Global urbanization and economic complexity
Wrong-way risk	The systemic dimension of counterparty risk
Y
YouTube	Evolution of Misinformation, Polarization, and Engagement in YouTube Social Networks: A Case Study of Public Health Interventions for COVID-19
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​​​​​​Misinformation	Evolution of Misinformation, Polarization, and Engagement in YouTube Social Networks: A Case Study of Public Health Interventions for COVID-19