COMPLEX NETWORKS 2022: ELEVENTH INTERNATIONAL CONFERENCE ON COMPLEX NETWORKS & THEIR APPLICATIONS

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

A
ABCD model	Outliers in the ABCD Random Graph Model with Community Structure (ABCD+o) Modularity of the ABCD Random Graph Model with Community Structure
academics performance	Effects of online social capital on academic performance
Adaptive Network Model	An Adaptive Network Model Simulating the Effects of Different Culture Types and Leader Qualities on Mistake Handling and Organisational Learning
adaptive routing	Adaptive Routing Potential in Road Networks
Adjacent possible	The adjacent possible and the dynamics of meaning
Adjacent possible exploration	Socially-enhanced discovery processes
adversarial networks	Winner does not take all: contrasting centrality in adversarial networks
Affiliation	Switching In and Out of Sync: A Controlled Adaptive Network Model of Transition Dynamics in the Effects of Interpersonal Synchrony on Affiliation
affinity rule	Executive women’s networks: the affinity rule of social capital
agent based model	Paths for emergence of superspreaders in dengue fever spreading network
agent-based model	Does heterogeneity slow down the diffusion of new products? Modeling of Hardy-Weinberg Equilibrium using dynamic random networks in an ABM framework
Agent-based models	Networks for smoking dynamics
agent-based simulation	Bayesian Approach to Uncertainty Visualization of Heterogeneous Behaviors in Modeling Networked Anagram Games
Aggregate-network	Structural Cores and Problems of Vulnerability of Partially Overlapped Multilayer Networks
AI	Why AI is Harder Than We Think
Air transportation networks	COVID-19 Spreading Dynamics via Air Transportation Network: A Case Study in China
air transportation system	Analysis of the Structure and Dynamics of European Flight Networks
Alzheimer's disease	Functional alignments in brain connectivity networks
analysis	Does heterogeneity slow down the diffusion of new products?
anchor	Dynamic Local Community Detection with Anchors
animal dominance networks	Winner does not take all: contrasting centrality in adversarial networks
anomaly detection	Outlier mining in high-dimensional datasets based on Jensen-Shannon distances and graph structure analysis
Artificial Neural Networks	Fire Together, Wire Together? Does modular function result in modular structure in sparse deep neural networks?
Astroturfing	Manipulation during the French presidential campaign : Coordinated inauthentic behaviors and astroturfing analysis on text and images
Attributed Community Detection	Attribute-aware Community Events in Feature-rich Dynamic Networks
Attributed graphs	Distance Dependent Bayesian Community Detection
attributed networks	Learning Attribute Distributions Through Random Walks
Attributed temporal graph	Link prediction in blockchain online social networks with textual information
auralization	Can one hear the position of nodes?
Authenticated Data Structures	An analysis of Bitcoin dust through authenticated queries
average degree	Delta density: comparison of different sized networks irrespective of their size
B
Backbone	A stochastic approach for extracting community-based backbones
Backbone Filtering Techniques	Air transport network: A comparison of statistical backbone filtering techniques
balancing signed graph	A More Powerful Heuristic for Balancing An Unbalanced Graph
Barabasi Albert Model	A Biased Random Walk Scale-Free Network Growth Model with tunable Clustering
Bass model	Does heterogeneity slow down the diffusion of new products? Boundary effects in diffusion of new products
Bayesian inference	Building co-morbidity networks via Bayesian network reconstruction
Bayesian methods	Distance Dependent Bayesian Community Detection
Bayesian network reconstruction	Building co-morbidity networks via Bayesian network reconstruction
Bayesian statistics	Reconstructing degree distribution and triangle counts from edge-sampled graphs
bcms twitter	The Russian invasion of Ukraine through the lens of ex-Yugoslavian Twitter
Belief system dynamics	Opinion polarization as a natural consequence of beliefs being interrelated
Belief systems	Opinion polarization as a natural consequence of beliefs being interrelated
Beta Diversity	Role of network topology in between-community beta diversity on river networks
betweenness centrality	Estimating Peak-Hour Urban Traffic Congestion
Biaised Random Walk	A Biased Random Walk Scale-Free Network Growth Model with tunable Clustering
Bias	The Biased-Voter model: How persuasive a small group can be?
biased voter model	Fixation probability of switching networks
Biased-dependent interaction topology	The Biased-Voter model: How persuasive a small group can be?
bifurcation	In temporal networks correlation lags are informative of approaching bifurcations
Big data	Reaction impurity prediction using a data mining approach
Bio-inspired Reservoir Computing	Interplay between network structure and function in connectome-inspired Reservoir Computing
biobanks	Quantifying Biobank Impact
Biochemical Networks	Redundancy in the Structure and Dynamics of Complex Systems
Biocomputation	Evolutionary transitions: universality, complexity and predictability
Biological Data Integration	COMBO: A computational Framework to analyze RNA-Seq and Methylation data through heterogeneous multi-layer networks
Biology	Exploring Glioblastoma multiforme through Network Analysis highlights topologically critical nodes
biomedical	The orthoBackbone: an evolutionarily-conserved backbone of genetic networks
bipartite	Exploring shareability networks of probabilistic ride-pooling problems
Bipartite networks	Quantifying complexity and similarity of chess openings using online chess communities data Exploring topics in LDA models through Statistically Validated Networks: directed and undirected approaches Community Detection for Temporal Weighted Bipartite Networks
Bitcoin	An analysis of Bitcoin dust through authenticated queries Pattern Analysis of Money Flows in the Bitcoin Blockchain
Bitcoin trust networks	Winner does not take all: contrasting centrality in adversarial networks
Black Lives Matter	Will You Take the Knee? Italian Twitter Echo Chambers' Genesis during EURO 2020
Blockchain	An analysis of Bitcoin dust through authenticated queries
blockchain-based platforms	Disentangling the Growth of Web3 Blockchain-based Networks by Graph Evolution Rules
Boolean networks	Influence maximization in Boolean networks
boostrap	Gig economy and social network analysis: topology of inferred network
boundary effects	Boundary effects in diffusion of new products
Bounded confidence model	Is consensus robust against nodes removal in the Deffuant model during homophily scale-free growing?
bow-tie decomposition	Formation and Development of Echo Chambers on Twitter under the Pandemic
Brain	Multivariate Information Theory Uncovers Synergistic Subsystems of the Human Cerebral Cortex
brain connectivity	Quantifying High-Order Interactions in Complex Physiological Networks: a frequency-specific approach
Brain network	Persistent homology to analyse disruptions of functional and effective brain connectivity
Brain networks	Interplay between network structure and function in connectome-inspired Reservoir Computing
building blocks	Weighted network motifs as random walk patterns
C
C. elegans	From the connectome to action: emergent dynamics in a robotic model based on the connectome of the nematode C. elegans
Cancer	Exploring Glioblastoma multiforme through Network Analysis highlights topologically critical nodes
cardiac arrhythmia	Network theory as a novel tool to analyze cardiac arrhythmia
cardiovascular oscillations	Quantifying High-Order Interactions in Complex Physiological Networks: a frequency-specific approach
Career evolution	Gender and the influence of the department network in topic selection on early career faculty
Carrying Capacity	Ecological validation of soil food-web robustness for managed grasslands
Causal Analysis	Inferring Parsimonious Coupling Statistics in Nonlinear Dynamics with Variational Gaussian Processes
causal market graph	Networks of Causal Relationships in Financial Markets
CDAI	Real-world data in rheumatoid arthritis: patient similarity networks as a tool for clinical evaluation of disease activity
celullar automaton	Paths for emergence of superspreaders in dengue fever spreading network
centrality	Can one hear the position of nodes? Analyzing Community-aware Centrality Measures Using The Independent Cascade Model Classical and quantum random walks to identify leaders in criminal networks Winner does not take all: contrasting centrality in adversarial networks A community-aware ranking scheme to identify influential nodes in complex networks
Centrality Metrics	Analysis on the effects of graph perturbations on centrality metrics
Chaotic dynamics	Blending Machine Learning and mechanistic models to learn ecological time series
chemical embeddings	Network Structure vs Chemical Information in Drug-Drug Interaction Prediction
chemical oscillations	Non-monotonic transients to synchrony in Kuramoto networks and electrochemical oscillators
Chemistry	Graph Partitions in Chemistry
Chess openings	Quantifying complexity and similarity of chess openings using online chess communities data
Chimera states	Solitary, cluster and chimera states in globally coupled nonlinear oscillators Partial synchronization in neural networks: chimeras and beyond
citation network	The Structure of Interdisciplinary Science: Uncovering and Explaining Roles in Citation Graphs
Cities	Cities As Complex Neural Networks: A Case Study For House Price Estimation
city	Vector-based Pedestrian Navigation in Cities
Classical random walks	Classical and quantum random walks to identify leaders in criminal networks
Classification	Persistent homology to analyse disruptions of functional and effective brain connectivity
climate change
Clique tees
Cliques	Geometric Deep Learning graph pruning to speed-up the run-time of Maximum Clique Enumerarion algorithms
Closed pattern mining	Exploring and mining attributed sequences of interactions
cluster synchronization	Network Specialization: A Topological Mechanism for the Emergence of Cluster Synchronization
clustering	Analysis of the Structure and Dynamics of European Flight Networks Does modular function result in modular structure in sparse deep neural networks? What deep learning can bring to two decades of correlations, hierarchies, networks and clustering in financial markets
clustering coefficient	A Biased Random Walk Scale-Free Network Growth Model with tunable Clustering Excess closure in a multilayer population-scale social network
Co-morbidity	Building co-morbidity networks via Bayesian network reconstruction
co-mutation networks	Role of mitochondrial genetic interactions in determining adaptation to high altitude human population
cognitive modeling	Cognitive Cascades within Media Ecosystems: Simulating Fragmentation, Selective Exposure and Media Tactics to Investigate Polarization
Collective action	A Spinglass Model of Video Recorded Street Violence
Collective Network Effect	Evaluating network membership with an application to the European Research Programmes
communities	Network Specialization: A Topological Mechanism for the Emergence of Cluster Synchronization A network analysis of world trade structural changes (1996-2019)
Community Deception	Influence-based Community Deception
community decomposition	Formation and Development of Echo Chambers on Twitter under the Pandemic
community detection	Mainshock Identification by community detection techniques Detectability of hierarchical communities in networks On the Effectiveness of Using Link Weights and Link Direction for Community Detection in Multilayer Networks Attribute-aware Community Events in Feature-rich Dynamic Networks Quantifying complexity and similarity of chess openings using online chess communities data Understanding the Evolution of Reddit in Temporal Networks induced by User Activity The Unconstrained LFR Benchmark Structural biases in university rankings: a complex network approach to bridge the gap Hierarchical communities in complex networks Distance Dependent Bayesian Community Detection Territorial Development as an innovation driver: a complex network approach Community Detection using Moore-Shannon Network Reliability: Application to Food Networks Robustness and sensitivity of network-based topic detection Community Detection for Temporal Weighted Bipartite Networks Modeling Node Exposure for Community Detection in Networks Community Detection Supported by Node Embeddings (Searching For a Suitable Method) Outliers in the ABCD Random Graph Model with Community Structure (ABCD+o) HM-LDM: A Hybrid-Membership Latent Distance Model Modularity of the ABCD Random Graph Model with Community Structure
Community Hiding	Influence-based Community Deception
community recovery	Community recovery from temporal and real-valued network data
Community structure	Analyzing Community-aware Centrality Measures Using The Independent Cascade Model Political polarization: Persistent hatred or issue-dependent sidings? The metric backbone preserves community structure and is a primary transmission subgraph in contact networks A stochastic approach for extracting community-based backbones
community-aware ordering	A community-aware ranking scheme to identify influential nodes in complex networks
commuties detection	Vaccine hesitancy in Twitter (spanish language)
Competition	The effects of message sorting in the diffusion of information in online social media
Competitive Relationship	Understanding the Inter-Enterprise Competitive Relationship based on the Link Prediction Method: Experience from Z-Park
Competitiveness	Analysis of the competition among viral strains using a temporal interaction-driven contagion model
complex biological systems	An opinionated evaluation of where we are after a quarter century of complex networks
complex network	A Biased Random Walk Scale-Free Network Growth Model with tunable Clustering Node Classification Based on Non-symmetric Dependencies and Graph Neural Networks Gig economy and social network analysis: topology of inferred network Comparison of metrics for measuring the editor scatteredness and article complexity on Wikipedia Mean Hitting Time of Q-subdivision Complex Networks SignedS2V: structural embedding method for signed networks Extracting Metro Passenger Flow Predictors from Network’s Complex Characteristics
complex networks	The orthoBackbone: an evolutionarily-conserved backbone of genetic networks Robustness of Network Controllability with respect to Node Removals Air transport network: A comparison of statistical backbone filtering techniques Analysis of Oscillatory Time series using the Visibility Graph method Sandpiles in Networks with Variable Topology: reconnected 2D grid Analysis of the Structure and Dynamics of European Flight Networks Random Matrix Analysis of Multiplex Networks Role of mitochondrial genetic interactions in determining adaptation to high altitude human population The valuation of information by dynamic decentralised criticality measures in complex data flow networks Ensemble of Opinion Dynamics Models to Understand the Role of the Undecided about Vaccines Weighted network motifs as random walk patterns The metric backbone preserves community structure and is a primary transmission subgraph in contact networks Network theory as a novel tool to analyze cardiac arrhythmia Enabling Unmanned Aerial Vehicles Operations over Cities From time series to networks in R with the ts2net package Percolation in heterogeneous spatial networks with long-range interactions Decomposing networks of cross-correlations with q-MST: an example of cryptocurrency market Socially-enhanced discovery processes A Novel Reverse Engineering Approach for Gene Regulatory Networks. Inferring probabilistic Boolean networks from steady-state gene data samples Community Detection Supported by Node Embeddings (Searching For a Suitable Method) Winner does not take all: contrasting centrality in adversarial networks
complex social systems	An opinionated evaluation of where we are after a quarter century of complex networks
Complex systems	Robustness of Social Cohesion in Growing Groups Cities As Complex Neural Networks: A Case Study For House Price Estimation Unveiling the higher-order organization of multivariate time series From time series to networks in R with the ts2net package Investments in Robustness of Complex Systems: Algorithm Design Evolutionary transitions: universality, complexity and predictability
Complexity	Structural Cores and Problems of Vulnerability of Partially Overlapped Multilayer Networks Exploring the energy complexity nexus in the production space with network theory Multivariate permutation entropy via the Cartesian graph product to analyse two-phase flow Why AI is Harder Than We Think
computational economics	On the Empirical Association between Trade Network Complexity and Global Gross Domestic Product
Computational Science	The valuation of information by dynamic decentralised criticality measures in complex data flow networks
computational social network analysis
Computational social science	Manipulation during the French presidential campaign : Coordinated inauthentic behaviors and astroturfing analysis on text and images Cognitive Cascades within Media Ecosystems: Simulating Fragmentation, Selective Exposure and Media Tactics to Investigate Polarization Networked and Crowdsourced Response to Time-critical Threats Gender and the influence of the department network in topic selection on early career faculty
concept network	The adjacent possible and the dynamics of meaning
Configuration models	Random Hypergraph Models Preserving Degree Correlation and Local Clustering
Conflict	A Spinglass Model of Video Recorded Street Violence
conformism	Which sparrows are making a summer? The role of conformism and network structure in shaping cooperative behavior.
congestion	Estimating Peak-Hour Urban Traffic Congestion
Connectivity structure	Statistical network similarity
Connectome	From the connectome to action: emergent dynamics in a robotic model based on the connectome of the nematode C. elegans
consensus clustering	Consensus clustering using projective distance between partitions
consensus matrix	Consensus clustering using projective distance between partitions
Consumer Behavior	Analyzing the commentator network within the French YouTube Environment
continuously changing degree distributions	Optimal network robustness in continuously changing degree distributions
Control	A technique for inducing multiconsensus exploiting network symmetries in multi-agent systems Influence maximization in Boolean networks
controllability	Robustness of Network Controllability with respect to Node Removals
Controlled Adaptive Network Model	Switching In and Out of Sync: A Controlled Adaptive Network Model of Transition Dynamics in the Effects of Interpersonal Synchrony on Affiliation
Controlling	Edge-snapping in complex networks with limited resources
Cooperation	Friendship Modulates Hierarchical Relations in Public Elementary Schools A Spinglass Model of Video Recorded Street Violence
COPULA	Shedding a light on the ESG risk factor: a multiplex approach
Core graphs	Exploring and mining attributed sequences of interactions
Core-Periphery Communities	Structure of Core-Periphery Communities
corporate control	The Flow of Corporate Control in the Global Ownership Network
corporate performance	Network Topologies of Corporate Organization Charts and Their Correlation with Corporate Performance
correlation	In temporal networks correlation lags are informative of approaching bifurcations
Correlation metrics	A Network-based Approach for Inferring Thresholds in Co-expression Networks
correlation network	Detecting Global Community Structure in a COVID-19 Activity Correlation Network
Correlation Networks	Correlation Networks measure Technology Evolution on Stack Overflow
Correlation tensor spectra	Correlation tensor spectra of XRP transaction networks
correlations	What deep learning can bring to two decades of correlations, hierarchies, networks and clustering in financial markets
Country income	Centrality in the Macroeconomic Multi-Network Explains the Spatio-Temporal Evolution of Country Per-Capita Income
Coupled urns	Socially-enhanced discovery processes
cover time	The distribution of cover times of random walks on random regular graphs
COVID-19	Methods Evaluation - Missing Data in Age-stratified Contacts Predictions COVID-19 Spreading Dynamics via Air Transportation Network: A Case Study in China The Evolution of the Covid-19 Vaccine Debate on Twitter COVID-19 impact on international trade Analysis of the competition among viral strains using a temporal interaction-driven contagion model Detecting Global Community Structure in a COVID-19 Activity Correlation Network
criminal networks	Classical and quantum random walks to identify leaders in criminal networks
Critical transition	Ecological Networks and State Shifts in the Earth’s Biosphere
Criticality	The valuation of information by dynamic decentralised criticality measures in complex data flow networks
cross-correlations	Decomposing networks of cross-correlations with q-MST: an example of cryptocurrency market
Crowds	Networked and Crowdsourced Response to Time-critical Threats
cryptocurrency market	Decomposing networks of cross-correlations with q-MST: an example of cryptocurrency market
cut set	Exact solution of heterogeneous Markovian SI epidemics on networks
cybersecurity	Multilayer Block Models for Exploratory Analysis of Computer Event Logs
D
DAS28	Real-world data in rheumatoid arthritis: patient similarity networks as a tool for clinical evaluation of disease activity
Data mining	Reaction impurity prediction using a data mining approach
data science	Gradual Network Sparsification and Georeferencing for Location-Aware Event Detection in Microblogging Services A Path-Based Approach to Analyzing the Global Liner Shipping Network
Data Science for Social Good	Structural biases in university rankings: a complex network approach to bridge the gap
Decentralised Computation	The valuation of information by dynamic decentralised criticality measures in complex data flow networks
decentralization	Optimizing robustness of modular networks based on reinforced nodes
Decentralized Finance	Systemic Risk in Decentralized Finance (DeFi)
Decision Tree	Fire Together, Wire Together?
Declustering	Mainshock Identification by community detection techniques
deep learning	Can one hear the position of nodes? What deep learning can bring to two decades of correlations, hierarchies, networks and clustering in financial markets
DeFi ecosystem	Systemic Risk in Decentralized Finance (DeFi)
degree distribution	Methods Evaluation - Missing Data in Age-stratified Contacts Predictions
delta density	Delta density: comparison of different sized networks irrespective of their size
demography	Excess closure in a multilayer population-scale social network
Dense Subgraph Discovery	Integrating Temporal Graphs via Dual Networks: Dense Graph Discovery
detectability	Detectability of hierarchical communities in networks
Different Culture Types	An Adaptive Network Model Simulating the Effects of Different Culture Types and Leader Qualities on Mistake Handling and Organisational Learning
diffusion	Can one hear the position of nodes? Sometimes Less is More: When Aggregating Networks Masks Effects Information diffusion in trading networks Modelling Information Diffusion in Social Media: Data-Driven Observations
Diffusion & Epidemics	Stochastic approximation of Adaptive Voter models
diffusion in networks	Does heterogeneity slow down the diffusion of new products? Boundary effects in diffusion of new products
Diffusion Model	Analyzing Community-aware Centrality Measures Using The Independent Cascade Model
diffusion of new products	Boundary effects in diffusion of new products
dimension reduction	Model-independent hyperbolic embedding of directed networks
directed network	Model-independent hyperbolic embedding of directed networks
Directed networks	The distance backbone of directed networks
Directed Percolation	Directed percolation in temporal networks
Dirichlet Hawkes process	Properties of Reddit News Topical Interactions
discrete and continuous attributes	Learning Attribute Distributions Through Random Walks
discrete models	Does heterogeneity slow down the diffusion of new products?
Discrete-event Simulation	The valuation of information by dynamic decentralised criticality measures in complex data flow networks
discretisation	Inferring probabilistic Boolean networks from steady-state gene data samples
disease activity	Real-world data in rheumatoid arthritis: patient similarity networks as a tool for clinical evaluation of disease activity
Disease Networks	Building co-morbidity networks via Bayesian network reconstruction
Disinformation	Manipulation during the French presidential campaign : Coordinated inauthentic behaviors and astroturfing analysis on text and images Users susceptibility in online social media
Distances	Statistical network similarity
diversity	The impact of diversity on group performance
Double-Threshold Models	Double-Threshold Models for Network Influence Propagation
Drone networks	The Frechet distribution in drone networks
Droneways	Enabling Unmanned Aerial Vehicles Operations over Cities
Drosophila melanogaster	Dynamics of Drosophila melanogaster social interaction networks
drug seizure	Drug Trafficking in Relation to Global Shipping Network
drug trafficking	Drug Trafficking in Relation to Global Shipping Network
drug-drug interaction prediction	Network Structure vs Chemical Information in Drug-Drug Interaction Prediction
DrugBank	Network Structure vs Chemical Information in Drug-Drug Interaction Prediction
Duplication-Divergence model	Using the Duplication-Divergence Network Model to Predict Protein-Protein Interactions
dynamic	Dynamic Local Community Detection with Anchors
Dynamic Community Detection	Attribute-aware Community Events in Feature-rich Dynamic Networks
Dynamic network	Epidemic evolution in a dynamic multilayer network to study the spread of antibiotic resistance
Dynamic networks	Attributed Stream-Hypernetwork analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit
dynamic random networks	Modeling of Hardy-Weinberg Equilibrium using dynamic random networks in an ABM framework
Dynamic Systems	The valuation of information by dynamic decentralised criticality measures in complex data flow networks
Dynamical models	Assessing the Role of Influencers in Tweet Propagation
Dynamical networks	Universality and phase transitions in contracting networks
Dynamical processes on networks	Socially-enhanced discovery processes
Dynamical systems	N-actors conflict model on scale-free networks A technique for inducing multiconsensus exploiting network symmetries in multi-agent systems Inferring Parsimonious Coupling Statistics in Nonlinear Dynamics with Variational Gaussian Processes
Dynamics	COVID-19 Spreading Dynamics via Air Transportation Network: A Case Study in China Redundancy in the Structure and Dynamics of Complex Systems Inferring probabilistic Boolean networks from steady-state gene data samples
dynamics on networks	Interspecific competition affects the structural stability of mutualistic networks Early warning signals of multistage state transitions on complex networks
Dynamics on/of Networks	Stochastic approximation of Adaptive Voter models
E
early warning signal	In temporal networks correlation lags are informative of approaching bifurcations
early warning signals	Early warning signals of multistage state transitions on complex networks
Earthquake	Mainshock Identification by community detection techniques
echo chamber	Formation and Development of Echo Chambers on Twitter under the Pandemic
Echo chambers	Will You Take the Knee? Italian Twitter Echo Chambers' Genesis during EURO 2020 Opening up echo chambers via optimal content recommendation
Ecological network	Ecological Networks and State Shifts in the Earth’s Biosphere
ecological network analysis	Adaptive Routing Potential in Road Networks
Ecological Networks	Ecological validation of soil food-web robustness for managed grasslands
Ecology	Interspecific competition affects the structural stability of mutualistic networks
economic clusters	Graph clustering of large trade network: case study of Russian wood industry
economic complexity	Exploring the energy complexity nexus in the production space with network theory
Economic complexity index	Relatedness, complexity, and growth: The relevance of the value-added approach in CEE countries
economic crisis	Social Networks in Times of Turkey’s Currency Crisis
Economic growth	Relatedness, complexity, and growth: The relevance of the value-added approach in CEE countries
economic network	Application of Non-negative Matrix and Tensor Factorizations to Money Flows in Economic Networks
Economic Networks	The Price of a Skill: Why the Value of a Skill Depends on its “Neighbours”
economical networks	COVID-19 impact on international trade
Ecosystems	Blending Machine Learning and mechanistic models to learn ecological time series
Edge Embeddings	Using the Duplication-Divergence Network Model to Predict Protein-Protein Interactions
Edge Separator	The vertex-edge separator transformation problem in network dismantling
Education	Lexical networks constructed to correspond students’ short written responses: A quantum semantic approach
EEG	Functional alignments in brain connectivity networks
Effective Connectivity	Persistent homology to analyse disruptions of functional and effective brain connectivity
effective resistance	Incremental computation of effective graph resistance for improving robustness of complex networks: a comparative study
Ego-centric networks	Uniformly Scattering Neighboring Nodes of an Ego-centric Network on a Spherical Surface for Better Network Visualization
eigenvalues	Exact solution of heterogeneous Markovian SI epidemics on networks
Eigenvector centrality	Centrality in the Macroeconomic Multi-Network Explains the Spatio-Temporal Evolution of Country Per-Capita Income
eigenvector embedding	Functional alignments in brain connectivity networks
elections	Opening up echo chambers via optimal content recommendation
electrification of demand	Understanding sectoral integration in energy systems through complex network analysis
electrochemistry	Non-monotonic transients to synchrony in Kuramoto networks and electrochemical oscillators
Electroencephalography	Persistent homology to analyse disruptions of functional and effective brain connectivity
electrophysiology	Network theory as a novel tool to analyze cardiac arrhythmia
embedding	Model-independent hyperbolic embedding of directed networks
emergent properties	Detecting network hyper-motifs in real networks and their emergent properties
energy systems	Understanding sectoral integration in energy systems through complex network analysis
ENMON Model	Understanding the Inter-Enterprise Competitive Relationship based on the Link Prediction Method: Experience from Z-Park
Entropy metrics	Multivariate permutation entropy via the Cartesian graph product to analyse two-phase flow
Environmental collapse	Ecological Networks and State Shifts in the Earth’s Biosphere
Epidemic	The Hyperbolic Geometric Block Model and Networks with Latent and Explicit Geometries
epidemic activity	Detecting Global Community Structure in a COVID-19 Activity Correlation Network
Epidemic Intelligence	Inferring the transmission dynamics of Avian Influenza from news and environmental data
Epidemic Modeling	Birth-Death Processes Reproduce the Epidemic Footprint
epidemic models	Overcoming vaccine hesitancy by multiplex social network targeting
Epidemic Spreading	Paths for emergence of superspreaders in dengue fever spreading network Structural Cores and Problems of Vulnerability of Partially Overlapped Multilayer Networks
epidemics	The metric backbone preserves community structure and is a primary transmission subgraph in contact networks
Epidemics on network	Epidemic evolution in a dynamic multilayer network to study the spread of antibiotic resistance
Equality and Mobility	Delving into Individual Interactions in the IETF Time Evolving Social Graph
equitable partition	Network Specialization: A Topological Mechanism for the Emergence of Cluster Synchronization
Equitable Partitions	Graph Partitions in Chemistry
Equity	Structural biases in university rankings: a complex network approach to bridge the gap
Equity-oriented rankings	Territorial Development as an innovation driver: a complex network approach
ERGM	Network structures of a centralised and a decentralized market. A direct comparison
ESG	Shedding a light on the ESG risk factor: a multiplex approach
Euclidean space	Model-independent hyperbolic embedding of directed networks Node Vector Distances: Methods and Applications
European projects	Evaluating network membership with an application to the European Research Programmes
event detection	Gradual Network Sparsification and Georeferencing for Location-Aware Event Detection in Microblogging Services
evolution profile	Disentangling the Growth of Web3 Blockchain-based Networks by Graph Evolution Rules
evolutionary dynamics	Fixation probability of switching networks
Evolutionary Mechanism	Understanding the Inter-Enterprise Competitive Relationship based on the Link Prediction Method: Experience from Z-Park
Evolving networks	Topological-temporal properties of evolving high order networks
Experimental game theory	Friendship Modulates Hierarchical Relations in Public Elementary Schools
explainable artificial intelligence	The Structure of Interdisciplinary Science: Uncovering and Explaining Roles in Citation Graphs
Explosive Percolation	The vertex-edge separator transformation problem in network dismantling Optimal bond percolation in networks by a fast-decycling framework
Extensive Chaos	Solitary, cluster and chimera states in globally coupled nonlinear oscillators
F
Feature-rich networks	Attributed Stream-Hypernetwork analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit
feedback vertex set	Optimal network robustness in continuously changing degree distributions
Finance	Statistical inference of lead-lag between asynchronous time series from p-values of transfer entropy at various timescales
Financial network	Centrality in the Macroeconomic Multi-Network Explains the Spatio-Temporal Evolution of Country Per-Capita Income
Financial Networks	Systemic Risk in Decentralized Finance (DeFi)
Flexibility	Aberrant change in brain network flexibility during the performance of Theory of Mind task in schizophrenia patients
Floquet exponent	Floquet Theory for Spreading Dynamics over Periodically Switching Networks
flow estimation	Estimation of flow trajectories in a multi-lines network
fMRI	Aberrant change in brain network flexibility during the performance of Theory of Mind task in schizophrenia patients Multivariate Information Theory Uncovers Synergistic Subsystems of the Human Cerebral Cortex Revealing Beyond-Pairwise Functional Connectivity Structure via Multivariate Entropy Decomposition of Human Neuroimaging Data Functional alignments in brain connectivity networks
Food Network	The Global Network of Embodied Nitrogen Flows - Across Countries and Sectors
Food networks	Community Detection using Moore-Shannon Network Reliability: Application to Food Networks
Foursquare data	Disentangling activity-aware human flows reveals the hidden functional organization of urban systems
Frechet distribution	The Frechet distribution in drone networks
friedman-nemenyi	The Unconstrained LFR Benchmark
Friendship	Friendship Modulates Hierarchical Relations in Public Elementary Schools
Functional Connectivity	Persistent homology to analyse disruptions of functional and effective brain connectivity Multivariate Information Theory Uncovers Synergistic Subsystems of the Human Cerebral Cortex Revealing Beyond-Pairwise Functional Connectivity Structure via Multivariate Entropy Decomposition of Human Neuroimaging Data Functional alignments in brain connectivity networks
Functional Magnetic Resonance Imaging	Persistent homology to analyse disruptions of functional and effective brain connectivity
Future of Work	The Price of a Skill: Why the Value of a Skill Depends on its “Neighbours”
G
game theory	The Flow of Corporate Control in the Global Ownership Network
Game-Theoretic Model	Structure of Core-Periphery Communities
gender	Executive women’s networks: the affinity rule of social capital
Gender differences	Gender and the influence of the department network in topic selection on early career faculty
Gene co-expression network	A Network-based Approach for Inferring Thresholds in Co-expression Networks
gene co-expression networks	The sample size value in Network Medicine: an application of gene co-expression networks
Gene function prediction	A Network-based Approach for Inferring Thresholds in Co-expression Networks
gene regulatory networks	A Novel Reverse Engineering Approach for Gene Regulatory Networks.
genetic algorithms	Incremental computation of effective graph resistance for improving robustness of complex networks: a comparative study
Geographical networks	Cities As Complex Neural Networks: A Case Study For House Price Estimation
Geometric Deep Learning	Geometric Deep Learning graph pruning to speed-up the run-time of Maximum Clique Enumerarion algorithms
georeferencing	Gradual Network Sparsification and Georeferencing for Location-Aware Event Detection in Microblogging Services
gig economy	Gig economy and social network analysis: topology of inferred network
Global behaviour	Maximum information entropy production for network dynamics modelling
global community structure	Detecting Global Community Structure in a COVID-19 Activity Correlation Network
Global Demand Dependency	Measuring the Importance of Industrial Sectors based on Biased Random Walk Algorithm: Industrially Eco-nomic Impact of Trump Administration's Trade Policy toward China
global economic growth	On the Empirical Association between Trade Network Complexity and Global Gross Domestic Product
Global Embodied Nitrogen Flows	The Global Network of Embodied Nitrogen Flows - Across Countries and Sectors
Global Embodied Nitrogen Network	The Global Network of Embodied Nitrogen Flows - Across Countries and Sectors
Global Industrial Influ-ence	Measuring the Importance of Industrial Sectors based on Biased Random Walk Algorithm: Industrially Eco-nomic Impact of Trump Administration's Trade Policy toward China
global maritime shipping	A Path-Based Approach to Analyzing the Global Liner Shipping Network
global trade	On the Empirical Association between Trade Network Complexity and Global Gross Domestic Product
Global Value Chain	Measuring the Importance of Industrial Sectors based on Biased Random Walk Algorithm: Industrially Eco-nomic Impact of Trump Administration's Trade Policy toward China
Global value chains	Relatedness, complexity, and growth: The relevance of the value-added approach in CEE countries
globalization	The Flow of Corporate Control in the Global Ownership Network
Google matrix	COVID-19 impact on international trade
GPUs	Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning
Granger causality	Networks of Causal Relationships in Financial Markets
Graph Algorithms	Integrating Temporal Graphs via Dual Networks: Dense Graph Discovery
Graph Analysis	Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning
graph clustering	Graph clustering of large trade network: case study of Russian wood industry
Graph comparisons	Statistical network similarity
Graph Database	COMBO: A computational Framework to analyze RNA-Seq and Methylation data through heterogeneous multi-layer networks
graph embedding	Multidimensional online American politics: Mining emergent social cleavages in social graphs Pattern Analysis of Money Flows in the Bitcoin Blockchain
Graph Embeddings	Structural analysis of SARS-CoV-2 Spike Protein variants through Graph Embedding.
graph evolution mining	Disentangling the Growth of Web3 Blockchain-based Networks by Graph Evolution Rules
graph evolution rule	Disentangling the Growth of Web3 Blockchain-based Networks by Graph Evolution Rules
graph generation	Correcting Output Distributions in Chung-Lu Random Graph Generation
Graph mining	From time series to networks in R with the ts2net package
Graph Minining	Integrating Temporal Graphs via Dual Networks: Dense Graph Discovery
Graph model	The Hyperbolic Geometric Block Model and Networks with Latent and Explicit Geometries
graph neural network	Dynamic transition graph for estimating the predictability of financial and economical processes.
graph neural network (GNN)	Node Classification Based on Non-symmetric Dependencies and Graph Neural Networks
Graph neural networks	Link prediction in blockchain online social networks with textual information
Graph Partition	The vertex-edge separator transformation problem in network dismantling
graph percolation	Outlier mining in high-dimensional datasets based on Jensen-Shannon distances and graph structure analysis
Graph Representation Learning	HM-LDM: A Hybrid-Membership Latent Distance Model
Graph Robustness	Analysis on the effects of graph perturbations on centrality metrics
graph signal processing	AutoGF: Runtime Graph Filter Tuning for Community Node Ranking
Graph signals	Multivariate permutation entropy via the Cartesian graph product to analyse two-phase flow
graph spectra	Incremental computation of effective graph resistance for improving robustness of complex networks: a comparative study
Graph Summarization	Air transport network: A comparison of statistical backbone filtering techniques
graph theory	Correcting Output Distributions in Chung-Lu Random Graph Generation A More Powerful Heuristic for Balancing An Unbalanced Graph
graph topological features	Network Structure vs Chemical Information in Drug-Drug Interaction Prediction
Graphs	Enabling Unmanned Aerial Vehicles Operations over Cities
green economy	Green Sector Space: The evolution and capabilities spillover of economic green sectors in the United States
green growth	Green Sector Space: The evolution and capabilities spillover of economic green sectors in the United States
group behaviors	Social Networks in Times of Turkey’s Currency Crisis
Group formation	Robustness of Social Cohesion in Growing Groups
group performance	The impact of diversity on group performance
H
Hardy-Weinberg Equilibrium	Modeling of Hardy-Weinberg Equilibrium using dynamic random networks in an ABM framework
Hebb's Principle	Fire Together, Wire Together?
Helmholtz-Hodge decomposition	Formation and Development of Echo Chambers on Twitter under the Pandemic
herd immunity	Influence of heterogeneous age-group contact patterns on critical vaccination rates for herd immunity to SARS-CoV-2
HETCN Model	Measuring the Stability of Technical Cooperation Network Based on the Nested Structure Theory
heterogeneity	Does heterogeneity slow down the diffusion of new products?
Heterogeneous Complex networks	The Biased-Voter model: How persuasive a small group can be?
heterogeneous contact patterns	Influence of heterogeneous age-group contact patterns on critical vaccination rates for herd immunity to SARS-CoV-2
Heterogeneous Networks	Using knowledge graphs to detect partisanship in online political discourse
heuristic algorithm	A More Powerful Heuristic for Balancing An Unbalanced Graph
Hierarchical multi-label classification	A Network-based Approach for Inferring Thresholds in Co-expression Networks
Hierarchies	Detectability of hierarchical communities in networks Hierarchical communities in complex networks
Hierarchy	Delving into Individual Interactions in the IETF Time Evolving Social Graph
High order networks	Topological-temporal properties of evolving high order networks
high order phenomena	Low-order descriptors of high-order dependencies
high-altitude	Role of mitochondrial genetic interactions in determining adaptation to high altitude human population
High-order networks	Attributed Stream-Hypernetwork analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit
Higher Order Interactions	Revealing Beyond-Pairwise Functional Connectivity Structure via Multivariate Entropy Decomposition of Human Neuroimaging Data
Higher order networks
Higher-order correlations	Unveiling the higher-order organization of multivariate time series
Higher-order interaction	Multivariate Information Theory Uncovers Synergistic Subsystems of the Human Cerebral Cortex Analyzing Configuration Transitions Associated with Higher-Order Link Occurrences in Networks of Cooking Ingredients
higher-order networks	A Path-Based Approach to Analyzing the Global Liner Shipping Network
hitting time	Mean Hitting Time of Q-subdivision Complex Networks
homophily	Executive women’s networks: the affinity rule of social capital Attributed Stream-Hypernetwork analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit Extremists of a Feather: Homophily in Violent Extremist Networks Generalizing Homophily to Simplicial Complexes Learning Attribute Distributions Through Random Walks
Homophily networks	Is consensus robust against nodes removal in the Deffuant model during homophily scale-free growing?
Human Interactome	Using the Duplication-Divergence Network Model to Predict Protein-Protein Interactions
Human navigation	Random walk for generalization in goal-directed human navigation on Wikipedia
Hyperbolic graph	The Hyperbolic Geometric Block Model and Networks with Latent and Explicit Geometries
Hyperbolic networks	The extremely modular structure of growing hyperbolic networks
hyperbolic space	Model-independent hyperbolic embedding of directed networks
hypergraphs	An information-theoretic approach to hypergraph psychometrics Random Hypergraph Models Preserving Degree Correlation and Local Clustering
I
ideological scaling	Multidimensional online American politics: Mining emergent social cleavages in social graphs
ideologies	Multidimensional online American politics: Mining emergent social cleavages in social graphs
IETF	Delving into Individual Interactions in the IETF Time Evolving Social Graph
image analysis	Network Topologies of Corporate Organization Charts and Their Correlation with Corporate Performance
Impurity prediction	Reaction impurity prediction using a data mining approach
incentive	Which sparrows are making a summer? The role of conformism and network structure in shaping cooperative behavior.
Independent Cascade Model	Analyzing Community-aware Centrality Measures Using The Independent Cascade Model
individual credit reporting	The way to webify the financial system in China--from individual credit reporting
individual fairness	Individual Fairness for Social Media Influencers
infection networks	Paths for emergence of superspreaders in dengue fever spreading network
Infectivity	Analysis of the competition among viral strains using a temporal interaction-driven contagion model
infinitesimal generator	Exact solution of heterogeneous Markovian SI epidemics on networks
Influence	Social Networks in Times of Turkey’s Currency Crisis Influence-based Community Deception
Influence maximization	Influence maximization in Boolean networks Overcoming vaccine hesitancy by multiplex social network targeting
Influence Propagation	Double-Threshold Models for Network Influence Propagation
Influence spreading	Assessing the Role of Influencers in Tweet Propagation
Influential Nodes	Analyzing Community-aware Centrality Measures Using The Independent Cascade Model
infodemics	The Evolution of the Covid-19 Vaccine Debate on Twitter
informal social network	Gig economy and social network analysis: topology of inferred network
information cascade
information dynamics	Quantifying High-Order Interactions in Complex Physiological Networks: a frequency-specific approach
Information Gain	Fire Together, Wire Together?
Information Load	The effects of message sorting in the diffusion of information in online social media
Information Processing	Network motifs of the human temporal cortex and their computational implications
Information spread	Properties of Reddit News Topical Interactions
Information theory	Multivariate Information Theory Uncovers Synergistic Subsystems of the Human Cerebral Cortex Revealing Beyond-Pairwise Functional Connectivity Structure via Multivariate Entropy Decomposition of Human Neuroimaging Data Low-order descriptors of high-order dependencies An information-theoretic approach to hypergraph psychometrics Maximum information entropy production for network dynamics modelling
Innovation ecosystems	Territorial Development as an innovation driver: a complex network approach
Intelligent Diagnostic Methodologies	The valuation of information by dynamic decentralised criticality measures in complex data flow networks
Interacting discovery processes	Socially-enhanced discovery processes
Interaction	Properties of Reddit News Topical Interactions
Interaction-driven model	Analysis of the competition among viral strains using a temporal interaction-driven contagion model
interdependent networks	Network Science and Applications
Intergration	Disentangling activity-aware human flows reveals the hidden functional organization of urban systems
International relations	Centrality in the Macroeconomic Multi-Network Explains the Spatio-Temporal Evolution of Country Per-Capita Income
international trade	COVID-19 impact on international trade
International trade network	Regional Trade Network of the EU27 for Medical Products in the Fight against the Pandemic: Policy Implications for Self Sufficiency in Critical Inputs
Interpersonal Synchrony	Switching In and Out of Sync: A Controlled Adaptive Network Model of Transition Dynamics in the Effects of Interpersonal Synchrony on Affiliation
Interpretability	Does modular function result in modular structure in sparse deep neural networks?
interpretable inference	Bayesian Approach to Uncertainty Visualization of Heterogeneous Behaviors in Modeling Networked Anagram Games
Interspecific competition	Interspecific competition affects the structural stability of mutualistic networks
Intersystem Interactions	Structural Cores and Problems of Vulnerability of Partially Overlapped Multilayer Networks
Isomorphism	Statistical network similarity
iterative proportional fitting	Estimation of flow trajectories in a multi-lines network
K
k-core	Networks of Causal Relationships in Financial Markets
k-means	Consensus clustering using projective distance between partitions
knowledge	The adjacent possible and the dynamics of meaning
Knowledge graphs	Using knowledge graphs to detect partisanship in online political discourse
Knowledge modelling	A simple model of knowledge scaffolding
Knowledge organisation	A simple model of knowledge scaffolding
Knowledge visualisation	A simple model of knowledge scaffolding
Kuramoto model	Non-monotonic transients to synchrony in Kuramoto networks and electrochemical oscillators
L
Large Scale Multi-agent Systems	The valuation of information by dynamic decentralised criticality measures in complex data flow networks
Lasso-based inference	Building Differential Co-expression Networks with Variable Selection and Regularization
Latent Space Modeling	HM-LDM: A Hybrid-Membership Latent Distance Model
latent variable models	Modeling Node Exposure for Community Detection in Networks
law and complexity	Law and Success: A Complexity Perspective
law and success	Law and Success: A Complexity Perspective
Layered Networks	Noise Transmission in Layered Complex Networks
Leader Qualities	An Adaptive Network Model Simulating the Effects of Different Culture Types and Leader Qualities on Mistake Handling and Organisational Learning
Learner model	A simple model of knowledge scaffolding
learning distributions	Learning Attribute Distributions Through Random Walks
legal policy	Law and Success: A Complexity Perspective
Levy Flights	Percolation in heterogeneous spatial networks with long-range interactions
Lexical networks	Lexical networks constructed to correspond students’ short written responses: A quantum semantic approach
lfr benchmark	The Unconstrained LFR Benchmark
Life-cycle community	Attribute-aware Community Events in Feature-rich Dynamic Networks
Liking	Switching In and Out of Sync: A Controlled Adaptive Network Model of Transition Dynamics in the Effects of Interpersonal Synchrony on Affiliation
Limited attention	The effects of message sorting in the diffusion of information in online social media
Linear regression model	Extracting Metro Passenger Flow Predictors from Network’s Complex Characteristics
Link Density	The Frechet distribution in drone networks
Link prediction	Link prediction in blockchain online social networks with textual information Understanding the Inter-Enterprise Competitive Relationship based on the Link Prediction Method: Experience from Z-Park
local assortativity	Local Assortativity in Weighted and Directed Complex Networks
Local community detection	Dynamic Local Community Detection with Anchors
localization
low-key leaders	Winner does not take all: contrasting centrality in adversarial networks
LRNet	Real-world data in rheumatoid arthritis: patient similarity networks as a tool for clinical evaluation of disease activity
Lumping	Birth-Death Processes Reproduce the Epidemic Footprint
M
Machine Learning	Blending Machine Learning and mechanistic models to learn ecological time series Persistent homology to analyse disruptions of functional and effective brain connectivity Sparsification of deep neural networks before training using complex network analysis Nonlinear machine learning pattern recognition and bacteria-metabolite multilayer network analysis of perturbed gastric microbiome A Novel Reverse Engineering Approach for Gene Regulatory Networks. Community Detection Supported by Node Embeddings (Searching For a Suitable Method) Extracting Metro Passenger Flow Predictors from Network’s Complex Characteristics
Machine Learning on Graphs	Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning
management science	Network Topologies of Corporate Organization Charts and Their Correlation with Corporate Performance
maritime economics	A Path-Based Approach to Analyzing the Global Liner Shipping Network
Market structure	Network structures of a centralised and a decentralized market. A direct comparison
Marketing	Does heterogeneity slow down the diffusion of new products?
Markov Chains	Individual Fairness for Social Media Influencers
matching	Exploring shareability networks of probabilistic ride-pooling problems
Mathematical analysis	Boundary effects in diffusion of new products
Mathematical models	N-actors conflict model on scale-free networks
Maximum entropy	Universality and phase transitions in contracting networks
Maximum entropy production principle	Maximum information entropy production for network dynamics modelling
MCE	Geometric Deep Learning graph pruning to speed-up the run-time of Maximum Clique Enumerarion algorithms
media ecosystem	Cognitive Cascades within Media Ecosystems: Simulating Fragmentation, Selective Exposure and Media Tactics to Investigate Polarization
Mesoscopic structure	Detecting network hyper-motifs in real networks and their emergent properties
message-passing
Metro network	Extracting Metro Passenger Flow Predictors from Network’s Complex Characteristics
Microbiome	Nonlinear machine learning pattern recognition and bacteria-metabolite multilayer network analysis of perturbed gastric microbiome
Migration network	Centrality in the Macroeconomic Multi-Network Explains the Spatio-Temporal Evolution of Country Per-Capita Income
Minimum Energy Design	Uniformly Scattering Neighboring Nodes of an Ego-centric Network on a Spherical Surface for Better Network Visualization
Minimum Spanning Tree	Decomposing networks of cross-correlations with q-MST: an example of cryptocurrency market
Misinformation	Manipulation during the French presidential campaign : Coordinated inauthentic behaviors and astroturfing analysis on text and images The Evolution of the Covid-19 Vaccine Debate on Twitter Modelling Information Diffusion in Social Media: Data-Driven Observations
Mistake Handling	An Adaptive Network Model Simulating the Effects of Different Culture Types and Leader Qualities on Mistake Handling and Organisational Learning
mitochondrial genome	Role of mitochondrial genetic interactions in determining adaptation to high altitude human population
model	Vector-based Pedestrian Navigation in Cities
Model Reduction	Birth-Death Processes Reproduce the Epidemic Footprint
Modeling	Analyzing the commentator network within the French YouTube Environment From time series to networks in R with the ts2net package
Models of Complex Networks	Integrating Temporal Graphs via Dual Networks: Dense Graph Discovery
models of heterogeneous behaviors	Bayesian Approach to Uncertainty Visualization of Heterogeneous Behaviors in Modeling Networked Anagram Games
modular structure	Optimizing robustness of modular networks based on reinforced nodes
Modularity	Aberrant change in brain network flexibility during the performance of Theory of Mind task in schizophrenia patients Does modular function result in modular structure in sparse deep neural networks? The extremely modular structure of growing hyperbolic networks Community Detection using Moore-Shannon Network Reliability: Application to Food Networks Uniformly Scattering Neighboring Nodes of an Ego-centric Network on a Spherical Surface for Better Network Visualization
modularity function	Modularity of the ABCD Random Graph Model with Community Structure
Module detection	Does modular function result in modular structure in sparse deep neural networks?
money flow	Pattern Analysis of Money Flows in the Bitcoin Blockchain
Moore-Penrose pseudoinverse	Incremental computation of effective graph resistance for improving robustness of complex networks: a comparative study
Moore-Shannon network reliability	Community Detection using Moore-Shannon Network Reliability: Application to Food Networks
motif	Detecting network hyper-motifs in real networks and their emergent properties
Motifs	Network motifs of the human temporal cortex and their computational implications
Multi-agent Simulation	The valuation of information by dynamic decentralised criticality measures in complex data flow networks
Multi-agent systems	A technique for inducing multiconsensus exploiting network symmetries in multi-agent systems
multi-layer network	The orthoBackbone: an evolutionarily-conserved backbone of genetic networks
Multi-layer networks	COMBO: A computational Framework to analyze RNA-Seq and Methylation data through heterogeneous multi-layer networks
multi-line transportation network	Estimation of flow trajectories in a multi-lines network
Multi-omics analysis	COMBO: A computational Framework to analyze RNA-Seq and Methylation data through heterogeneous multi-layer networks
Multi-Region Input-Output Table	Measuring the Importance of Industrial Sectors based on Biased Random Walk Algorithm: Industrially Eco-nomic Impact of Trump Administration's Trade Policy toward China
Multiconsensus	A technique for inducing multiconsensus exploiting network symmetries in multi-agent systems
Multidimensional Data	Detection of Sparsity in Multidimensional Data Using Network Degree Distribution and Improved Supervised Learning with Correction of Data Weighting
Multilayer	Edge-snapping in complex networks with limited resources
multilayer network	On the Effectiveness of Using Link Weights and Link Direction for Community Detection in Multilayer Networks Structural Cores and Problems of Vulnerability of Partially Overlapped Multilayer Networks Nonlinear machine learning pattern recognition and bacteria-metabolite multilayer network analysis of perturbed gastric microbiome Epidemic evolution in a dynamic multilayer network to study the spread of antibiotic resistance
multilayer networks	Partial synchronization in neural networks: chimeras and beyond Excess closure in a multilayer population-scale social network Community recovery from temporal and real-valued network data Overcoming vaccine hesitancy by multiplex social network targeting
Multilayer Social networks	Political polarization: Persistent hatred or issue-dependent sidings?
multilevel regression with poststratification	Methods Evaluation - Missing Data in Age-stratified Contacts Predictions
MULTIPLEX	Shedding a light on the ESG risk factor: a multiplex approach
Multiplex network	Interspecific competition affects the structural stability of mutualistic networks
Multiplex Networks	Random Matrix Analysis of Multiplex Networks A comparative analysis of multiplex phonological and orthographic networks Multilayer Block Models for Exploratory Analysis of Computer Event Logs
multiplexity	Sometimes Less is More: When Aggregating Networks Masks Effects
multistage transitions	Early warning signals of multistage state transitions on complex networks
Multivariate Statistics	Revealing Beyond-Pairwise Functional Connectivity Structure via Multivariate Entropy Decomposition of Human Neuroimaging Data
Multivariate time series	Multivariate permutation entropy via the Cartesian graph product to analyse two-phase flow Quantifying High-Order Interactions in Complex Physiological Networks: a frequency-specific approach
multivariate time-series forecasting	A Novel Reverse Engineering Approach for Gene Regulatory Networks.
Mutual information	Multivariate Information Theory Uncovers Synergistic Subsystems of the Human Cerebral Cortex
N
Natural language	A comparative analysis of multiplex phonological and orthographic networks
natural language processing	Academic Support Network Reflects Doctoral Experience and Productivity
navigation	Vector-based Pedestrian Navigation in Cities
Nested Structure	Measuring the Stability of Technical Cooperation Network Based on the Nested Structure Theory
Nestedness Disturbance Index	Measuring the Stability of Technical Cooperation Network Based on the Nested Structure Theory
NetLogo	Modeling of Hardy-Weinberg Equilibrium using dynamic random networks in an ABM framework
network	Which sparrows are making a summer? The role of conformism and network structure in shaping cooperative behavior.
Network Analysis	Sparsification of deep neural networks before training using complex network analysis Network structures of a centralised and a decentralized market. A direct comparison An analysis of Bitcoin dust through authenticated queries A network analysis of world trade structural changes (1996-2019) Detection of Sparsity in Multidimensional Data Using Network Degree Distribution and Improved Supervised Learning with Correction of Data Weighting
Network assortativity	Structural biases in university rankings: a complex network approach to bridge the gap
network backbone	The orthoBackbone: an evolutionarily-conserved backbone of genetic networks The metric backbone preserves community structure and is a primary transmission subgraph in contact networks
Network Backbones	Redundancy in the Structure and Dynamics of Complex Systems The distance backbone of directed networks
Network biology	Nonlinear machine learning pattern recognition and bacteria-metabolite multilayer network analysis of perturbed gastric microbiome
network clustering	Gradual Network Sparsification and Georeferencing for Location-Aware Event Detection in Microblogging Services
Network Complexity	Sparsification of deep neural networks before training using complex network analysis
Network Compression	Air transport network: A comparison of statistical backbone filtering techniques
Network Core	Structural Cores and Problems of Vulnerability of Partially Overlapped Multilayer Networks
network correlation	Estimating Affective Polarization on a Social Network
network data extraction	Network Topologies of Corporate Organization Charts and Their Correlation with Corporate Performance
Network density	Delta density: comparison of different sized networks irrespective of their size A Network-based Approach for Inferring Thresholds in Co-expression Networks
Network Dismantling	The vertex-edge separator transformation problem in network dismantling Optimal bond percolation in networks by a fast-decycling framework
Network Dynamics	Dynamics of Drosophila melanogaster social interaction networks Network motifs of the human temporal cortex and their computational implications Universal growth of social groups Non-Monotonic Dynamics in Node Ranking Maximum information entropy production for network dynamics modelling
Network embedding	Correlation tensor spectra of XRP transaction networks
network embedding methods	Community Detection Supported by Node Embeddings (Searching For a Suitable Method)
network embeddings	Network Structure vs Chemical Information in Drug-Drug Interaction Prediction
network homophily	Multidimensional online American politics: Mining emergent social cleavages in social graphs
Network inference	Building Differential Co-expression Networks with Variable Selection and Regularization
Network Measures	The valuation of information by dynamic decentralised criticality measures in complex data flow networks
Network medicine	The sample size value in Network Medicine: an application of gene co-expression networks Nonlinear machine learning pattern recognition and bacteria-metabolite multilayer network analysis of perturbed gastric microbiome
Network membership	Evaluating network membership with an application to the European Research Programmes
network method	Drug Trafficking in Relation to Global Shipping Network
network model	A Biased Random Walk Scale-Free Network Growth Model with tunable Clustering Sandpiles in Networks with Variable Topology: reconnected 2D grid Analysis of Perturbed Networks Learning Attribute Distributions Through Random Walks
network modelling	Multilayer Block Models for Exploratory Analysis of Computer Event Logs
network motifs	Analysis of the Structure and Dynamics of European Flight Networks Improving the characterization and comparison of football players with spatial flow motifs Towards the Concept of Spatial Network Motifs
Network Neuroscience	Aberrant change in brain network flexibility during the performance of Theory of Mind task in schizophrenia patients Network motifs of the human temporal cortex and their computational implications
network reconstruction	Reconstructing degree distribution and triangle counts from edge-sampled graphs
Network Redundancy	Redundancy in the Structure and Dynamics of Complex Systems
network representation	A Path-Based Approach to Analyzing the Global Liner Shipping Network
network robustness	Incremental computation of effective graph resistance for improving robustness of complex networks: a comparative study
network role	Network Specialization: A Topological Mechanism for the Emergence of Cluster Synchronization
network science	On the Empirical Association between Trade Network Complexity and Global Gross Domestic Product The way to webify the financial system in China--from individual credit reporting The valuation of information by dynamic decentralised criticality measures in complex data flow networks Multivariate Information Theory Uncovers Synergistic Subsystems of the Human Cerebral Cortex Academic Support Network Reflects Doctoral Experience and Productivity Quantifying Biobank Impact Analysis on the effects of graph perturbations on centrality metrics Cognitive Cascades within Media Ecosystems: Simulating Fragmentation, Selective Exposure and Media Tactics to Investigate Polarization
network specialization	Network Specialization: A Topological Mechanism for the Emergence of Cluster Synchronization
network structure	Intersection of random spanning trees in small-world networks Outlier mining in high-dimensional datasets based on Jensen-Shannon distances and graph structure analysis Inferring probabilistic Boolean networks from steady-state gene data samples
network theory	Dynamic transition graph for estimating the predictability of financial and economical processes. Network theory as a novel tool to analyze cardiac arrhythmia The Global Network of Embodied Nitrogen Flows - Across Countries and Sectors Understanding sectoral integration in energy systems through complex network analysis
network topology	Gig economy and social network analysis: topology of inferred network Interplay between network structure and function in connectome-inspired Reservoir Computing
network-based interventions	Overcoming vaccine hesitancy by multiplex social network targeting
network-based prediction	Memory Based Temporal Network Prediction
networked data	Bayesian Approach to Uncertainty Visualization of Heterogeneous Behaviors in Modeling Networked Anagram Games
Networked dynamical systems	Community Detection using Moore-Shannon Network Reliability: Application to Food Networks
networks	Methods Evaluation - Missing Data in Age-stratified Contacts Predictions The effects of message sorting in the diffusion of information in online social media What deep learning can bring to two decades of correlations, hierarchies, networks and clustering in financial markets Networks for smoking dynamics Testing the dynamics of online polarization Non-monotonic transients to synchrony in Kuramoto networks and electrochemical oscillators Exploring Glioblastoma multiforme through Network Analysis highlights topologically critical nodes Validity of a one-dimensional reduction of dynamical systems on networks Modeling Node Exposure for Community Detection in Networks Dynamic Local Community Detection with Anchors Why AI is Harder Than We Think
Networks analysis	Analyzing the commentator network within the French YouTube Environment
networks in finance	Information diffusion in trading networks
Networks Resilience	Noise Transmission in Layered Complex Networks
Neural dynamics	From the connectome to action: emergent dynamics in a robotic model based on the connectome of the nematode C. elegans
Neural Networks	Partial synchronization in neural networks: chimeras and beyond Cities As Complex Neural Networks: A Case Study For House Price Estimation
Next-Generation Sequencing	COMBO: A computational Framework to analyze RNA-Seq and Methylation data through heterogeneous multi-layer networks
NFTs	Disentangling the Growth of Web3 Blockchain-based Networks by Graph Evolution Rules
node attacks	Robustness of Network Controllability with respect to Node Removals
Node centralities	Extracting Metro Passenger Flow Predictors from Network’s Complex Characteristics
node embedding	The Structure of Interdisciplinary Science: Uncovering and Explaining Roles in Citation Graphs SignedS2V: structural embedding method for signed networks
node failures	Robustness of Network Controllability with respect to Node Removals
node prominency	Node Classification Based on Non-symmetric Dependencies and Graph Neural Networks
node ranking	Non-Monotonic Dynamics in Node Ranking AutoGF: Runtime Graph Filter Tuning for Community Node Ranking A community-aware ranking scheme to identify influential nodes in complex networks
Node Vector Distances	Node Vector Distances: Methods and Applications
NODF	Measuring the Stability of Technical Cooperation Network Based on the Nested Structure Theory
Noise	Noise Transmission in Layered Complex Networks
Non preferential attachment	Non-Monotonic Dynamics in Node Ranking
Non-monotonous dynamics	Non-Monotonic Dynamics in Node Ranking
Non-negative Matrix Factorization	Application of Non-negative Matrix and Tensor Factorizations to Money Flows in Economic Networks HM-LDM: A Hybrid-Membership Latent Distance Model
non-symmetric dependency	Node Classification Based on Non-symmetric Dependencies and Graph Neural Networks
nonbacktracking centrality
nonbacktracking matrix
NULL MODEL	Shedding a light on the ESG risk factor: a multiplex approach
null models	Weighted network motifs as random walk patterns
O
one dimensional reduction	Validity of a one-dimensional reduction of dynamical systems on networks
Online communication networks	Will You Take the Knee? Italian Twitter Echo Chambers' Genesis during EURO 2020
Online Debates	Change my Mind: Data Driven Estimate of Open-Mindedness from Political Discussions
Online Labour Markets	The Price of a Skill: Why the Value of a Skill Depends on its “Neighbours”
online social groups growth	Universal growth of social groups
online social network
online universities	Effects of online social capital on academic performance
open source software ecosystem	Resilience of Coupled Social and Technical Networks in Open Source Software
Open-Mindedness	Change my Mind: Data Driven Estimate of Open-Mindedness from Political Discussions
Opinion dynamics	Is consensus robust against nodes removal in the Deffuant model during homophily scale-free growing? Opinion polarization as a natural consequence of beliefs being interrelated The Biased-Voter model: How persuasive a small group can be? Change my Mind: Data Driven Estimate of Open-Mindedness from Political Discussions
Opinion Dynamics Models	Ensemble of Opinion Dynamics Models to Understand the Role of the Undecided about Vaccines
opinion formation	Overcoming vaccine hesitancy by multiplex social network targeting
Opinion polarization	Opinion polarization as a natural consequence of beliefs being interrelated
Optimal Bond Percolation	Optimal bond percolation in networks by a fast-decycling framework
Optimal Channel networks	Role of network topology in between-community beta diversity on river networks
optimisation	Opening up echo chambers via optimal content recommendation
optimization	Investments in Robustness of Complex Systems: Algorithm Design
Order Book	Statistical inference of lead-lag between asynchronous time series from p-values of transfer entropy at various timescales
Organisational Learning	An Adaptive Network Model Simulating the Effects of Different Culture Types and Leader Qualities on Mistake Handling and Organisational Learning
organization chart	Network Topologies of Corporate Organization Charts and Their Correlation with Corporate Performance
organizational networks	Network Topologies of Corporate Organization Charts and Their Correlation with Corporate Performance
Orthographic and Phonological	A comparative analysis of multiplex phonological and orthographic networks
Oryza sativa	Building Differential Co-expression Networks with Variable Selection and Regularization
Outbreak Detection	Inferring the transmission dynamics of Avian Influenza from news and environmental data
outlier mining	Outlier mining in high-dimensional datasets based on Jensen-Shannon distances and graph structure analysis
outliers	Outliers in the ABCD Random Graph Model with Community Structure (ABCD+o)
overlapping clustering	Building Differential Co-expression Networks with Variable Selection and Regularization
ownership network	The Flow of Corporate Control in the Global Ownership Network
P
Package	From time series to networks in R with the ts2net package
PageRank	Networks of Causal Relationships in Financial Markets COVID-19 impact on international trade Random walk for generalization in goal-directed human navigation on Wikipedia
pandemics	Network Science and Applications
parallel algorithm	DC-RST: A Parallel Algorithm for Random Spanning Trees in Network Analytics
parameter tuning	AutoGF: Runtime Graph Filter Tuning for Community Node Ranking
Parliamentary systems	Political polarization: Persistent hatred or issue-dependent sidings?
Parrondo's paradox	Floquet Theory for Spreading Dynamics over Periodically Switching Networks
Partial Information Decomposition	Revealing Beyond-Pairwise Functional Connectivity Structure via Multivariate Entropy Decomposition of Human Neuroimaging Data
partial synchronization patterns	Partial synchronization in neural networks: chimeras and beyond
Particle Swarm Optimization	Uniformly Scattering Neighboring Nodes of an Ego-centric Network on a Spherical Surface for Better Network Visualization
Passenger flow prediction	Extracting Metro Passenger Flow Predictors from Network’s Complex Characteristics
path dependence	Green Sector Space: The evolution and capabilities spillover of economic green sectors in the United States
patient similarity network	Real-world data in rheumatoid arthritis: patient similarity networks as a tool for clinical evaluation of disease activity
pedestrian	Vector-based Pedestrian Navigation in Cities
peer interactions
peer learner network
perceptron	Inferring probabilistic Boolean networks from steady-state gene data samples
Percolation	Optimizing robustness of modular networks based on reinforced nodes Percolation in heterogeneous spatial networks with long-range interactions
percolation theory	Robustness of Noisy Quantum Networks
Percolation threshold	Ecological Networks and State Shifts in the Earth’s Biosphere
Periodically switching connections	Floquet Theory for Spreading Dynamics over Periodically Switching Networks
Permutation entropy	Multivariate permutation entropy via the Cartesian graph product to analyse two-phase flow
Perturbation	Analysis of Perturbed Networks
phase space visualization	Detecting Global Community Structure in a COVID-19 Activity Correlation Network
Phase transition	Robustness of Social Cohesion in Growing Groups Universality and phase transitions in contracting networks
phase transitions	Robustness of Noisy Quantum Networks
Phenotypic Disease Networks	Building co-morbidity networks via Bayesian network reconstruction
polarization	Testing the dynamics of online polarization Multidimensional online American politics: Mining emergent social cleavages in social graphs
Political and Social Polarization	Political polarization: Persistent hatred or issue-dependent sidings?
Political Polarization	Estimating Affective Polarization on a Social Network Change my Mind: Data Driven Estimate of Open-Mindedness from Political Discussions
Politics	Using knowledge graphs to detect partisanship in online political discourse
Popularity Similarity Optimisation	The extremely modular structure of growing hyperbolic networks
population food supply	Propagation of disruptions in supply networks of essential goods: A population-centered perspective of systemic risk
population-scale social network	Excess closure in a multilayer population-scale social network
power flows
predictability	Dynamic transition graph for estimating the predictability of financial and economical processes.
prediction
predictor sets	Inferring probabilistic Boolean networks from steady-state gene data samples
preferential attachment	Executive women’s networks: the affinity rule of social capital Robustness of Preferential-Attachment Graphs: Shifting the Baseline
principal component analysis
prisoners' dilemma	Which sparrows are making a summer? The role of conformism and network structure in shaping cooperative behavior.
probabilistic	Exploring shareability networks of probabilistic ride-pooling problems
Probabilistic Failure	Analysis on the effects of graph perturbations on centrality metrics
Probability distribution	Statistical network similarity
product space	Green Sector Space: The evolution and capabilities spillover of economic green sectors in the United States
product trade networks	On the Empirical Association between Trade Network Complexity and Global Gross Domestic Product
projective distance	Consensus clustering using projective distance between partitions
Properties of Materials	Graph Partitions in Chemistry
Protein Interaction Prediction	Using the Duplication-Divergence Network Model to Predict Protein-Protein Interactions
Protein Structures	Structural analysis of SARS-CoV-2 Spike Protein variants through Graph Embedding.
psychometrics	An information-theoretic approach to hypergraph psychometrics
Python	The wisdom_of_crowds: an efficient, philosophically-validated, social epistemological network profiling toolkit
Q
q-subdivision network	Mean Hitting Time of Q-subdivision Complex Networks
Quantifying Success	Structural biases in university rankings: a complex network approach to bridge the gap
quantum networks	Robustness of Noisy Quantum Networks
quantum random walks	Classical and quantum random walks to identify leaders in criminal networks
Quantum semantics	Lexical networks constructed to correspond students’ short written responses: A quantum semantic approach
R
Random Forest	Using the Duplication-Divergence Network Model to Predict Protein-Protein Interactions
Random Geometric Graphs	The Frechet distribution in drone networks
Random graph	The Hyperbolic Geometric Block Model and Networks with Latent and Explicit Geometries
random graphs	Community recovery from temporal and real-valued network data Correcting Output Distributions in Chung-Lu Random Graph Generation
random networks	Universal growth of social groups The distribution of cover times of random walks on random regular graphs
random regular graphs	The distribution of cover times of random walks on random regular graphs
Random spanning trees	DC-RST: A Parallel Algorithm for Random Spanning Trees in Network Analytics Intersection of random spanning trees in small-world networks
Random walk	Mean Hitting Time of Q-subdivision Complex Networks Random walk for generalization in goal-directed human navigation on Wikipedia
random walk samplings	Learning Attribute Distributions Through Random Walks
Random Walks	The distribution of cover times of random walks on random regular graphs Percolation in heterogeneous spatial networks with long-range interactions
ranking	Exploring the energy complexity nexus in the production space with network theory Delving into Individual Interactions in the IETF Time Evolving Social Graph
Re-Skilling	The Price of a Skill: Why the Value of a Skill Depends on its “Neighbours”
recommendations	Opening up echo chambers via optimal content recommendation
reconfiguration	Aberrant change in brain network flexibility during the performance of Theory of Mind task in schizophrenia patients
Recurrent Neural Networks	Network motifs of the human temporal cortex and their computational implications
Reddit	Attributed Stream-Hypernetwork analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit Understanding the Evolution of Reddit in Temporal Networks induced by User Activity Using knowledge graphs to detect partisanship in online political discourse
Redundancy	Multivariate Information Theory Uncovers Synergistic Subsystems of the Human Cerebral Cortex An information-theoretic approach to hypergraph psychometrics The distance backbone of directed networks
Reference models	Random Hypergraph Models Preserving Degree Correlation and Local Clustering
regime transition	In temporal networks correlation lags are informative of approaching bifurcations
register data	Excess closure in a multilayer population-scale social network
reinforced nodes	Optimizing robustness of modular networks based on reinforced nodes
Relatedness	Quantifying complexity and similarity of chess openings using online chess communities data Relatedness, complexity, and growth: The relevance of the value-added approach in CEE countries
renewable energy networks
renewables	Understanding sectoral integration in energy systems through complex network analysis
Representations
Reputation Influence & Trust	Stochastic approximation of Adaptive Voter models
Research funding	Evaluating network membership with an application to the European Research Programmes
Reservoir Computing	Network motifs of the human temporal cortex and their computational implications
resilience	Validity of a one-dimensional reduction of dynamical systems on networks Investments in Robustness of Complex Systems: Algorithm Design
retweet network	Formation and Development of Echo Chambers on Twitter under the Pandemic The Russian invasion of Ukraine through the lens of ex-Yugoslavian Twitter
Reverse engineering	A Novel Reverse Engineering Approach for Gene Regulatory Networks.
rheumatoid arthritis	Real-world data in rheumatoid arthritis: patient similarity networks as a tool for clinical evaluation of disease activity
rice	Building Differential Co-expression Networks with Variable Selection and Regularization
Ride-pooling	Exploring shareability networks of probabilistic ride-pooling problems
rnaseq	The sample size value in Network Medicine: an application of gene co-expression networks
road networks	Adaptive Routing Potential in Road Networks
Robotic model	From the connectome to action: emergent dynamics in a robotic model based on the connectome of the nematode C. elegans
Robust Methods	Inferring Parsimonious Coupling Statistics in Nonlinear Dynamics with Variational Gaussian Processes
Robustness	Optimizing robustness of modular networks based on reinforced nodes Robustness of Social Cohesion in Growing Groups Ecological validation of soil food-web robustness for managed grasslands Optimal bond percolation in networks by a fast-decycling framework Robustness of Preferential-Attachment Graphs: Shifting the Baseline Investments in Robustness of Complex Systems: Algorithm Design
robustness against attacks	Optimal network robustness in continuously changing degree distributions
role discovery	The Structure of Interdisciplinary Science: Uncovering and Explaining Roles in Citation Graphs
role-based embedding	SignedS2V: structural embedding method for signed networks
rooftop PV residential solar	Boundary effects in diffusion of new products
Rstats	From time series to networks in R with the ts2net package
Russia	Graph clustering of large trade network: case study of Russian wood industry
russian invasion of ukraine	The Russian invasion of Ukraine through the lens of ex-Yugoslavian Twitter
S
salt-stress	Building Differential Co-expression Networks with Variable Selection and Regularization
sample size	The sample size value in Network Medicine: an application of gene co-expression networks
sampling	Reconstructing degree distribution and triangle counts from edge-sampled graphs
SARS-CoV-2	Structural analysis of SARS-CoV-2 Spike Protein variants through Graph Embedding.
Scaffolding model	A simple model of knowledge scaffolding
Scale-free networks	N-actors conflict model on scale-free networks Is consensus robust against nodes removal in the Deffuant model during homophily scale-free growing? Robustness of Preferential-Attachment Graphs: Shifting the Baseline
scaling in socio-economic systems	Universal growth of social groups
Schizophrenia	Aberrant change in brain network flexibility during the performance of Theory of Mind task in schizophrenia patients
science of science	Academic Support Network Reflects Doctoral Experience and Productivity Structural biases in university rankings: a complex network approach to bridge the gap Quantifying Biobank Impact Gender and the influence of the department network in topic selection on early career faculty
science of success	Quantifying Biobank Impact
scientific impact	Network Science and Applications
SDAI	Real-world data in rheumatoid arthritis: patient similarity networks as a tool for clinical evaluation of disease activity
second language acquisition
sectoral integration	Understanding sectoral integration in energy systems through complex network analysis
Segregation	Disentangling activity-aware human flows reveals the hidden functional organization of urban systems
self-consistent metrics	Comparison of metrics for measuring the editor scatteredness and article complexity on Wikipedia
sentiment analysis	Vaccine hesitancy in Twitter (spanish language)
Shader Code	Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning
Shannon entropy	Maximum information entropy production for network dynamics modelling
shareability	Exploring shareability networks of probabilistic ride-pooling problems
shipping network	Drug Trafficking in Relation to Global Shipping Network
Shock Propagation	Systemic Risk in Decentralized Finance (DeFi)
Shortest path	The distance backbone of directed networks
SI process	Exact solution of heterogeneous Markovian SI epidemics on networks
signed network	SignedS2V: structural embedding method for signed networks
Simplexes
simplicial complex	Analyzing Configuration Transitions Associated with Higher-Order Link Occurrences in Networks of Cooking Ingredients
simplicial complexes	Generalizing Homophily to Simplicial Complexes
simulation	Methods Evaluation - Missing Data in Age-stratified Contacts Predictions
simulations	What deep learning can bring to two decades of correlations, hierarchies, networks and clustering in financial markets
Simulator	The Hyperbolic Geometric Block Model and Networks with Latent and Explicit Geometries
Singular value decomposition	Correlation tensor spectra of XRP transaction networks
sinusoidal series	Analysis of Oscillatory Time series using the Visibility Graph method
SIS	Birth-Death Processes Reproduce the Epidemic Footprint
small-world networks	Intersection of random spanning trees in small-world networks
Smart cities	Enabling Unmanned Aerial Vehicles Operations over Cities
Smoking Dynamics	Networks for smoking dynamics
SOC	Sandpiles in Networks with Variable Topology: reconnected 2D grid
social capital	Effects of online social capital on academic performance
Social Cohesion	Robustness of Social Cohesion in Growing Groups
social complex networks	Effects of online social capital on academic performance
Social conflicts	N-actors conflict model on scale-free networks
social contacts	Methods Evaluation - Missing Data in Age-stratified Contacts Predictions
social epistemology	The wisdom_of_crowds: an efficient, philosophically-validated, social epistemological network profiling toolkit
social graphs	Multidimensional online American politics: Mining emergent social cleavages in social graphs
Social hierarchy	Friendship Modulates Hierarchical Relations in Public Elementary Schools
social identity	Extremists of a Feather: Homophily in Violent Extremist Networks
Social interaction networks	Dynamics of Drosophila melanogaster social interaction networks
Social learning	The impact of diversity on group performance
social media	Ensemble of Opinion Dynamics Models to Understand the Role of the Undecided about Vaccines Testing the dynamics of online polarization The Evolution of the Covid-19 Vaccine Debate on Twitter Assessing the Role of Influencers in Tweet Propagation Estimating Affective Polarization on a Social Network Modelling Information Diffusion in Social Media: Data-Driven Observations
social media analysis	Gradual Network Sparsification and Georeferencing for Location-Aware Event Detection in Microblogging Services
Social Network	On the Effectiveness of Using Link Weights and Link Direction for Community Detection in Multilayer Networks Friendship Modulates Hierarchical Relations in Public Elementary Schools Spatio-Temporal social network: a Case Study of Children's Behaviour in the Schoolyard Node Vector Distances: Methods and Applications
social network analysis	The wisdom_of_crowds: an efficient, philosophically-validated, social epistemological network profiling toolkit Generalizing Homophily to Simplicial Complexes
social network dynamics	Law and Success: A Complexity Perspective
social network formation	Individual Fairness for Social Media Influencers
Social networks	Social Networks in Times of Turkey’s Currency Crisis Structure of Core-Periphery Communities Analyzing the commentator network within the French YouTube Environment Vaccine hesitancy in Twitter (spanish language) Understanding the Evolution of Reddit in Temporal Networks induced by User Activity Link prediction in blockchain online social networks with textual information Double-Threshold Models for Network Influence Propagation Sometimes Less is More: When Aggregating Networks Masks Effects Opening up echo chambers via optimal content recommendation Using knowledge graphs to detect partisanship in online political discourse Networked and Crowdsourced Response to Time-critical Threats
Social-Media	Users susceptibility in online social media
software engineering communities	Resilience of Coupled Social and Technical Networks in Open Source Software
software supply chain	Resilience of Coupled Social and Technical Networks in Open Source Software
Soil Food Webs	Ecological validation of soil food-web robustness for managed grasslands
Solitary states	Solitary, cluster and chimera states in globally coupled nonlinear oscillators Partial synchronization in neural networks: chimeras and beyond
Space-filling	Uniformly Scattering Neighboring Nodes of an Ego-centric Network on a Spherical Surface for Better Network Visualization
Sparse	Detection of Sparsity in Multidimensional Data Using Network Degree Distribution and Improved Supervised Learning with Correction of Data Weighting
sparse networks	Sparsification of deep neural networks before training using complex network analysis
Sparsification	Air transport network: A comparison of statistical backbone filtering techniques The distance backbone of directed networks
spatial data	Improving the characterization and comparison of football players with spatial flow motifs
spatial networks	Towards the Concept of Spatial Network Motifs
Spatio-Temporal data	Spatio-Temporal social network: a Case Study of Children's Behaviour in the Schoolyard
Spatio-temporal Network Analysis	Inferring the transmission dynamics of Avian Influenza from news and environmental data
Spectra	Random Matrix Analysis of Multiplex Networks
Spectral	Hierarchical communities in complex networks
spectral analysis	Quantifying High-Order Interactions in Complex Physiological Networks: a frequency-specific approach
Spectral Graph Theory	Graph Partitions in Chemistry
Spectral Radius	Analysis on the effects of graph perturbations on centrality metrics
sports analytics	Improving the characterization and comparison of football players with spatial flow motifs
Spreading Processes	Directed percolation in temporal networks
spreadings processes	The metric backbone preserves community structure and is a primary transmission subgraph in contact networks
Stack Overflow	Correlation Networks measure Technology Evolution on Stack Overflow
Statistical testing	Statistical network similarity
Statistically Validated Network	Statistical inference of lead-lag between asynchronous time series from p-values of transfer entropy at various timescales
Statistically Validated Networks	Exploring topics in LDA models through Statistically Validated Networks: directed and undirected approaches
steady-state data samples	Inferring probabilistic Boolean networks from steady-state gene data samples
Stochastic analysis	Analysis of Perturbed Networks
stochastic block model	Community recovery from temporal and real-valued network data
Stochastic block models	Hierarchical communities in complex networks Gender and the influence of the department network in topic selection on early career faculty
stochastic dynamics on networks	Fixation probability of switching networks
stochastic methods	A stochastic approach for extracting community-based backbones
stochastic models	Does heterogeneity slow down the diffusion of new products? Boundary effects in diffusion of new products
Stream graphs	Exploring and mining attributed sequences of interactions
structural balance	A More Powerful Heuristic for Balancing An Unbalanced Graph
Structural Bias	Structural biases in university rankings: a complex network approach to bridge the gap
structural network measure	Local Assortativity in Weighted and Directed Complex Networks
Structural Similarity Index	Understanding the Inter-Enterprise Competitive Relationship based on the Link Prediction Method: Experience from Z-Park
study abroad
subgraph mining	Disentangling the Growth of Web3 Blockchain-based Networks by Graph Evolution Rules
subgraphs	Improving the characterization and comparison of football players with spatial flow motifs Towards the Concept of Spatial Network Motifs
superspreaders	Paths for emergence of superspreaders in dengue fever spreading network
Supervised Learning	Detection of Sparsity in Multidimensional Data Using Network Degree Distribution and Improved Supervised Learning with Correction of Data Weighting
Supply chain	Regional Trade Network of the EU27 for Medical Products in the Fight against the Pandemic: Policy Implications for Self Sufficiency in Critical Inputs Propagation of disruptions in supply networks of essential goods: A population-centered perspective of systemic risk
Susceptibility	Users susceptibility in online social media
Susceptible-infectious-susceptible epidemic model	Floquet Theory for Spreading Dynamics over Periodically Switching Networks
Symmetries	A technique for inducing multiconsensus exploiting network symmetries in multi-agent systems
Synchronization	Edge-snapping in complex networks with limited resources Solitary, cluster and chimera states in globally coupled nonlinear oscillators From the connectome to action: emergent dynamics in a robotic model based on the connectome of the nematode C. elegans Non-monotonic transients to synchrony in Kuramoto networks and electrochemical oscillators
Synchrony Transitions	Switching In and Out of Sync: A Controlled Adaptive Network Model of Transition Dynamics in the Effects of Interpersonal Synchrony on Affiliation
synergy	Multivariate Information Theory Uncovers Synergistic Subsystems of the Human Cerebral Cortex Low-order descriptors of high-order dependencies An information-theoretic approach to hypergraph psychometrics
synthetic data	What deep learning can bring to two decades of correlations, hierarchies, networks and clustering in financial markets
systemic risk	Propagation of disruptions in supply networks of essential goods: A population-centered perspective of systemic risk Resilience of Coupled Social and Technical Networks in Open Source Software Systemic Risk in Decentralized Finance (DeFi)
Systems Biology	Evolutionary transitions: universality, complexity and predictability
T
taint analysis	Pattern Analysis of Money Flows in the Bitcoin Blockchain
Targeted Attack	Structural Cores and Problems of Vulnerability of Partially Overlapped Multilayer Networks
Task Complexity	Sparsification of deep neural networks before training using complex network analysis
Technical Cooperation	Measuring the Stability of Technical Cooperation Network Based on the Nested Structure Theory
Technology diffusion	Centrality in the Macroeconomic Multi-Network Explains the Spatio-Temporal Evolution of Country Per-Capita Income
Technology Evolution	Correlation Networks measure Technology Evolution on Stack Overflow
Telegram	Using knowledge graphs to detect partisanship in online political discourse
Temporal Graphs	Spatio-Temporal social network: a Case Study of Children's Behaviour in the Schoolyard Integrating Temporal Graphs via Dual Networks: Dense Graph Discovery
Temporal network	Floquet Theory for Spreading Dynamics over Periodically Switching Networks
temporal network analysis	Analyzing Configuration Transitions Associated with Higher-Order Link Occurrences in Networks of Cooking Ingredients
temporal network prediction	Memory Based Temporal Network Prediction
temporal network property	Memory Based Temporal Network Prediction
temporal networks	In temporal networks correlation lags are informative of approaching bifurcations Understanding the Evolution of Reddit in Temporal Networks induced by User Activity Directed percolation in temporal networks Community recovery from temporal and real-valued network data Stochastic approximation of Adaptive Voter models Community Detection for Temporal Weighted Bipartite Networks
tensor factorization	Application of Non-negative Matrix and Tensor Factorizations to Money Flows in Economic Networks
Territorial Bias	Structural biases in university rankings: a complex network approach to bridge the gap
testimonial networks	The wisdom_of_crowds: an efficient, philosophically-validated, social epistemological network profiling toolkit
text analysis	Vaccine hesitancy in Twitter (spanish language)
text mining	Academic Support Network Reflects Doctoral Experience and Productivity
text network analysis	Robustness and sensitivity of network-based topic detection
The neutral model of Biodiversity	Role of network topology in between-community beta diversity on river networks
tie aggregation	Sometimes Less is More: When Aggregating Networks Masks Effects
Time Evolving Networks	Delving into Individual Interactions in the IETF Time Evolving Social Graph
time series	Dynamic transition graph for estimating the predictability of financial and economical processes. Assessing the Role of Influencers in Tweet Propagation From time series to networks in R with the ts2net package Detecting Global Community Structure in a COVID-19 Activity Correlation Network
time series analysis	Unveiling the higher-order organization of multivariate time series Decomposing networks of cross-correlations with q-MST: an example of cryptocurrency market
tipping point	In temporal networks correlation lags are informative of approaching bifurcations
topic detection	Robustness and sensitivity of network-based topic detection
Topic modeling	Properties of Reddit News Topical Interactions Gender and the influence of the department network in topic selection on early career faculty
Topic Models	Exploring topics in LDA models through Statistically Validated Networks: directed and undirected approaches
Topological data analysis	Persistent homology to analyse disruptions of functional and effective brain connectivity Unveiling the higher-order organization of multivariate time series
Topological-temporal properties of events	Topological-temporal properties of evolving high order networks
Toxicity	Users susceptibility in online social media
Trade network	Graph clustering of large trade network: case study of Russian wood industry Centrality in the Macroeconomic Multi-Network Explains the Spatio-Temporal Evolution of Country Per-Capita Income
Trade network analysis	Regional Trade Network of the EU27 for Medical Products in the Fight against the Pandemic: Policy Implications for Self Sufficiency in Critical Inputs
trade networks	Winner does not take all: contrasting centrality in adversarial networks
trading	Information diffusion in trading networks
traffic	Estimating Peak-Hour Urban Traffic Congestion
Transfer Entropy	Statistical inference of lead-lag between asynchronous time series from p-values of transfer entropy at various timescales
transition graphs	Dynamic transition graph for estimating the predictability of financial and economical processes.
Transmission Dynamics	Inferring the transmission dynamics of Avian Influenza from news and environmental data
transportation networks	An opinionated evaluation of where we are after a quarter century of complex networks
trust	Network structures of a centralised and a decentralized market. A direct comparison
Twitter	Social Networks in Times of Turkey’s Currency Crisis Manipulation during the French presidential campaign : Coordinated inauthentic behaviors and astroturfing analysis on text and images Vaccine hesitancy in Twitter (spanish language) The Evolution of the Covid-19 Vaccine Debate on Twitter Assessing the Role of Influencers in Tweet Propagation Using knowledge graphs to detect partisanship in online political discourse
twitter analysis	Gradual Network Sparsification and Georeferencing for Location-Aware Event Detection in Microblogging Services
U
uncertainty visualization	Bayesian Approach to Uncertainty Visualization of Heterogeneous Behaviors in Modeling Networked Anagram Games
Universality	Universality and phase transitions in contracting networks
University Rankings	Structural biases in university rankings: a complex network approach to bridge the gap
Unmanned Aerial Vehicles	Enabling Unmanned Aerial Vehicles Operations over Cities
Urban flows	Disentangling activity-aware human flows reveals the hidden functional organization of urban systems
Urban network	Disentangling activity-aware human flows reveals the hidden functional organization of urban systems
urban networks	Estimating Peak-Hour Urban Traffic Congestion
Urban planning	Enabling Unmanned Aerial Vehicles Operations over Cities
Urban social network	The Hyperbolic Geometric Block Model and Networks with Latent and Explicit Geometries
Urban systems	Cities As Complex Neural Networks: A Case Study For House Price Estimation
V
Vaccination strategies	Influence of heterogeneous age-group contact patterns on critical vaccination rates for herd immunity to SARS-CoV-2
Vaccines	Ensemble of Opinion Dynamics Models to Understand the Role of the Undecided about Vaccines
Value-added trade	Relatedness, complexity, and growth: The relevance of the value-added approach in CEE countries
variance of degree distribution	Optimal network robustness in continuously changing degree distributions
vector autoregressive models	Quantifying High-Order Interactions in Complex Physiological Networks: a frequency-specific approach
Vertex Cover	The vertex-edge separator transformation problem in network dismantling
Vertex Separator	The vertex-edge separator transformation problem in network dismantling
Video data	A Spinglass Model of Video Recorded Street Violence
violent extremism	Extremists of a Feather: Homophily in Violent Extremist Networks
Viral strains	Analysis of the competition among viral strains using a temporal interaction-driven contagion model
virtual organizations	Effects of online social capital on academic performance
Visibility	The valuation of information by dynamic decentralised criticality measures in complex data flow networks
Visibility graph	Analysis of Oscillatory Time series using the Visibility Graph method
Voter model	The Biased-Voter model: How persuasive a small group can be?
voting power	The Flow of Corporate Control in the Global Ownership Network
Vulnerability	Structural Cores and Problems of Vulnerability of Partially Overlapped Multilayer Networks
W
webify financial systems	The way to webify the financial system in China--from individual credit reporting
weighted and directed networks	Local Assortativity in Weighted and Directed Complex Networks
Weighted graphs	The distance backbone of directed networks
Weighted motifs	Weighted network motifs as random walk patterns
Weighted network	A stochastic approach for extracting community-based backbones
weighted networks	Exact solution of heterogeneous Markovian SI epidemics on networks
Wikipedia	Comparison of metrics for measuring the editor scatteredness and article complexity on Wikipedia Random walk for generalization in goal-directed human navigation on Wikipedia
Wilson's algorithm	DC-RST: A Parallel Algorithm for Random Spanning Trees in Network Analytics
wind energy
women on boards	Executive women’s networks: the affinity rule of social capital
wood industry	Graph clustering of large trade network: case study of Russian wood industry
world trade	A network analysis of world trade structural changes (1996-2019)
Wright-Fisher Model	Modeling of Hardy-Weinberg Equilibrium using dynamic random networks in an ABM framework
X
XGBoost	Using the Duplication-Divergence Network Model to Predict Protein-Protein Interactions
XRP transaction networks	Correlation tensor spectra of XRP transaction networks
Y
YouTube	Analyzing the commentator network within the French YouTube Environment

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