NETSCI 2023: INTERNATIONAL SCHOOL AND CONFERENCE ON NETWORK SCIENCE

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

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'artificial intelligence'	Mobility Rhapsody: Unleashing the Power of Deep Learning and XAI to Decode Urban Flows at City Scale
'deep neural networks'	Mobility Rhapsody: Unleashing the Power of Deep Learning and XAI to Decode Urban Flows at City Scale
'human mobility'	Mobility Rhapsody: Unleashing the Power of Deep Learning and XAI to Decode Urban Flows at City Scale
1
1. Synchronization	46. Just in time vs. all in sync: An analysis of two types of synchronization in a minimal model of machine activity in industrial production based on excitable dynamics on graphs
2
2-star model	23. The exploration-exploitation paradigm for modelling dynamic networks
2. Minimal model	46. Just in time vs. all in sync: An analysis of two types of synchronization in a minimal model of machine activity in industrial production based on excitable dynamics on graphs
3
3. Mean field	46. Just in time vs. all in sync: An analysis of two types of synchronization in a minimal model of machine activity in industrial production based on excitable dynamics on graphs
4
4. Networks	46. Just in time vs. all in sync: An analysis of two types of synchronization in a minimal model of machine activity in industrial production based on excitable dynamics on graphs
5
5. Recovery probability	46. Just in time vs. all in sync: An analysis of two types of synchronization in a minimal model of machine activity in industrial production based on excitable dynamics on graphs
6
6. Simulation	46. Just in time vs. all in sync: An analysis of two types of synchronization in a minimal model of machine activity in industrial production based on excitable dynamics on graphs
A
ABM	A Mobility-Informed Segregation Model
abstract meaning representations	73. Semantic Graphs Reveal the Narrative Framing in News
Academic Collaboration Networks	5. Heterogeneous graph neural networks for Academic Collaboration Network characterisation from spurious data
Academic Mobility	51. Academic Mobility as a Driver of Productivity: A Gender-centric Approach
accelerator program
Acknowledgement	64. Gender homophily in acknowledgement mention network
activity driven network	56. Generating interactions for friendship networks
adaptive networks	Threshold Cascade Dynamics on an Adaptive Network 41. Mechanistic interplay between opinion polarization and spread of information
adherence	13. Cross-national analysis of loss of adherence due to stop-and-go application of restrictions against COVID-19. 16. Attitudes towards booster, testing and isolation, and their impact on COVID-19 response in winter 2022/2023 in France, Belgium, and Italy
Adjacent possible	Novelties as new combinations: higher-order Heaps' laws Modeling innovation in the cryptocurrency ecosystem
Adolescents social networks	Nonnormative School Transitions and Adolescents’ Friendly and Conflictual Social Networks
Adverse Drug Reactions	Complex network analysis of electronic health records from multiple populations reveals biases in the administration of known drug-drug interactions
Age Bias	Complex network analysis of electronic health records from multiple populations reveals biases in the administration of known drug-drug interactions
agent based model
agent based modeling	46. Coexistence of structural balance and ego-hierarchies Non Preferential Node Ranking Dynamics
agent based modelling	55. Temporal Activations in Continuous Opinion Dynamics
Agent Based Models	27. Modeling gentrification as a dynamic spatio-temporal process
Agent-Based Computational Economics
agent-based model	Transition to a structurally balanced paradise state in the system with agents' opinions Estimate of COVID-19 school transmission during weekly screening in the Auvergne-Rhône-Alpes region, France, week 47 to 50, 2021 Modelling how social network algorithms can influence opinion polarization 41. Mechanistic interplay between opinion polarization and spread of information 38. On the role of network topology and committed minority in facilitating social diffusion
agent-based modeling	46. Flexible agent-based models for explaining population booms and busts in prehistory The impact of users’ homophily and recommendation biases on social network inequalities 21. Opinions spread faster when social networks change slower
agent-based modelling	51. Dynamical processes in heterogeneous mobile agent networks
Agent-based models
agent-computing model	Emerging Labour Flow Networks
Agents-based simulation	On the side-effects of compromising: coupling agents' heterogeneity with network effects in a bounded confidence opinion dynamics model
agglomeration	74. MNEs and multilayer economic networks befind industrial coagglomeration
Aging	Ordering dynamics and aging in Threshold models
Agriculture	Network science: Applications for sustainable agroecosystems and food security
AI bias	9. A biased contrastive learning debiases graph neural networks
AI for scientific discovery	Inferring the stochastic dynamics of complex networks via message-passing mechanism
AI technology	52. Capturing trends in emerging AI technologies and their application to business domains for strategic foresight
Air transport	48. Structure, resilience and evolution of the European Air Route Network from 2015 to 2018 Characterising air transport delays through complex networks: results and challenges
Air transportation	Spatial immunization to abate disease spreading in transportation hubs
Airline network	49. Subgraphs, motifs, and scaling in a dynamic airline network
Airline transportation network	Probability generating functions for epidemics on metapopulation networks
Algebraic Topology
algorithmic fairness	FairSNA: Algorithmic Fairness in Social Network Analysis The impact of users’ homophily and recommendation biases on social network inequalities
algorithmic radicalization	Counterfactual Bots
Algorithms	Exact and rapid linear clustering of networks with dynamic programming 59. A Branch-and-Cut Method for Globally Maximizing Modularity and Discovering Network Communities 10. Heuristic Modularity Maximization Algorithms for Community Detection Rarely Return an Optimal Partition or Anything Similar
Allometric scaling	Regional value trees in Europe
ALS
amplifiers	Twitter cascade reconstruction to find misinformation amplifiers
animal language	Social learning in sperm whale language: evidence from acoustic data.
Animal movement
animal societies
anomaly detection	69. An unsupervised network-based anomaly detection of credit card fraud
Anonymity	Node anonymity in networks: The infectiousness of uniqueness
antimicrobial resistance	Multilayer networks of plasmid genetic similarity reveal potential pathways of gene transmission
Applied network science	Chance, biases, and data incompleteness. Uncovering patterns in Roman time maritime trade.
Approximate Master equation	Ordering dynamics and aging in Threshold models
Approximation	Modularity for probabilistic networks
approximation algorithms	Color-avoiding connected spanning subgraphs with minimum number of edges
Archeological networks	Chance, biases, and data incompleteness. Uncovering patterns in Roman time maritime trade.
area distribution	[CANCELLED] Time Dynamics of the Dutch Municipality Network
Armed Revolution
Artificial Intelligence	A Network Science Approach to Model Algorithmic Competition and Collusion
Artificial Intelligence in Education	0. Mapping Artificial Intelligence in Education Research: a Network‐based Keyword Analysis
Artificial intelligence in neuroscience
Artificial Neural Networks	34. The Impact of Reservoir Networks in Recurrent Neural Networks
Asexual Population Dynamics	Dynamic geometries and clonal interference create heterogeneous adaption patterns on networks
assortative behaviour	The evolutionary dynamics of multiplayer cooperation in networks of mobile agents
Assortativity	Mixed bubbles: Maximizing epidemics with geographic and categorical assortativities in modular geometric graphs 61. Correlation distances in social networks Towards a Better Understanding of the Characteristics of Fractal Networks
Astrophysics	A multi-model analysis of galaxy evolution: A Network Science approach
Asymmetric Interaction	Local dominance unveils clusters in networks
asymmetric role allocation	38. Ultimatum Game: Evolving network with status and asymmetric role allocation
asymptotic analysis	Analysis of mean-field approximation for Deffuant opinion dynamics on networks
Attractive-repulsive	12. Chimera states on non-regular higher-order structures
Attractors	28. Sensitivity of Boolean attractors to small network changes and its implications for the inference of microbial interaction networks
Attributed multilayer networks	Flexible inference in heterogeneous and attributed multilayer networks
Atypicality Network Measures	Network-Based Temporal Novelty Measure and the Innovation Glass Ceiling
Augmented Degree Correction	60. Augmented Degree Correction for Bipartite Networks with Applications to Recommender Systems
augmented reality	0. Connected Reality: Virtual Immersion in Social Networks
autoimmunity	Network medicine identifies the core module of human immune dysregulation and immunodeficiency
autoinflammation	Network medicine identifies the core module of human immune dysregulation and immunodeficiency
Automatic determination	4. To be existent is to be stable: automatic determination of the number of communities
avalanches of interactions	Collective dynamics of causal network interactions
average number of contacts	31. Forecasting Human Mixing Behavior Using Online Surveys
awareness modelling	Statistical evidence of proximity-sensitive awareness in clusters of identical genetic sequences during the COVID-19 pandemic
axonal connections	Exploring coarse-graining effects in structural brain connectivity
B
Backbone Filtering Techniques	Comparing Link Filtering Backbone Techniques in Real-World Networks
backbone network	25. Temporal Network Prediction and Interpretation
Balance theory	59. Spreading and Structural Balance on Signed Networks
Banking network	Networks of climate finance reveal systemic failure of fossil fuel divestment
barriers	Neighborhood Detection from Mobility Data
Bass model
Bayesian decision theory	Decision-making in uncertain networks via dynamic importance
Bayesian Inference	On the reconstructability of complex networks Inherent uncertainty of hyperbolic embeddings of complex networks
Bayesian likelihood	Distinguishing simple and complex contagion processes on complex networks
Bayesian methods	Bayesian Detection of Mesoscale Structures in Pathway Data on Graphs
Bayesian statistics	Decision-making in uncertain networks via dynamic importance
behavioral and experimental economics
behavioral diffusion	The impact of timescale separation in the co-evolution of contagions and institutions
behavioral dynamics	How networks shape diversity for better or worse
behavioral economics	Modeling adaptive forward-looking behavior in epidemics on networks
behavioral heterogeneity	Behavioral and Topological Heterogeneities in Network Versions of Schelling’s Segregation Model
behavioral spreading
behavioural data
behavioural diffusion	42. An agent-based model of cultural change for a low-carbon transition
Belief Networks	20. Extracting Belief Networks from Tweets
Belief propagation	Belief propagation algorithm for improving opinion formation heuristics
belief structures
Beliefs
benchmark models	Generative models for two-ground-truth partitions in networks
benchmarks	7. A Principled, Flexible and Efficient Framework for Hypergraph Benchmarking
BERT	11. Labor Space : A spatial representation of the labor market
beta-cell networks	Are “hubs” in beta-cell clusters an emergent network property or do they exist independently?
Bethe lattice	42. Percolated tree photon-cluster states generation for efficient photonic quantum error correction
betweenness	Towards a Better Understanding of the Characteristics of Fractal Networks
bi-layer	11. Transitions between polarisation and radicalisation in a temporal bi-layer echo chambers model
biased learning
Biases in epidemiological data	17. Biases in prediction of COVID-19 cases through the analysis of genetic copies concentration in wastewater plants
Bibliometric analysis
bibliometric data	A global bibliometric perspective on the social structure of science
Bibliometry	Uncovering the universal nature of citation networks: From science of science to law of law and patterns of patents
bifurcations	11. Transitions between polarisation and radicalisation in a temporal bi-layer echo chambers model
big data	Higher-order interactions: an efficient heuristic to identify synergistic associations in big data
bilevel optimization	Learning the right layers: a data-driven layer-aggregation strategy for semi-supervised learning on multilayer graphs Bilevel optimization for flow control in optimal transport networks
binary-state dynamics	Triadic approximation for complex contagion on networks
biodiversity
Biological network	8. A Manifold Minimization Principle for Physical Networks Predicting genetic interactions with a network based method
biological networks	Perturbed off scale -- Genuinely Nonlinear Network Responses and Tipping Points
Biological-networks	Characterising Evolutionary Pathways for Adaptations using Analysis of Metabolic Correlations Networks
biologically-inspired dynamics	23. The exploration-exploitation paradigm for modelling dynamic networks
Biomedical Complexity	Complex network analysis of electronic health records from multiple populations reveals biases in the administration of known drug-drug interactions
Biomedical HIV Prevention	The Association Between Homophily on Illicit Drug Use and PrEP Conversations Among Latino Men Who Have Sex with Men in Miami-Dade, Florida, US: A Social Network and Spatially Explicit Study
biomolecular networks	Canalization and entropy improve prediction of disorder in Boolean network dynamics
Biosecurity	Mixed bubbles: Maximizing epidemics with geographic and categorical assortativities in modular geometric graphs
Bipartite graph	2. Resource and location sharing to improve geometric networks
Bipartite network	Chance, biases, and data incompleteness. Uncovering patterns in Roman time maritime trade. 45. Color-Noun Matching Analysis of Color Images in Literature 53. Bipartite Network Analysis of Sample-Based Music 71. The geography of innovation dynamics The Populated Aotearoa Interaction Network for modelling spread of COVID-19 in Aotearoa New Zealand The structure of the global network of Lichen Symbionts Tinkering and Innovation in Collapsing Cultural Systems Monkeypox spread among Parisian venues 72. Continuous Projection Space - Technology codes and Mergers & acquisitions predictions
Bipartite networks	Networks of climate finance reveal systemic failure of fossil fuel divestment Economic complexity at the company level 60. Augmented Degree Correction for Bipartite Networks with Applications to Recommender Systems 35. A new metric to measure similarity between nodes in bipartite networks: the Sapling Similarity Urban Economic Fitness and Complexity from Patent Data
block-model	5. The Fitness-Corrected Block-Model with Applications to Online Social Network Analysis
Book loan	19. Complex Networks of Human-Book Interactions
Boolean Networks	Complex Networks in Dengue-induced endothelial cell plasticity 28. Sensitivity of Boolean attractors to small network changes and its implications for the inference of microbial interaction networks
boolean threshold dynamics	21. Predicting attractors from spectral properties of stylized regulatory networks
Boom and bust	Tinkering and Innovation in Collapsing Cultural Systems
bots	45. The role, function and impact of automated agents in protest communication networks: a network analysis approach
bounded confidence	53. Higher-Order Estimate of Open Mindedness in Online Political Discussions
bow-tie	13. Bow-tie structures of Twitter discursive communities
brain	7. Threshold-free estimation of entropy from a Pearson matrix Structure of brain connectome and contactome in fly, mouse, and human
brain fingerprinting	Topological scaffolds outperform functional connectivity in brain fingerprinting
brain functional networks	67. Statistical and Machine Learning Link Selection Methods for Brain Functional Networks: Review and Comparison
brain network
brain networks	Nodes within the cerebellum are integrators in the human brain networks Inference of task-related higher-order interactions from neural signals Higher-order organization of resting-state fMRI signals Low-dimension network controllability Modelling brain connectomes networks: Solv is a worthy competitor to hyperbolic geometry!
Brain simulations
Brain structure-function relationship	20. Co-Evolving Dynamics and Topology in a Coupled Oscillator Model of Resting Brain Function
brain tumor	Functional Desynchronization and Structural Rewiring in Brain Tumor Networks
Branch and cut	59. A Branch-and-Cut Method for Globally Maximizing Modularity and Discovering Network Communities
Branching process	Quantifying population dynamics of complex contagions Probability generating functions for epidemics on metapopulation networks 35. Finding polarised communities and tracking information diffusion on Twitter: The Irish Abortion Referendum Finding polarised communities and tracking information diffusion on Twitter: The Irish Abortion Referendum Comparing the efficiency of forward and backward contact tracing 16. Attitudes towards booster, testing and isolation, and their impact on COVID-19 response in winter 2022/2023 in France, Belgium, and Italy
branching processes	Collective dynamics of causal network interactions
Breast cancer survivors
Brexit
British politics	Who is driving the conversation? Analysing the nodality of British MPs and journalists on online platforms
Brokerage	38. A Weighted and Normalized Gould‒Fernandez brokerage measure
Brokerage roles	38. A Weighted and Normalized Gould‒Fernandez brokerage measure
bursty activity	55. Temporal Activations in Continuous Opinion Dynamics
business growth	52. Capturing trends in emerging AI technologies and their application to business domains for strategic foresight
C
Cancer Metastasis	4. To be or not to be: Uncovering the Interplay between Phenotypic Robustness and Plasticity in Gene Regulatory Networks. To be or not to be: Uncovering the Interplay between Phenotypic Robustness and Plasticity in Gene Regulatory Networks.
carbon emissions
career networks
Career progression	Gender differences in collaboration and career progression in physics
Cartles	Modelling and countering Mexican cartels through complex systems
Cartogram	More Accurate Demand Forecasting in Open Systems using Cartograms
cascade reconstruction	Twitter cascade reconstruction to find misinformation amplifiers
Cascades	54. The diffusion of information in social media – How complex is it?
cascading dynamics	Hidden Geometry Reveals Multiscale Organization of Real Multiplex Networks
Cascading failure	Assessing the risk of infrastructural networks to natural catastrophes
Cascading failure/overload	71. Systemic Risk of Cascading Failures/Overloads in a Recoverable Network under Redistributed Elastic Load: Work in Progress
Cascading failures	Physics and complexity of interdependent networks 39. Graph neural network mitigates nonlocal cascading failures
casual paths	20. Testing Causal Timescales in Temporal Networks
Cattle Epidemic Modelling	54. From networks to flows: Using flow maps to understand mobility patterns in cattle trade
Cattle Trade Networks	54. From networks to flows: Using flow maps to understand mobility patterns in cattle trade
causal inference	29. Measures for causal network inference 56. Causal inference in sparse partially observed large-scale networks
Causal networks	29. Measures for causal network inference An informational approach to uncover the age group interactions in epidemic spreading from macro analysis
Causal Set Theory	40. Clustering in the d'Alembertian Eigenspace of Temporal Networks Spacetime Random Geometric Graph Neural Networks
Causal Sets	40. Clustering in the d'Alembertian Eigenspace of Temporal Networks Spacetime Random Geometric Graph Neural Networks
Causality	29. Measures for causal network inference Collective dynamics of causal network interactions Causality from Correlation
Cayley tree	6. Discrete model emulating properties of hyperbolic random graphs
Cell-state transitions
cellular automata	0. The attractor structure of functional connectivity in networks of coupled logistic maps.
cellular pathways	Finding Shortest and Nearly Shortest Paths in Substantially Incomplete Networks
Census	29. Mobility Census for the analysis of rapid urban development
Centrality	Who is driving the conversation? Analysing the nodality of British MPs and journalists on online platforms 50. PageRank centrality with non-local random walk-based teleportation 16. A Centrality Ranking Strategy in Modular Complex Networks
Centrality Measures	26. Measuring meaningful user influence on temporal networks Predicting Influential Higher-Order Patterns in Temporal Network Data
Cerebellum	Nodes within the cerebellum are integrators in the human brain networks Characterising the structural organization of the whole-brain: encompassing the cortex, subcortex, and cerebellum
Chaos	Lyapunov Exponents for Temporal Networks
Character network	8. Interpretable Graph Embeddings based on Polar Opposites
Character networks	49. One Graph to Rule them All: Using NLP and Graph Neural Networks to analyse Tolkien's Legendarium
chave1
chave2
chave3
Chess
chiave1
chiave2
chiave3
Children	Estimate of COVID-19 school transmission during weekly screening in the Auvergne-Rhône-Alpes region, France, week 47 to 50, 2021
Chimera states	12. Chimera states on non-regular higher-order structures
chromatin network	Scale-dependent landscape of semi-nested community structures of 3D chromosome contact networks
Chromosomal organization	10. Gene regulatory networks and their spatial embedding
chromsome structure	Scale-dependent landscape of semi-nested community structures of 3D chromosome contact networks
Chronic Diseases	Population-wide network model of multimorbidity reveals trends in incidence and prevalence of 132 chronic disease patterns
Churn Analysis	Investigating Churn in Online Wellness Programs: Evidence from a U.S. Online Social Network
Citation Homophily
Citation Imbalance
citation network	Innovation and Order in Citation Networks
citation networks	70. Mapping the space of research interests with embedding methods Exploring visualizations of large networks and embeddings using Helios-Web
citations	Idea engines: Unifying innovation & obsolescence from markets & genetic evolution to science
civil society organizations	58. Exploring the Communication network of the Civil Society organizations in Austria dealing with Ukrainian refugees and humanitarian aid
Classifier	Distinguishing simple and complex contagion processes on networks
Climate	65. A Multi-Layer Network Model of Climate Reinsurance: Company Benefits vs. Climate Resilience?
climate change	43. More people too poor to move: divergent effects of climate change on global migration patterns Resource-driven movements of livestock herds: impact of climate change on network dynamics
Climate finance	Networks of climate finance reveal systemic failure of fossil fuel divestment
Climate networks	Information networks analysis of time series with applications to climate tipping points
Climate timescales	Information networks analysis of time series with applications to climate tipping points
Clique	63. Understanding Changes in Ideas in Science Fiction with Word Embedding
clique networks	The strength and weakness of disease-induced herd immunity Epidemic spreading and contact tracing on clique networks
Clonal Interference	Dynamic geometries and clonal interference create heterogeneous adaption patterns on networks
Closure coefficient	Taxonomy of cohesion coefficients for weighted and directed multilayer networks
Clumping coefficient	Taxonomy of cohesion coefficients for weighted and directed multilayer networks
cluster algorithms	17. Inferring networks from the microgenomic abundance data
Cluster Formation	Analysis of mean-field approximation for Deffuant opinion dynamics on networks
Clustering	Local dominance unveils clusters in networks 18. The lock-down communities management: Optimal spatio-temporal clustering of the inter-provincial Italian network during the Covid-19 crisis Portfolio diversification using network science and machine learning 62. The lock-down communities management: Optimal spatio-temporal clustering of the inter-provincial Italian network during the Covid-19 crisis Synchronization of Regional Development - Influence of Clusters in the Regional Production Network 40. Clustering in the d'Alembertian Eigenspace of Temporal Networks Rethinking community detection in the light of the Laplacian Renormalization Group Higher-order Laplacians for graph embedding 5. Simplifying functional network representation and interpretation through causality clustering Modularity in random graphs from fluctuations or automatically from average degree?
Clustering coefficient	56. Generating interactions for friendship networks Taxonomy of cohesion coefficients for weighted and directed multilayer networks
clustering visualization	72. Time series clustering method based on similarity measurement and community detection with intuitive visualization
Co-authorship network	Quantifying progress in research topics across nations
Co-beliefs
co-citation	Hidden Directionality of Co-citation Network and Its Relation to the Impact of Scientific Papers
co-evolution dynamics	The impact of timescale separation in the co-evolution of contagions and institutions
co-occurrence network	61. Theoretical analysis of co-occurrence network structure derived from frequency distribution
co-visits	Monkeypox spread among Parisian venues
Coabundance	17. Inferring networks from the microgenomic abundance data
coarse-graining	44. Structural Control of Community-Structured Oscillator Networks Exploring coarse-graining effects in structural brain connectivity
coding sequence data
Coevolution	Threshold Cascade Dynamics on an Adaptive Network
Cognitive Biases	20. Extracting Belief Networks from Tweets
Cognitive load	Spreading of opinions with different qualities in heterogeneous networks
cognitive network
cognitive network science	7. The voices of rape: Cognitive networks reconstruct emotional perspectives of rape survivors' passive and active narratives on Reddit
cognitive task	6. Waking up from slow wave sleep perturbs brain connectivity patterns leading to sleep inertia
Coherence	44. Structural Control of Community-Structured Oscillator Networks
coherence networks	66. Large-scale dynamic network and information theoretic analyses of coherent cortical activity during visual working memory in primates.
Cohesion measures	Taxonomy of cohesion coefficients for weighted and directed multilayer networks
cohort comparison	54. The evolution of freshmen networks during and after lockdown: Comparing two cohorts
Collaboration behaviour	Gender differences in collaboration and career progression in physics
collaboration network	Social Contagion in Science
Collaboration networks	70. Multi-level social relationships among Michelin-starred chefs
collaboration prediction	70. Mapping the space of research interests with embedding methods
Collaborative Filtering	51. Novelties and Polarization in Recommendation Algorithms 35. A new metric to measure similarity between nodes in bipartite networks: the Sapling Similarity
Collective Action
Collective Behavior	Modeling Scientific Recognition Process in Complex Awarding Systems – Going Beyond Citation Inferring missing edges in a graph from observed collective patterns
collective behavior in networks	21. Predicting attractors from spectral properties of stylized regulatory networks
Collective Behaviour	56. Statistics on Reddit: entropy and Gini coefficient Modelling how social network algorithms can influence opinion polarization
collective behaviour in networks	41. Mechanistic interplay between opinion polarization and spread of information Diffusion approximation of a network model of meme popularity
collective beliefs
Collective citation model	Uncovering the universal nature of citation networks: From science of science to law of law and patterns of patents
Collective dynamics	On the side-effects of compromising: coupling agents' heterogeneity with network effects in a bounded confidence opinion dynamics model
collective oscillations	Are “hubs” in beta-cell clusters an emergent network property or do they exist independently?
Collective systems	21. Opinions spread faster when social networks change slower
college network	54. The evolution of freshmen networks during and after lockdown: Comparing two cohorts
Color Symbolism	45. Color-Noun Matching Analysis of Color Images in Literature
color-avoiding connectivity	Color-avoiding connected spanning subgraphs with minimum number of edges
coloured spatial networks	Diffusion-based classification of urban spatial patterns
Combinatorial Hodge theory	27. Potential landscape of human flow in cities
communication networks	Workplace Recommendation with Temporal Network Objectives Heterogeneity- and homophily-induced vulnerability of a p2p network formation model: the IOTA autopeering protocol
Communication Patterns	62. Let's Tweet about Soccer? A Gender-centric Question
communication system	Social learning in sperm whale language: evidence from acoustic data.
communities	Generative models for two-ground-truth partitions in networks [CANCELLED] 19. Linear Clustering Process on Networks
community detection	Local dominance unveils clusters in networks 44. Birds of a feather: A method for detecting suspicious clusters of companies in the UK 64. Evolution of Wikipedia knowledge graphs in response to planned events: A temporal networks approach. 43. Mapping cultural differences via community detection on networks of inter-area lexical similarity Mapping flows on multilayer networks with incomplete layers 14. Discovering Semantic Relationships Using a Temporal Multiplex Network For a Context-Aware Filipino Wordnet 53. Bipartite Network Analysis of Sample-Based Music 16. Multiscale semiwalk-based measure of structural balance in signed networks 40. Clustering in the d'Alembertian Eigenspace of Temporal Networks Changes of COVID-19 Vaccine Opinions on Twitter: A Combination of Dynamical Network Community Detection and Content-based Analysis 4. To be existent is to be stable: automatic determination of the number of communities Rethinking community detection in the light of the Laplacian Renormalization Group Mapping biased higher-order walks reveals overlapping communities Neighborhood Detection from Mobility Data Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection Segregation in high-resolution residential mobility network Fast label propagation algorithm for community detection Clustering graph embedding in sparse networks Impact of the COVID-19 outbreak on the Italian Twitter vaccination debate: A network–based analysis Using Voronoi Diagrams to Detect Optimal Community Structure of Weighted Directed Networks Flexible inference in heterogeneous and attributed multilayer networks 60. Augmented Degree Correction for Bipartite Networks with Applications to Recommender Systems 72. Time series clustering method based on similarity measurement and community detection with intuitive visualization Exact and rapid linear clustering of networks with dynamic programming Modularity in random graphs from fluctuations or automatically from average degree? 59. A Branch-and-Cut Method for Globally Maximizing Modularity and Discovering Network Communities 10. Heuristic Modularity Maximization Algorithms for Community Detection Rarely Return an Optimal Partition or Anything Similar
community inconsistency	Scale-dependent landscape of semi-nested community structures of 3D chromosome contact networks
Community structure	Scale-dependent landscape of semi-nested community structures of 3D chromosome contact networks 44. Structural Control of Community-Structured Oscillator Networks Sampling Networks from Modular Compression of Network Flows 3. Role of a Community Structure in a Power–Grid Network 47. Community can form the synchronization stability of a network 16. A Centrality Ranking Strategy in Modular Complex Networks 59. A Branch-and-Cut Method for Globally Maximizing Modularity and Discovering Network Communities 10. Heuristic Modularity Maximization Algorithms for Community Detection Rarely Return an Optimal Partition or Anything Similar
Community-based program
Commuting network
Comorbidity network	Population-wide network model of multimorbidity reveals trends in incidence and prevalence of 132 chronic disease patterns
Compartment model	Modelling and countering Mexican cartels through complex systems
compartmental models	Epidemic spreading and contact tracing on clique networks
Competing Epidemics	Impact of the human contact network on the selective advantage of emerging viral variants.
competition	Competitive hierarchies reduce network instability by keeping feedback weak
Competition for attention	18. Competition and spreading of low and high quality information in online social networks
competitive setting	Competitive influence maximisation in the presence of negative ties
complementarity	Complementarity vs. Similarity in Semantic Networks Structural measures of similarity and complementarity in complex networks
complex	Complex hypergraphs
Complex Awarding Systems	Modeling Scientific Recognition Process in Complex Awarding Systems – Going Beyond Citation
Complex contagion	Quantifying population dynamics of complex contagions Combining social science with network epidemiology to model the elimination of an endemic livestock disease Optimal Mesoscopic Structure of General Binary-State Dynamics on Networks Triadic approximation for complex contagion on networks Distinguishing simple and complex contagion processes on complex networks Epidemic spreading and contact tracing on clique networks Starting a Fire with Twigs: Influence of Encapsulation Relations on Bottom-up Dynamics on Hypergraphs
complex contagions
complex network	39. Voter-like dynamics with conflicting preferences on homophilic networks 61. Theoretical analysis of co-occurrence network structure derived from frequency distribution 37. Product Progression: a machine learning approach to forecasting industrial upgrading 38. On the role of network topology and committed minority in facilitating social diffusion 19. Complex Networks of Human-Book Interactions
Complex networks	Assessing the risk of infrastructural networks to natural catastrophes A Network Science Approach to Model Algorithmic Competition and Collusion Structural marginalization in networks - How inequality of opportunities generate it: the homophily-fitness model The architecture of multifunctional ecological networks Laplacian eigenmodes allow the categorization of edges in complex networks 68. Dynamics-based Reconstruction of the Multilayer Structure from an Aggregated Network Tinkering and Innovation in Collapsing Cultural Systems Comparing Link Filtering Backbone Techniques in Real-World Networks 50. PageRank centrality with non-local random walk-based teleportation 22. Protein residue networks (PNR) and discrete Markov chains to characterize active sites in SARS-CoV2 main protease Mpro through graph theory Weighted network motifs as random walk patterns Distinguishing simple and complex contagion processes on networks Fitting degree distributions of complex networks Locating the source of forced oscillations in transmission power grids
complex systems	56. Statistics on Reddit: entropy and Gini coefficient 1. Multi-agent herding control of complex systems Higher-order interactions: an efficient heuristic to identify synergistic associations in big data Supply, demand and spreading of news during COVID-19 and assessment of questionable sources production 22. Common spatial pattern for time-varying networks Emergent stability in complex network dynamics The Role of Immigrants, Emigrants, and Locals in the Historical Formation of European Knowledge Agglomerations
complexity	54. The diffusion of information in social media – How complex is it? Color-avoiding connected spanning subgraphs with minimum number of edges Fast label propagation algorithm for community detection
Complexity puzzle	Resolving the complexity puzzle: positions in global value chains contribute to explaining economic development
Compression	Temporal network compression via network hashing
computational geometry	The geometry of constellation line figures
Computational humanities	49. One Graph to Rule them All: Using NLP and Graph Neural Networks to analyse Tolkien's Legendarium
Computational methods
computational networks	57. Framework for developing quantitative agent-based models based on qualitative expert knowledge: an organised crime use-case
computational political science	25. Analyzing Twitter Trends in the 2022 French Election
computational social science	47. The Role of Friend Recommendation Algorithms in Shaping Informational Ecosystems Online 12. Quantifying Systemic Gender Inequality in Visual Art Understanding the evolution of successful careers in professional tennis Social Contagion in Science Structural marginalization in networks - How inequality of opportunities generate it: the homophily-fitness model Modeling Scientific Recognition Process in Complex Awarding Systems – Going Beyond Citation Ecosystem-level datasets for Open Source Software 60. Echo chambers and information transmission biases in homophilic/heterophilic networks
computational social sciences	Ordering dynamics and aging in Threshold models 53. Higher-Order Estimate of Open Mindedness in Online Political Discussions Who is driving the conversation? Analysing the nodality of British MPs and journalists on online platforms
computational sociolinguistics	43. Mapping cultural differences via community detection on networks of inter-area lexical similarity
Conceptual space	49. KAIST Knowledge Graph (KKG) of creative associations between concepts
conditional network models
Configuration model	Node-layer duality: exploring the dark side of multilayer networks
conflict	42. International Fisheries Conflict and Spatial Overlap Networks to Identify High-Risk Dyads Detecting the sensitive spots in the African interurban transport network 16. Multiscale semiwalk-based measure of structural balance in signed networks
conflict and demography	46. Flexible agent-based models for explaining population booms and busts in prehistory
connective action	58. Exploring the Communication network of the Civil Society organizations in Austria dealing with Ukrainian refugees and humanitarian aid
Connectivity	63. Temporal Behaviour of a Large Scale Microservice Network
connectome	9. Communicability in embedded human connectomes Structure of brain connectome and contactome in fly, mouse, and human
connectomes	Modelling brain connectomes networks: Solv is a worthy competitor to hyperbolic geometry!
consecration network
Consensus	Spreading of opinions with different qualities in heterogeneous networks
consolidation
Conspiracy
constellation	The geometry of constellation line figures
constraint	Structure of brain connectome and contactome in fly, mouse, and human
Contact matrices	Generalized contact matrices for epidemic modelling
contact network	The Populated Aotearoa Interaction Network for modelling spread of COVID-19 in Aotearoa New Zealand Estimate of COVID-19 school transmission during weekly screening in the Auvergne-Rhône-Alpes region, France, week 47 to 50, 2021
Contact Process	Effects of local interactions in epidemic outbreaks in networks of structured populations
contact tracing	Trading contact tracing efficiency for finding patient zero Comparing the efficiency of forward and backward contact tracing Epidemic spreading and contact tracing on clique networks
Contacts patterns	The interplay between social inequalities, human contact patterns and the spread of epidemic processes
contagion	Comparing the efficiency of forward and backward contact tracing
contagion dynamics	Contagion dynamics on hypergraphs with nested hyperedges
Contagion on networks	55. Changing Hands: Heterogeneity in network structure switches the dominant transmission mode of infectious disease
Contagion processes	Hyper-core decomposition of hypergraphs: the role of hyper-cores in higher-order dynamical processes
content analysis	73. Semantic Graphs Reveal the Narrative Framing in News
continuous-time walk dynamics	Measuring the velocity of money
Control	44. Structural Control of Community-Structured Oscillator Networks
Control of complex systems	1. Multi-agent herding control of complex systems
Controllability	44. Structural Control of Community-Structured Oscillator Networks Control and observation of target nodes in large-scale networks
Convex cost of link formation
cooperation	42. International Fisheries Conflict and Spatial Overlap Networks to Identify High-Risk Dyads Friendship Modulates Hierarchical Relations in Public Elementary Schools
core decomposition	Percolation and critical dynamics of (k,q)-core decomposition of hypergraphs
Core Periphery structure	56. Statistics on Reddit: entropy and Gini coefficient
core-periphery structure	Generative models for two-ground-truth partitions in networks
Corporate networks	48. Politicians, millionaires, and directors of Mexican companies: are director’s profile associated with their network position?
Corporate Structure	Revealing the link between corporate structure and tax avoidance using higher order Markov models
correlation	7. Threshold-free estimation of entropy from a Pearson matrix
Correlation Distances	61. Correlation distances in social networks
Cortex	Characterising the structural organization of the whole-brain: encompassing the cortex, subcortex, and cerebellum
counter speech	Improving discourse quality in social media networks: A large-scale, longitudinal study of influencing speech characteristics
Counting Theory	4. Counting Non-Isomorphic Graphs
Countries' position	Resolving the complexity puzzle: positions in global value chains contribute to explaining economic development
Coupled contagion	Combining social science with network epidemiology to model the elimination of an endemic livestock disease
coupled logistic maps	0. The attractor structure of functional connectivity in networks of coupled logistic maps.
coupled oscillators	Synchronization-induced Taylor’s law of a coupled food chain model on networks
course-prerequisite networks	30. Course-Prerequisite Networks for Analyzing and Understanding Academic Curricula
covid	Vaccination homophily during the Covid-19 pandemic Idea engines: Unifying innovation & obsolescence from markets & genetic evolution to science
COVID-19	The path to dominance: Mobility networks and geographical heterogeneity in the establishment of the alpha variant in the US 30. Understanding COVID-19 pandemic trajectories: why changes in online behavior matter for now-casting 18. The lock-down communities management: Optimal spatio-temporal clustering of the inter-provincial Italian network during the Covid-19 crisis 62. The lock-down communities management: Optimal spatio-temporal clustering of the inter-provincial Italian network during the Covid-19 crisis Comparing the efficiency of forward and backward contact tracing 13. Cross-national analysis of loss of adherence due to stop-and-go application of restrictions against COVID-19. Changes in the time-space dimension of human mobility during the COVID-19 pandemic Innovation and Order in Citation Networks Statistical evidence of proximity-sensitive awareness in clusters of identical genetic sequences during the COVID-19 pandemic Local vs. nationwide restrictions against COVID-19 pandemic in France between September 2020 and June 2021 Epidemic spreading and contact tracing on clique networks 17. Biases in prediction of COVID-19 cases through the analysis of genetic copies concentration in wastewater plants 53. Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact Impact of the COVID-19 outbreak on the Italian Twitter vaccination debate: A network–based analysis Impact of the human contact network on the selective advantage of emerging viral variants. Human Mobility in China: A National Overview Before and After the COVID-19 Outbreak The limits of human mobility traces to predict the spread of COVID-19
COVID-19 lockdown	26. The resilience of post-lockdown mobility networks
COVID-19 pandemic	Impact of COVID-19 on Chile’s Internal Migration
COVID-19 vaccine	Changes of COVID-19 Vaccine Opinions on Twitter: A Combination of Dynamical Network Community Detection and Content-based Analysis
COVID19
Creative association of words	49. KAIST Knowledge Graph (KKG) of creative associations between concepts
Creativity	52. Innovation and performance: inside the organizational network Network-Based Temporal Novelty Measure and the Innovation Glass Ceiling
credit card fraud	69. An unsupervised network-based anomaly detection of credit card fraud
criminological modelling	57. Framework for developing quantitative agent-based models based on qualitative expert knowledge: an organised crime use-case
crisis management	58. Exploring the Communication network of the Civil Society organizations in Austria dealing with Ukrainian refugees and humanitarian aid
critical phenomena	Effect of initial infection size on network SIR model 25. Scaling laws associated with percolation transition in the city size distribution Percolation and critical dynamics of (k,q)-core decomposition of hypergraphs Diffusion approximation of a network model of meme popularity
criticality	Quantifying population dynamics of complex contagions Hierarchical modularity optimizes memory capacity near criticality in echo state networks 43. Does metastability predict sensitivity to perturbation? Canalization and entropy improve prediction of disorder in Boolean network dynamics
Cross-country analysis	Modular network comparison of inter-industry labour mobility networks reveals differences in industrial clusters across six European countries
Cryptocurrencies	Modeling innovation in the cryptocurrency ecosystem
Cryptocurrency	35. A network-based strategy of price correlations for optimal cryptocurrency portfolios
cultural diversity	43. Mapping cultural differences via community detection on networks of inter-area lexical similarity
Cultural evolution	42. An agent-based model of cultural change for a low-carbon transition Tinkering and Innovation in Collapsing Cultural Systems
culture	The geometry of constellation line figures
current-flow closeness centrality
curriculum analytics	30. Course-Prerequisite Networks for Analyzing and Understanding Academic Curricula
curriculum complexity	30. Course-Prerequisite Networks for Analyzing and Understanding Academic Curricula
CVD-depression multi-morbidities	67. Multilayer disease networks via multipartite projections: linking risk factors to CVD-depression multi-morbidities via molecular mediators
D
d'Alembertian	40. Clustering in the d'Alembertian Eigenspace of Temporal Networks
Dark web	Complex dynamics of multihoming in dark web markets
Data analysis	49. Subgraphs, motifs, and scaling in a dynamic airline network 29. Using a co-incidence network to investigate interaction patterns across geospatial areas Novelties as new combinations: higher-order Heaps' laws Randomized reference models for temporal networks
Data collection and cleaning pipeline	Ecosystem-level datasets for Open Source Software
Data Fusion	Feel Old Yet? Updating Mode of Transportation Distributions from Travel Surveys using Data Fusion with Mobile Phone Data
data imbalance	Early detection of students-at-risk of failing using a dynamic network approach
Data management	Towards big multilayer network data management
data mining	73. Semantic Graphs Reveal the Narrative Framing in News
Data Science	51. Academic Mobility as a Driver of Productivity: A Gender-centric Approach 32. Self-consistent inference framework for the gravity model: overcoming limitations of proxy-based analyses
Data science for good
data standards
Data-based modelling	18. The lock-down communities management: Optimal spatio-temporal clustering of the inter-provincial Italian network during the Covid-19 crisis 62. The lock-down communities management: Optimal spatio-temporal clustering of the inter-provincial Italian network during the Covid-19 crisis
data-driven	5. The Fitness-Corrected Block-Model with Applications to Online Social Network Analysis
data-driven causal discovery analysis	A longitudinal data-driven causal discovery analysis for depressive disorders, incorporating domain experts' perception of underlying causal interrelations
Dataset	Ecosystem-level datasets for Open Source Software
debiasing	9. A biased contrastive learning debiases graph neural networks
deep learning
Deep Neural Networks
Deep reinforcement learning	Identifying key players in networks through variational quantum algorithm with deep Q-learning
defective Laplacians	Pattern reconstruction through generalised eigenvectors
Deffuant model	55. Temporal Activations in Continuous Opinion Dynamics
degree centrality
degree distribution	11. Degree distributions under general node removal: Power-law or Poisson? 64. Finite Size Scaling Approach for Revealing Inherent Scale-Freeness in Heterogeneous Networks Fitting degree distributions of complex networks
Delays in Indian Railways
deliberation	22. Mapping the structure of an online political community
Demand Forecasting	More Accurate Demand Forecasting in Open Systems using Cartograms
dense associative memories	18. Effect of spatial correlations on Hopfield Neural Network and Dense Associative Memories
Density	Synergistic Hypergraphs: A Method for Removing Unnecessary Hyperedges in Information-Theoretic Hypergraphs through O-information.
Density matrix	Generalized network density matrices for analysis of multiscale functional diversity
Deplatforming	67. The Network Effect of Deplatforming on Social Media
depressive disorders	A longitudinal data-driven causal discovery analysis for depressive disorders, incorporating domain experts' perception of underlying causal interrelations
Derrida coefficient	Canalization and entropy improve prediction of disorder in Boolean network dynamics
Design Principles	4. To be or not to be: Uncovering the Interplay between Phenotypic Robustness and Plasticity in Gene Regulatory Networks. To be or not to be: Uncovering the Interplay between Phenotypic Robustness and Plasticity in Gene Regulatory Networks.
Desynchronization	On the location and the strength of controllers to desynchronize coupled Kuramoto oscillators
detectability thresholds	Generative models for two-ground-truth partitions in networks
Diabetes Mellitus
diffusion	Trading contact tracing efficiency for finding patient zero
Diffusion and spreading	Rethinking community detection in the light of the Laplacian Renormalization Group
Diffusion modes	Laplacian eigenmodes allow the categorization of edges in complex networks
diffusion of innovations
diffusion prediction	33. Mapping networks as spindles to improve diffusion prediction
Digital Epidemiology	58. Contact networks have small metric backbones that maintain community structure and are primary transmission subgraphs
digital history	Historical Dynamics of the Kingdom of Chosŏn’s Governance: Patterns of Meritocratic Bureaucracy and Consequences of Systemic Corruption
Digital Humanities	45. Color-Noun Matching Analysis of Color Images in Literature 63. Understanding Changes in Ideas in Science Fiction with Word Embedding Historical Dynamics of the Kingdom of Chosŏn’s Governance: Patterns of Meritocratic Bureaucracy and Consequences of Systemic Corruption
Digital manufacturing	47. Position in the supply network and digitalisation activity of manufacturing firms
directed acyclic graph	Innovation and Order in Citation Networks
Directed Acyclic Graphs	30. Course-Prerequisite Networks for Analyzing and Understanding Academic Curricula 40. Clustering in the d'Alembertian Eigenspace of Temporal Networks Spacetime Random Geometric Graph Neural Networks
Directed multilayer networks	Taxonomy of cohesion coefficients for weighted and directed multilayer networks
directed network model	62. Nearest-neighbour directed random hyperbolic graphs
directed networks	Strong Connectivity and Influence in Real Directed Networks 63. Structural Redundancy in Directed Weighted Graphs Embedding directed networks into hyperbolic spaces
Director	48. Politicians, millionaires, and directors of Mexican companies: are director’s profile associated with their network position?
discontinuous phase transition	The dynamic nature of percolation on networks with triadic interactions
discourse quality	Improving discourse quality in social media networks: A large-scale, longitudinal study of influencing speech characteristics
discrete choice	41. Incorporating Social Network Structure into Discrete Choice Models
Discrete Spacetime	40. Clustering in the d'Alembertian Eigenspace of Temporal Networks
Discursive communities	Entropy-based detection of Twitter’s echo-chambers 13. Bow-tie structures of Twitter discursive communities
discussion trees	55. Power-laws and preferential attachment across social media platforms
disease biomarkers	68. Dynamic fMRI unveils a robust functional network architecture in the brain: a hierarchy of strong positive and weak bimodal correlations
disease modeling	The impact of timescale separation in the co-evolution of contagions and institutions
Diseases trajectory	Unraveling cradle-to-grave disease trajectories from multilayer comorbidity networks
Disinformation	“Doing the Search”: Differential Tracking in Disinformation Websites and its Impact on Search Engine Results Supply, demand and spreading of news during COVID-19 and assessment of questionable sources production
Disk model	2. Resource and location sharing to improve geometric networks
disruption
Disruptiveness	Quantifying disruptiveness using neural embedding method
distance distribution	Exploring coarse-graining effects in structural brain connectivity
Distributed Collective Estimation	Messengers: the strength of weak ties in swarm robotic networks for a spatial collective estimation scenario
Distributed Decision Strategies	45. Structural insulators and promotors in networks under generic problem-solving dynamics
distributed ledger technologies	Heterogeneity- and homophily-induced vulnerability of a p2p network formation model: the IOTA autopeering protocol
Distributed systems	63. Temporal Behaviour of a Large Scale Microservice Network
diurnal patterns
diversity	How networks shape diversity for better or worse 34. Quantifying structure and diversity in film festival networks
Diversity Equity and Inclusion
Diversity Investments
diversity-induced resonance	Are “hubs” in beta-cell clusters an emergent network property or do they exist independently?
Divestment	Networks of climate finance reveal systemic failure of fossil fuel divestment
dolphin social behavior
domain prediction	Network Classification Based Structural Analysis of Real Networks and their Model-Generated Counterparts
Drift Diffusion Model	15. Misinformation spreading on networks: a quantitative analysis
Drug-Drug Interactions	Complex network analysis of electronic health records from multiple populations reveals biases in the administration of known drug-drug interactions
Dynamic Community Detection	Nodes within the cerebellum are integrators in the human brain networks 28. Using network science in veterinary epidemiology
Dynamic Geometry	Dynamic geometries and clonal interference create heterogeneous adaption patterns on networks
dynamic graph	De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs
Dynamic importance	Decision-making in uncertain networks via dynamic importance
dynamic network	Early detection of students-at-risk of failing using a dynamic network approach
dynamic networks	Messengers: the strength of weak ties in swarm robotic networks for a spatial collective estimation scenario Dynamic hidden-variable network models Exploring visualizations of large networks and embeddings using Helios-Web Modeling the resilience of businesses using mobility-based dependency networks
dynamic process on networks	The dynamic nature of percolation on networks with triadic interactions
dynamic reputation	17. The role of collective trust in sustainability of Stack Exchange communities
dynamical motifs
Dynamical Networks
dynamical processes	51. Dynamical processes in heterogeneous mobile agent networks
Dynamical Processes on Networks	27. Modeling gentrification as a dynamic spatio-temporal process
Dynamical systems	Maximizing anti-coordination in network games
dynamical transitions	Filter Bubble effect in opinion dynamics models
Dynamics	Starting a Fire with Twigs: Influence of Encapsulation Relations on Bottom-up Dynamics on Hypergraphs
Dynamics of networks	20. Co-Evolving Dynamics and Topology in a Coupled Oscillator Model of Resting Brain Function
Dynamics on Graphs	45. Structural insulators and promotors in networks under generic problem-solving dynamics
Dynamics on networks	Optimal Mesoscopic Structure of General Binary-State Dynamics on Networks 20. Co-Evolving Dynamics and Topology in a Coupled Oscillator Model of Resting Brain Function
E
echo chamber	11. Transitions between polarisation and radicalisation in a temporal bi-layer echo chambers model
Echo chambers	Messengers: the strength of weak ties in swarm robotic networks for a spatial collective estimation scenario Entropy-based detection of Twitter’s echo-chambers The effect of Collaborative-Filtering based Recommendation Algorithms on opinion diversity 60. Echo chambers and information transmission biases in homophilic/heterophilic networks
Ecological Network Analysis	12. Characterization of Resilience/Efficiency Optimized Networks
ecological networks	Old embeddings and novel AIs for network prediction in temporal graphs and phylogenetics Competitive hierarchies reduce network instability by keeping feedback weak 33. Economic Complexity algorithms in non-bipartite networks Multilayer networks of plasmid genetic similarity reveal potential pathways of gene transmission
Ecology	The human exposure network: a multi-scale study of the impact of chemicals in human health The architecture of multifunctional ecological networks Causality from Correlation Variation in host microbe-sharing networks structure across land use types and host species Network science: Applications for sustainable agroecosystems and food security
econometrics	41. Incorporating Social Network Structure into Discrete Choice Models Reconciling econometrics with maximum-entropy network models
Economic complexity	Analysing tripartite, manufacturer-supplier-product networks: the case-study of the automotive sector Mapping the economic complexity of green supply chains Modular network comparison of inter-industry labour mobility networks reveals differences in industrial clusters across six European countries 37. Product Progression: a machine learning approach to forecasting industrial upgrading 33. Economic Complexity algorithms in non-bipartite networks Economic complexity at the company level 36. Multidimensional Economic Complexity: How the Geography of Trade, Technology, and Research Explain Inclusive Green Growth Resolving the complexity puzzle: positions in global value chains contribute to explaining economic development
Economic Complexity Algorithms
Economic epidemiology
economic history	The Role of Immigrants, Emigrants, and Locals in the Historical Formation of European Knowledge Agglomerations
economic network	74. MNEs and multilayer economic networks befind industrial coagglomeration 37. Greening Austria’s transport system: A computational approach for estimating the required rail network capacities under new waste transport regulations
Economic networks	Inequality in economic shock exposures across the global firm-level supply network 47. Position in the supply network and digitalisation activity of manufacturing firms Reconstructing firm-level interactions: the Dutch input-output network
economic resilience	Modeling the resilience of businesses using mobility-based dependency networks
economical networks	Modular gateway-ness connectivity and structural core organization in maritime network science
Economics	65. A Multi-Layer Network Model of Climate Reinsurance: Company Benefits vs. Climate Resilience? Investigation of the relationship between the existence of zombie firms and their positions in the business trade network
Economics networks	35. A new metric to measure similarity between nodes in bipartite networks: the Sapling Similarity
Econophysics	Reconciling econometrics with maximum-entropy network models
Edge co-activations
Edge communities	Laplacian eigenmodes allow the categorization of edges in complex networks
Edge prediction	32. Self-consistent inference framework for the gravity model: overcoming limitations of proxy-based analyses
EDR	Exploring coarse-graining effects in structural brain connectivity
education	Socioeconomic segregation in friendship networks: Prevalence and determinants of same- and cross-SES friendships in US high schools.
Education research	0. Mapping Artificial Intelligence in Education Research: a Network‐based Keyword Analysis
eeg	6. Waking up from slow wave sleep perturbs brain connectivity patterns leading to sleep inertia
effective connectivity
Effective Tax Rate	Revealing the link between corporate structure and tax avoidance using higher order Markov models
Efficiency	26. The resilience of post-lockdown mobility networks
Ego networks	Unveiling the Impact of Employee Exits on Neighboring Social Interactions Gender differences in collaboration and career progression in physics
Ego-network analysis
ego-networks	Vaccination homophily during the Covid-19 pandemic
egocentric surveys
Eigenvalue Ratio Statistics	66. Spacing ratio statistics of multiplex directed networks
eigenvectors	21. Predicting attractors from spectral properties of stylized regulatory networks
election analysis	25. Analyzing Twitter Trends in the 2022 French Election
electoral campaign	Structural polarization and hate speech in Twitter during electoral campaign: A local Spanish election as a case study
Electronic Health Records	Complex network analysis of electronic health records from multiple populations reveals biases in the administration of known drug-drug interactions
electronic oscillators	1. Electronic Implementation of Networks of Kuramoto Oscillators
embedding	17. Inferring networks from the microgenomic abundance data 8. Interpretable Graph Embeddings based on Polar Opposites Higher-order Laplacians for graph embedding Finding Shortest and Nearly Shortest Paths in Substantially Incomplete Networks Exact and rapid linear clustering of networks with dynamic programming
embeddings	Modelling brain connectomes networks: Solv is a worthy competitor to hyperbolic geometry! SHEEP: Signed Hamiltonian Eigenvector Embedding for Proximity
embryo development	Gene regulatory network remodeling through embryonic development trajectories
emergence	Emerging Labour Flow Networks
Emergent patterns in social-ecological systems
Emerging collective behaviour	1. Multi-agent herding control of complex systems
empirical contact network
Empirical contact networks	61. Simple crowd dynamics to generate complex temporal contact networks
Empirical networks	29. Using a co-incidence network to investigate interaction patterns across geospatial areas
Endothelial to Mesenchymal Transition	Complex Networks in Dengue-induced endothelial cell plasticity
Enmity Paradox	Enmity Paradox
Ensemble inference	Ensemble inference of unobserved infections in networks using partial observations
ensemble nonequivalence	Effects of ensemble non-equivalence on network model selection
Entailment
Entropy	7. Threshold-free estimation of entropy from a Pearson matrix 56. Statistics on Reddit: entropy and Gini coefficient Generalized network density matrices for analysis of multiscale functional diversity 6. Entropy of labeled versus unlabeled networks 32. A performance characteristic curve for model evaluation: applications in information diffusion prediction 20. Testing Causal Timescales in Temporal Networks Reconciling econometrics with maximum-entropy network models
entropy estimation	24. Measuring the Complexity of an Exchangeable Graph
Entropy-based null-models	Entropy-based detection of Twitter’s echo-chambers 13. Bow-tie structures of Twitter discursive communities
Environmental exposures	The human exposure network: a multi-scale study of the impact of chemicals in human health
environmental identity	42. An agent-based model of cultural change for a low-carbon transition
epi-economic models	Modeling adaptive forward-looking behavior in epidemics on networks
Epidemic	Probability generating functions for epidemics on metapopulation networks 18. The lock-down communities management: Optimal spatio-temporal clustering of the inter-provincial Italian network during the Covid-19 crisis 62. The lock-down communities management: Optimal spatio-temporal clustering of the inter-provincial Italian network during the Covid-19 crisis Comparing the efficiency of forward and backward contact tracing
Epidemic model	Mixed bubbles: Maximizing epidemics with geographic and categorical assortativities in modular geometric graphs
Epidemic modeling	The path to dominance: Mobility networks and geographical heterogeneity in the establishment of the alpha variant in the US 15. The limitations of outbreak control: A metapopulation network modeling study [CANCELLED] Integrating dynamical modeling and phylogeographic inference to characterize global influenza circulation
epidemic modelling	Non-backtracking considerations for a modelling framework for the spread of epidemics on temporal networks The interplay between social inequalities, human contact patterns and the spread of epidemic processes Generalized contact matrices for epidemic modelling Statistical evidence of proximity-sensitive awareness in clusters of identical genetic sequences during the COVID-19 pandemic
epidemic models	Effect of initial infection size on network SIR model
epidemic spreading	Spatial immunization to abate disease spreading in transportation hubs The strength and weakness of disease-induced herd immunity Modeling adaptive forward-looking behavior in epidemics on networks Epidemic spreading and contact tracing on clique networks 53. Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact Monkeypox spread among Parisian venues Ensemble inference of unobserved infections in networks using partial observations
Epidemics	Maximizing anti-coordination in network games Vaccination Strategies for COVID-19 in the Omicron Era: A Mathematical Model Analysis 58. Contact networks have small metric backbones that maintain community structure and are primary transmission subgraphs Towards inferring network properties from epidemic data The Effects of Seasonal Human Mobility Networks and Aedes aegypti Habitat Suitability on Zika Virus Transmission in Colombia
epidemics on networks	29. Using a co-incidence network to investigate interaction patterns across geospatial areas The Populated Aotearoa Interaction Network for modelling spread of COVID-19 in Aotearoa New Zealand
epidemiological	31. Forecasting Human Mixing Behavior Using Online Surveys
epidemiology	Combining social science with network epidemiology to model the elimination of an endemic livestock disease Modeling adaptive forward-looking behavior in epidemics on networks An informational approach to uncover the age group interactions in epidemic spreading from macro analysis Non-selective distribution of infectious disease prevention may outperform risk-based targeting
Equivariance	Double Exchangeability in Knowledge Graphs Endows Neural Networks with Logical Knowledge Transfer
Erdos-Renyi	23. The exploration-exploitation paradigm for modelling dynamic networks
Erdos-Renyi network	11. Degree distributions under general node removal: Power-law or Poisson?
Erdős–Rényi graphs	The strength and weakness of disease-induced herd immunity
ERG	Entropy-based detection of Twitter’s echo-chambers
ERGM	45. The role, function and impact of automated agents in protest communication networks: a network analysis approach
escape mutations	Robust Immunization of the Herd: Mosaic Vaccination against Escape Mutants
ESCO	11. Labor Space : A spatial representation of the labor market
ethnic diversity	Intersectional Inequalities in the Impact of Online Visibility on Citations
Europe
evidence-based policy	37. Greening Austria’s transport system: A computational approach for estimating the required rail network capacities under new waste transport regulations
Evolution	Characterising Evolutionary Pathways for Adaptations using Analysis of Metabolic Correlations Networks
evolution of cooperation	The evolutionary dynamics of multiplayer cooperation in networks of mobile agents
Evolution tree analysis	37. Difference in emotional transitions between COVID-19 and other natural disasters’ tweets revealed by emotional evolution trees
evolutionary epidemiology	Robust Immunization of the Herd: Mosaic Vaccination against Escape Mutants
Evolutionary game	Is cooperation sustained under increased mixing in evolutionary public goods games on networks?
evolutionary game theory	Evolutionary game selection creates competitive environments
evolutionary graph theory	The evolutionary dynamics of multiplayer cooperation in networks of mobile agents
evolving network	38. Ultimatum Game: Evolving network with status and asymmetric role allocation
evolving networks	Temporal-topological properties of higher-order evolving networks Dynamics of random hyperbolic graphs
Ex post network implementation
Exchangeability	Double Exchangeability in Knowledge Graphs Endows Neural Networks with Logical Knowledge Transfer 24. Measuring the Complexity of an Exchangeable Graph
Excitable dynamics	Self-organized waves in excitable dynamics on graphs
Exercise Habits
Experiment	Counterfactual Bots
experimental game theory	Friendship Modulates Hierarchical Relations in Public Elementary Schools
Explainability	Explaining the Explainers in Graph Neural Networks: a Comparative Study
explainable AI	50. Identifying Medical Provider's Contribution to Medical Cooperation Using Graph Convolutional Networks
Exploit-explore dynamics	Novelties as new combinations: higher-order Heaps' laws
explosive cooperation
Explosive transition	Simplicially driven simple contagion 2. Phase transitions in network robustness
exponential random graph model (ERGM)	Socioeconomic segregation in friendship networks: Prevalence and determinants of same- and cross-SES friendships in US high schools.
Extended-range	Extended-range percolation in complex networks
external threats	Did the Russian invasion of Ukraine depolarize political discussions on Finnish social media?
F
f-MRI	Nodes within the cerebellum are integrators in the human brain networks
face-to-face interactions	26. Neighbourhood matching creates realistic surrogate temporal networks
failure	11. Degree distributions under general node removal: Power-law or Poisson?
fairness	Impact of multidimensional homophily on intersectional minorities
Fairness-aware methods	FairSNA: Algorithmic Fairness in Social Network Analysis
Fake News	15. Misinformation spreading on networks: a quantitative analysis
Feedback loops	To be or not to be: Uncovering the Interplay between Phenotypic Robustness and Plasticity in Gene Regulatory Networks.
feedback vertex set	3. Network Robustness against Random, Localized, and Targeted Attacks: From the Perspective of Loops
feedbacks	Competitive hierarchies reduce network instability by keeping feedback weak
festival network structure	34. Quantifying structure and diversity in film festival networks
fifa world cup
film festivals	34. Quantifying structure and diversity in film festival networks
filter bubble	The effect of Collaborative-Filtering based Recommendation Algorithms on opinion diversity
filter bubbles	Filter Bubble effect in opinion dynamics models
Financial Market	35. A network-based strategy of price correlations for optimal cryptocurrency portfolios
financial market network	73. Determining Trade Execution Timing with Stock Market Networks: Performance Comparison between Network Node Degree-based EMA and Traditional EMA
Financial Networks	Venture Capital Networks: Lead Investors Fit (& Win)
financial stability	Estimating the impact of supply chain contagion on financial stability
Finite population	Is cooperation sustained under increased mixing in evolutionary public goods games on networks?
finite size scaling	64. Finite Size Scaling Approach for Revealing Inherent Scale-Freeness in Heterogeneous Networks
firm ownership network	44. Birds of a feather: A method for detecting suspicious clusters of companies in the UK
firm-level data	Firm-level production networks: what do we (really) know?
Firms	Idea engines: Unifying innovation & obsolescence from markets & genetic evolution to science 72. Continuous Projection Space - Technology codes and Mergers & acquisitions predictions
Fisheries	42. International Fisheries Conflict and Spatial Overlap Networks to Identify High-Risk Dyads
Fitness	33. Economic Complexity algorithms in non-bipartite networks
Fitness and Complexity	Urban Economic Fitness and Complexity from Patent Data
Fitness Model	Venture Capital Networks: Lead Investors Fit (& Win)
FitzHugh-Nagumo networks	Are “hubs” in beta-cell clusters an emergent network property or do they exist independently?
fixation probability	Robust Immunization of the Herd: Mosaic Vaccination against Escape Mutants
flagging
flexibility
Flow Maps	54. From networks to flows: Using flow maps to understand mobility patterns in cattle trade
Flow propagation	Characterising the structural organization of the whole-brain: encompassing the cortex, subcortex, and cerebellum
flows on networks	60. Perturbation-based graph theory: an integrative dynamical perspective for the study of complex networks
fluctuation scaling	Synchronization-induced Taylor’s law of a coupled food chain model on networks
Fluctuations	Perturbed off scale -- Genuinely Nonlinear Network Responses and Tipping Points
fMRI data	Higher-order organization of resting-state fMRI signals
fMRI studies	68. Dynamic fMRI unveils a robust functional network architecture in the brain: a hierarchy of strong positive and weak bimodal correlations
FMRI time-series	30. Noise-cleaning the precision matrix of fMRI time series
Focal node silencing
Food Web	33. Economic Complexity algorithms in non-bipartite networks
foraging	70. Mapping the space of research interests with embedding methods
Forced oscillation	Locating the source of forced oscillations in transmission power grids
forecast	31. Forecasting Human Mixing Behavior Using Online Surveys
Forecasting
Fourier Transform	Fourier Transform of temporal networks
fractal networks	Towards a Better Understanding of the Characteristics of Fractal Networks
fractional centralities
fractional Laplacians
Frequent Pattern Mining	65. Frequent Pattern Mining in Simplicial Complexes
freshmen	54. The evolution of freshmen networks during and after lockdown: Comparing two cohorts
friendship	Friendship Modulates Hierarchical Relations in Public Elementary Schools 54. The evolution of freshmen networks during and after lockdown: Comparing two cohorts
friendship networks	Socioeconomic segregation in friendship networks: Prevalence and determinants of same- and cross-SES friendships in US high schools.
friendship paradox	Enmity Paradox
Frustration
Functional brain networks	Assortative mixing in micro-architecturally annotated brain networks 72. Brain network flexibility as a marker of mutual adaptation of humans and machines. 68. Dynamic fMRI unveils a robust functional network architecture in the brain: a hierarchy of strong positive and weak bimodal correlations
Functional connectivity	30. Noise-cleaning the precision matrix of fMRI time series 66. Large-scale dynamic network and information theoretic analyses of coherent cortical activity during visual working memory in primates. 20. Co-Evolving Dynamics and Topology in a Coupled Oscillator Model of Resting Brain Function
Functional networks	5. Simplifying functional network representation and interpretation through causality clustering Characterising air transport delays through complex networks: results and challenges
Functional/structural resilience	Physics and complexity of interdependent networks
G
Galaxy evolution	A multi-model analysis of galaxy evolution: A Network Science approach
game theory	Competitive influence maximisation in the presence of negative ties
gamestop	Self-induced consensus formation among Reddit users on the GameStop short squeeze 50. From communities to outliers: a portrait of WallStreetBets users
Gender	Intersectional Inequalities in the Impact of Online Visibility on Citations 64. Gender homophily in acknowledgement mention network
Gender Bias	Complex network analysis of electronic health records from multiple populations reveals biases in the administration of known drug-drug interactions
Gender differences	Gender differences in collaboration and career progression in physics
Gender Differences in Science of Innovation	Network-Based Temporal Novelty Measure and the Innovation Glass Ceiling
gender gaps
Gender Inequality	51. Academic Mobility as a Driver of Productivity: A Gender-centric Approach 12. Quantifying Systemic Gender Inequality in Visual Art
Gender Medicine
Gender representation	Gender representation and homophily as barriers to women’s career in science
Gendered Citation
Gene regulation	10. Gene regulatory networks and their spatial embedding
Gene Regulatory networks	Gene regulatory network remodeling through embryonic development trajectories 4. To be or not to be: Uncovering the Interplay between Phenotypic Robustness and Plasticity in Gene Regulatory Networks. To be or not to be: Uncovering the Interplay between Phenotypic Robustness and Plasticity in Gene Regulatory Networks. 21. Predicting attractors from spectral properties of stylized regulatory networks
Generalized entropies
Generalized linear model	31. Accounting for network dependencies when assessing covariate effects via Graphon-structured residuals
generating function	Rank Distribution in Random Recursive Trees
generating functions	Complex hypergraphs
generative model	Sampling Networks from Modular Compression of Network Flows Structure of brain connectome and contactome in fly, mouse, and human
Generative Modeling	20. Co-Evolving Dynamics and Topology in a Coupled Oscillator Model of Resting Brain Function
generative network models	Generative models for two-ground-truth partitions in networks
Genetic algorithm
genetic interaction	Predicting genetic interactions with a network based method
genetic sequence analysis	Statistical evidence of proximity-sensitive awareness in clusters of identical genetic sequences during the COVID-19 pandemic
genetic similarity networks	Multilayer networks of plasmid genetic similarity reveal potential pathways of gene transmission
geo-capital
geodesic curve	Finding Shortest and Nearly Shortest Paths in Substantially Incomplete Networks
geographic inequality	44. Networks of national preference in scientific recognition
Geographic Information System	27. Potential landscape of human flow in cities
geography	74. MNEs and multilayer economic networks befind industrial coagglomeration
Geometric Deep Learning	Spacetime Random Geometric Graph Neural Networks
geometric embedding	Embedding networks into hyperbolic spaces by greedy routing optimisation
Geometric graph	2. Resource and location sharing to improve geometric networks
Geometric graphs	Mixed bubbles: Maximizing epidemics with geographic and categorical assortativities in modular geometric graphs
geometric networks	8. Characterizing spatial networks using β-skeletons
Geospatial	The Association Between Homophily on Illicit Drug Use and PrEP Conversations Among Latino Men Who Have Sex with Men in Miami-Dade, Florida, US: A Social Network and Spatially Explicit Study
Giant component	Complex hypergraphs Modeling critical connectivity constraints in random and empirical networks
Gini Coefficient	56. Statistics on Reddit: entropy and Gini coefficient
Global Architecture	Characterising the structural organization of the whole-brain: encompassing the cortex, subcortex, and cerebellum
global art field
Global Coordination	45. Structural insulators and promotors in networks under generic problem-solving dynamics
Global food supply chains	Network science: Applications for sustainable agroecosystems and food security
global interactional structure
global territorial structure
Global Value Chains	Mapping Global Value Chains at the Product Level Resolving the complexity puzzle: positions in global value chains contribute to explaining economic development
Globalization	Quantifying progress in research topics across nations
globalizer
Google Trends	30. Understanding COVID-19 pandemic trajectories: why changes in online behavior matter for now-casting
Gould Fernandez brokerage	38. A Weighted and Normalized Gould‒Fernandez brokerage measure
GPS Devices
GPS traces
Granger Causality	5. Simplifying functional network representation and interpretation through causality clustering Characterising air transport delays through complex networks: results and challenges
graph	Fitting degree distributions of complex networks
Graph clustering	A multi-model analysis of galaxy evolution: A Network Science approach [CANCELLED] 19. Linear Clustering Process on Networks
Graph Coloring Dynamic	45. Structural insulators and promotors in networks under generic problem-solving dynamics
Graph comparison	A multi-model analysis of galaxy evolution: A Network Science approach
graph complexity	24. Measuring the Complexity of an Exchangeable Graph
graph convolutional networks	Identify Influential Simplices via Hierarchical Simplicial Convolutional Network 50. Identifying Medical Provider's Contribution to Medical Cooperation Using Graph Convolutional Networks
Graph embedding	32. A Fine-Grained Map of All Sciences: Visualizing Nations' Scientific Production 9. A biased contrastive learning debiases graph neural networks Exploring visualizations of large networks and embeddings using Helios-Web Quantifying disruptiveness using neural embedding method Clustering graph embedding in sparse networks
graph ensembles	Ensembles of reconstructed networks from dynamics
Graph entropy	24. Measuring the Complexity of an Exchangeable Graph
Graph Fourier Transform	40. Clustering in the d'Alembertian Eigenspace of Temporal Networks
Graph Laplacian	Laplacian eigenmodes allow the categorization of edges in complex networks Emergence of geometric Turing patterns in complex networks Inferring missing edges in a graph from observed collective patterns
graph learning	41. Incorporating Social Network Structure into Discrete Choice Models
graph mining	Fast Multiplex Graph Association Rules for Link Prediction
Graph neural network	More Accurate Demand Forecasting in Open Systems using Cartograms Inferring the stochastic dynamics of complex networks via message-passing mechanism 39. Graph neural network mitigates nonlocal cascading failures 21. Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities
graph neural network model	A Graph Attention Network for human mobility prediction
Graph Neural Networks	Portfolio diversification using network science and machine learning Spacetime Random Geometric Graph Neural Networks Explaining the Explainers in Graph Neural Networks: a Comparative Study 41. Predicting critical behaviors of complex dynamic systems via learning the governing mechanism 49. One Graph to Rule them All: Using NLP and Graph Neural Networks to analyse Tolkien's Legendarium De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs
Graph Representation Learning	Explaining the Explainers in Graph Neural Networks: a Comparative Study
Graph Shannon Entropy	Laplacian eigenmodes allow the categorization of edges in complex networks
Graph Signal Processing	40. Clustering in the d'Alembertian Eigenspace of Temporal Networks
Graph structure	Laplacian eigenmodes allow the categorization of edges in complex networks
Graph Summarization	Comparing Link Filtering Backbone Techniques in Real-World Networks
graph theory	How networks shape diversity for better or worse 49. Subgraphs, motifs, and scaling in a dynamic airline network A Network Science Approach to Model Algorithmic Competition and Collusion Laplacian eigenmodes allow the categorization of edges in complex networks igraph — the network analysis package Color-avoiding connected spanning subgraphs with minimum number of edges 60. Perturbation-based graph theory: an integrative dynamical perspective for the study of complex networks Characterising the structural organization of the whole-brain: encompassing the cortex, subcortex, and cerebellum
Graph-theory	22. Protein residue networks (PNR) and discrete Markov chains to characterize active sites in SARS-CoV2 main protease Mpro through graph theory
Graphon	31. Accounting for network dependencies when assessing covariate effects via Graphon-structured residuals
graphon entropy	24. Measuring the Complexity of an Exchangeable Graph
Graphons	40. Clustering in the d'Alembertian Eigenspace of Temporal Networks Spacetime Random Geometric Graph Neural Networks
Graphs and networks	70. Structural precision: evaluating link prediction algorithms from the perspective of edge significance
Grazing	Resource-driven movements of livestock herds: impact of climate change on network dynamics
greedy routing	Embedding networks into hyperbolic spaces by greedy routing optimisation
green policies
green supply chains	Mapping the economic complexity of green supply chains
group behaviour analysis
group dynamics
group formation	Homophily-based social group formation in a spin glass self-assembly framework
Group interaction	Is cooperation sustained under increased mixing in evolutionary public goods games on networks?
group selection	The impact of timescale separation in the co-evolution of contagions and institutions
growing networks
H
Hashing	Temporal network compression via network hashing
hate speech	Structural polarization and hate speech in Twitter during electoral campaign: A local Spanish election as a case study Improving discourse quality in social media networks: A large-scale, longitudinal study of influencing speech characteristics
haute cuisine restaurants	70. Multi-level social relationships among Michelin-starred chefs
Hawkes processes
health	Quantifying road network vulnerability by access to healthcare
Heaps' law	51. Novelties and Polarization in Recommendation Algorithms Novelties as new combinations: higher-order Heaps' laws Modeling innovation in the cryptocurrency ecosystem
Hegselmann-Krause bounded confidence model	On the side-effects of compromising: coupling agents' heterogeneity with network effects in a bounded confidence opinion dynamics model
herd immunity	The strength and weakness of disease-induced herd immunity Robust Immunization of the Herd: Mosaic Vaccination against Escape Mutants
Herding	1. Multi-agent herding control of complex systems
Heterogeneous graph neural networks	5. Heterogeneous graph neural networks for Academic Collaboration Network characterisation from spurious data
Heterogeneous networks	Extended-range percolation in complex networks Exact solution of Markovian SIR epidemics on heterogeneous networks
heterophily	Structural measures of similarity and complementarity in complex networks
hidden geometry	Hidden Geometry Reveals Multiscale Organization of Real Multiplex Networks
Hidden variables	Dynamic hidden-variable network models
hierarchical modularity	Hierarchical modularity optimizes memory capacity near criticality in echo state networks
High order networks	Temporal-topological properties of higher-order evolving networks
High-order Interactions	69. Emergence of High-Order Functional Hubs in the Human Brain
higher education	30. Course-Prerequisite Networks for Analyzing and Understanding Academic Curricula Early detection of students-at-risk of failing using a dynamic network approach
higher order
higher order network	Revealing the link between corporate structure and tax avoidance using higher order Markov models De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs
higher-arity algebra	3. Higher-Arity Algebra for Higher-Order Networks
higher-order	12. Chimera states on non-regular higher-order structures Mapping biased higher-order walks reveals overlapping communities 7. A Principled, Flexible and Efficient Framework for Hypergraph Benchmarking
Higher-order components	57. Role of higher-order components in higher-order contagion dynamics on hypergraphs
Higher-order contagion	57. Role of higher-order components in higher-order contagion dynamics on hypergraphs
Higher-order dynamical processes	Hyper-core decomposition of hypergraphs: the role of hyper-cores in higher-order dynamical processes
higher-order interaction	Starting a Fire with Twigs: Influence of Encapsulation Relations on Bottom-up Dynamics on Hypergraphs
Higher-order interactions	Synergistic Hypergraphs: A Method for Removing Unnecessary Hyperedges in Information-Theoretic Hypergraphs through O-information. Inference of task-related higher-order interactions from neural signals Higher-order interactions: an efficient heuristic to identify synergistic associations in big data Higher-order interactions reveal complex memory in temporal networks Analysing multiscale clustering with persistent homology Physics and complexity of interdependent networks Simplicially driven simple contagion Hyper-core decomposition of hypergraphs: the role of hyper-cores in higher-order dynamical processes Hypergraphs or simplicial complexes: Untangling the effect of higher-order representations on collective dynamics
Higher-order network	Identify Influential Simplices via Hierarchical Simplicial Convolutional Network Higher-order Laplacians for graph embedding
higher-order networks	Percolation and topological properties of temporal higher-order networks The impact of timescale separation in the co-evolution of contagions and institutions 13. Higher-order random walkers: Blob diffusion on complex networks Triadic approximation for complex contagion on networks Predicting Influential Higher-Order Patterns in Temporal Network Data Bayesian Detection of Mesoscale Structures in Pathway Data on Graphs The dynamic nature of percolation on networks with triadic interactions
Higher-order organisation	Compression-based inference of network motif sets
Higher-order statistics	Higher-order organization of resting-state fMRI signals
Higher-order Structures	65. Frequent Pattern Mining in Simplicial Complexes 53. Higher-Order Estimate of Open Mindedness in Online Political Discussions
higher-order system	3. Higher-Arity Algebra for Higher-Order Networks
Higher-order-connected hypergraph model	57. Role of higher-order components in higher-order contagion dynamics on hypergraphs
historic population trajectories	46. Flexible agent-based models for explaining population booms and busts in prehistory
history
HIV	Non-selective distribution of infectious disease prevention may outperform risk-based targeting The Association Between Homophily on Illicit Drug Use and PrEP Conversations Among Latino Men Who Have Sex with Men in Miami-Dade, Florida, US: A Social Network and Spatially Explicit Study
Hodge Laplacian	Quantifying the Topological Stability of a Simplicial Complex
homological scaffold	Topological scaffolds outperform functional connectivity in brain fingerprinting
homology groups	Quantifying the Topological Stability of a Simplicial Complex
Homophilic networks	60. Echo chambers and information transmission biases in homophilic/heterophilic networks
Homophilic Segregation
homophily	Homophily-based social group formation in a spin glass self-assembly framework 65. Minority group size moderates inequity-reducing strategies in homophilic networks Transition to a structurally balanced paradise state in the system with agents' opinions The Centrality of Minorities under Triadic Closure and Homophily Statistical inference of homophily with network ensembles 62. Let's Tweet about Soccer? A Gender-centric Question Structural measures of similarity and complementarity in complex networks Vaccination homophily during the Covid-19 pandemic Gender representation and homophily as barriers to women’s career in science
Homophily-fitness model	Structural marginalization in networks - How inequality of opportunities generate it: the homophily-fitness model
Hopfield neural network	18. Effect of spatial correlations on Hopfield Neural Network and Dense Associative Memories
horizontal gene transfer	Multilayer networks of plasmid genetic similarity reveal potential pathways of gene transmission
Host microbiome	Variation in host microbe-sharing networks structure across land use types and host species
hub
human connectome	43. Does metastability predict sensitivity to perturbation?
human mobility	Mobility and transit segregation in urban spaces. 52. Characterize the role of human mobility behind COVID-19 spatial invasion in the US 26. The resilience of post-lockdown mobility networks Epidemic spatial invasion of the first wave COVID-19 epidemic in Senegal Impact of COVID-19 on Chile’s Internal Migration Emergence of complex topologies from flux-weighted optimization of network efficiency A Mobility-Informed Segregation Model A Graph Attention Network for human mobility prediction [CANCELLED] Integrating dynamical modeling and phylogeographic inference to characterize global influenza circulation Changes in the time-space dimension of human mobility during the COVID-19 pandemic 27. Potential landscape of human flow in cities 29. Mobility Census for the analysis of rapid urban development Modeling the resilience of businesses using mobility-based dependency networks 24. Information transfer in co-location networks 53. Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact Human Mobility in China: A National Overview Before and After the COVID-19 Outbreak
human mobility networks	28. Quantifying and forecasting the mobility change in Shanghai during the SARS-CoV-2 Omicron Outbreak
Human-machine Systems	72. Brain network flexibility as a marker of mutual adaptation of humans and machines.
Hybrid Phase Transition	Link overlap influences opinion dynamics on multiplex networks of Ashkin-Teller spins
Hyper-core decomposition	Hyper-core decomposition of hypergraphs: the role of hyper-cores in higher-order dynamical processes
Hyper-coreness	Hyper-core decomposition of hypergraphs: the role of hyper-cores in higher-order dynamical processes
hyperbolic embedding	Embedding directed networks into hyperbolic spaces
hyperbolic geometry	Modelling brain connectomes networks: Solv is a worthy competitor to hyperbolic geometry! Inherent uncertainty of hyperbolic embeddings of complex networks Finding Shortest and Nearly Shortest Paths in Substantially Incomplete Networks
hyperbolic networks	Embedding directed networks into hyperbolic spaces
hyperbolic random graphs	6. Discrete model emulating properties of hyperbolic random graphs 62. Nearest-neighbour directed random hyperbolic graphs
hypergraph	71. Hypergraph patterns and collaboration structure Structural correlations and economic decline spreading in international trade hypergraphs Contagion dynamics on hypergraphs with nested hyperedges 57. Role of higher-order components in higher-order contagion dynamics on hypergraphs The simpliciality of empirical datasets XGI: A Python package for higher-order interaction networks Percolation and critical dynamics of (k,q)-core decomposition of hypergraphs Starting a Fire with Twigs: Influence of Encapsulation Relations on Bottom-up Dynamics on Hypergraphs 3. Higher-Arity Algebra for Higher-Order Networks
Hypergraphs	Complex hypergraphs Percolation and topological properties of temporal higher-order networks Synergistic Hypergraphs: A Method for Removing Unnecessary Hyperedges in Information-Theoretic Hypergraphs through O-information. 69. Emergence of High-Order Functional Hubs in the Human Brain 53. Higher-Order Estimate of Open Mindedness in Online Political Discussions 57. Political Participation and Voluntary Association : A Hypergrah case Study 66. A mixed-methods approach to study socio-semantic networks Hyper-core decomposition of hypergraphs: the role of hyper-cores in higher-order dynamical processes 7. A Principled, Flexible and Efficient Framework for Hypergraph Benchmarking Hypergraphs or simplicial complexes: Untangling the effect of higher-order representations on collective dynamics
Hypertension
Hypothesis Testing	A More Descriptive Null Model for Assessing Data Mining Results
I
Imitation	Tinkering and Innovation in Collapsing Cultural Systems
immunization on networks	Non-selective distribution of infectious disease prevention may outperform risk-based targeting
Immunization strategies
imputation	54. The evolution of freshmen networks during and after lockdown: Comparing two cohorts
incomplete data	Mapping flows on multilayer networks with incomplete layers
incomplete network	Finding Shortest and Nearly Shortest Paths in Substantially Incomplete Networks
Independent cascade model
Industrial clusters	Modular network comparison of inter-industry labour mobility networks reveals differences in industrial clusters across six European countries
industry research	34. Quantifying structure and diversity in film festival networks
inequality	65. Minority group size moderates inequity-reducing strategies in homophilic networks Inequality in economic shock exposures across the global firm-level supply network Socioeconomic segregation in friendship networks: Prevalence and determinants of same- and cross-SES friendships in US high schools. Impact of multidimensional homophily on intersectional minorities
infected	Exact solution of Markovian SIR epidemics on heterogeneous networks
infection	Trading contact tracing efficiency for finding patient zero
Infectious disease	Combining social science with network epidemiology to model the elimination of an endemic livestock disease
Infectious Disease Ecology	Impact of the human contact network on the selective advantage of emerging viral variants.
Infectious disease modeling	52. Characterize the role of human mobility behind COVID-19 spatial invasion in the US
Infectious disease modelling	55. Changing Hands: Heterogeneity in network structure switches the dominant transmission mode of infectious disease
Infectious Diseases	Complex Networks in Dengue-induced endothelial cell plasticity Generalized contact matrices for epidemic modelling
Infectious diseases modeling	Epidemic spatial invasion of the first wave COVID-19 epidemic in Senegal
Inference	Towards inferring network properties from epidemic data
infinitesimal generator	Exact solution of Markovian SIR epidemics on heterogeneous networks
Influence	29. Measures for causal network inference 26. Measuring meaningful user influence on temporal networks
Influence Matrix
Influence Maximisation	14. Seed Selection for Linear Threshold Model in Multilayer Networks Competitive influence maximisation in the presence of negative ties
Influence maximization	Decision-making in uncertain networks via dynamic importance Identify Influential Simplices via Hierarchical Simplicial Convolutional Network
Influential node identification	58. Restoration of the isolated core's influence on k-shell structures
Influential nodes	Identifying key players in networks through variational quantum algorithm with deep Q-learning 16. A Centrality Ranking Strategy in Modular Complex Networks
Influential Simplices	Identify Influential Simplices via Hierarchical Simplicial Convolutional Network
Influential spreaders
Influenza	[CANCELLED] Integrating dynamical modeling and phylogeographic inference to characterize global influenza circulation
infodemics	13. Bow-tie structures of Twitter discursive communities
infomap	Synchronization of Regional Development - Influence of Clusters in the Regional Production Network
Information	Supply, demand and spreading of news during COVID-19 and assessment of questionable sources production 54. The diffusion of information in social media – How complex is it?
information cascades	45. The role, function and impact of automated agents in protest communication networks: a network analysis approach
information centrality
information diffusion	35. Finding polarised communities and tracking information diffusion on Twitter: The Irish Abortion Referendum Finding polarised communities and tracking information diffusion on Twitter: The Irish Abortion Referendum 45. The role, function and impact of automated agents in protest communication networks: a network analysis approach 32. A performance characteristic curve for model evaluation: applications in information diffusion prediction Modelling how social network algorithms can influence opinion polarization 41. Mechanistic interplay between opinion polarization and spread of information Diffusion approximation of a network model of meme popularity 56. Causal inference in sparse partially observed large-scale networks 37. Difference in emotional transitions between COVID-19 and other natural disasters’ tweets revealed by emotional evolution trees
Information dynamics	Generalized network density matrices for analysis of multiscale functional diversity
information flow	Workplace Recommendation with Temporal Network Objectives 52. Innovation and performance: inside the organizational network
Information Integration	Laplacian eigenmodes allow the categorization of edges in complex networks
Information networks	Information networks analysis of time series with applications to climate tipping points
information processing
Information spreading	68. How to measure trends on Twitter?
Information theory	69. Emergence of High-Order Functional Hubs in the Human Brain Hidden Directionality of Co-citation Network and Its Relation to the Impact of Scientific Papers 24. Information transfer in co-location networks On the reconstructability of complex networks Compression-based inference of network motif sets The limits of human mobility traces to predict the spread of COVID-19
Information transfer	Extended-range percolation in complex networks
Information transmission biases	60. Echo chambers and information transmission biases in homophilic/heterophilic networks
Infrastructure networks	Modeling critical connectivity constraints in random and empirical networks Quantifying road network vulnerability by access to healthcare Color-avoiding connected spanning subgraphs with minimum number of edges
inhomogeneous random graph models
initial conditions	Effect of initial infection size on network SIR model
Innovation	52. Innovation and performance: inside the organizational network Innovation and Order in Citation Networks Quantifying disruptiveness using neural embedding method Idea engines: Unifying innovation & obsolescence from markets & genetic evolution to science Network-Based Temporal Novelty Measure and the Innovation Glass Ceiling
Innovation dynamics	71. The geography of innovation dynamics
Innovation Networks	Network-Based Temporal Novelty Measure and the Innovation Glass Ceiling
innovation studies	33. It’s in the syllabus: A data infrastructure for innovation studies
Innovation Success	Network-Based Temporal Novelty Measure and the Innovation Glass Ceiling
innovation transmission
input-output analysis	Firm-level production networks: what do we (really) know? Resolving the complexity puzzle: positions in global value chains contribute to explaining economic development
Input-Output Products	Mapping Global Value Chains at the Product Level
institutions	The impact of timescale separation in the co-evolution of contagions and institutions
Insurance	65. A Multi-Layer Network Model of Climate Reinsurance: Company Benefits vs. Climate Resilience?
Integer programming	59. A Branch-and-Cut Method for Globally Maximizing Modularity and Discovering Network Communities 10. Heuristic Modularity Maximization Algorithms for Community Detection Rarely Return an Optimal Partition or Anything Similar
Integration	26. The resilience of post-lockdown mobility networks
inter class passage time	Diffusion-based classification of urban spatial patterns
Inter-organizational networks	58. Exploring the Communication network of the Civil Society organizations in Austria dealing with Ukrainian refugees and humanitarian aid
interacting contagions	Simplicially driven simple contagion
interaction network	The Populated Aotearoa Interaction Network for modelling spread of COVID-19 in Aotearoa New Zealand
interaction strengths	Competitive hierarchies reduce network instability by keeping feedback weak
interactions	56. Generating interactions for friendship networks
interactive visualization	Exploring visualizations of large networks and embeddings using Helios-Web
internal migration	Impact of COVID-19 on Chile’s Internal Migration
International	42. International Fisheries Conflict and Spatial Overlap Networks to Identify High-Risk Dyads
international migration	43. More people too poor to move: divergent effects of climate change on global migration patterns
International relations	Local balance reveals major historical events in signed networks of international relations
International Trade	Structural correlations and economic decline spreading in international trade hypergraphs
Internet	Finding Shortest and Nearly Shortest Paths in Substantially Incomplete Networks
Interpretability	8. Interpretable Graph Embeddings based on Polar Opposites
intersectionality	Intersectional Inequalities in the Impact of Online Visibility on Citations Impact of multidimensional homophily on intersectional minorities
Investment Stages	39. Effects of syndication network on specialisation and performance of venture capital firms
J
Jaccard similarity	61. Theoretical analysis of co-occurrence network structure derived from frequency distribution
Jacobian distance	Unraveling the mesoscale organization induced by network-driven processes
Joint-investment Network	39. Effects of syndication network on specialisation and performance of venture capital firms
K
Kemeny Constant	22. Protein residue networks (PNR) and discrete Markov chains to characterize active sites in SARS-CoV2 main protease Mpro through graph theory
key1
key2
key3
Keyword network analysis	0. Mapping Artificial Intelligence in Education Research: a Network‐based Keyword Analysis
Knowledge and technologies diffusion
Knowledge graph	49. KAIST Knowledge Graph (KKG) of creative associations between concepts
Knowledge graphs	Double Exchangeability in Knowledge Graphs Endows Neural Networks with Logical Knowledge Transfer
Knowledge networks	36. Individual differences in knowledge network navigation
Knowledge Production	32. A Fine-Grained Map of All Sciences: Visualizing Nations' Scientific Production Network-Based Temporal Novelty Measure and the Innovation Glass Ceiling
knowledge sharing	70. Multi-level social relationships among Michelin-starred chefs
Knowledge space	70. Mapping the space of research interests with embedding methods
Knowledge-systems	Uncovering the universal nature of citation networks: From science of science to law of law and patterns of patents
Kolmogorov complexity	Tinkering and Innovation in Collapsing Cultural Systems
kullback-leibler divergence
Kullback-Liebler divergence	11. Degree distributions under general node removal: Power-law or Poisson?
Kuramoto	44. Structural Control of Community-Structured Oscillator Networks 43. Does metastability predict sensitivity to perturbation?
Kuramoto model	On the location and the strength of controllers to desynchronize coupled Kuramoto oscillators
Kuramoto oscillator	1. Electronic Implementation of Networks of Kuramoto Oscillators
L
label propagation	Fast label propagation algorithm for community detection
label shuffling
labor economics
labor flow network	74. MNEs and multilayer economic networks befind industrial coagglomeration
Labor market	11. Labor Space : A spatial representation of the labor market
Labor space	11. Labor Space : A spatial representation of the labor market
labour flow networks	Emerging Labour Flow Networks
Labour mobility networks	Modular network comparison of inter-industry labour mobility networks reveals differences in industrial clusters across six European countries
Land use change	Variation in host microbe-sharing networks structure across land use types and host species
Landau-Ginzburg FrameWork	Link overlap influences opinion dynamics on multiplex networks of Ashkin-Teller spins
Language networks	14. Discovering Semantic Relationships Using a Temporal Multiplex Network For a Context-Aware Filipino Wordnet
Laplacian	40. Clustering in the d'Alembertian Eigenspace of Temporal Networks Higher-order Laplacians for graph embedding
Laplacian renormalization group	Rethinking community detection in the light of the Laplacian Renormalization Group
Large Language Models	20. Extracting Belief Networks from Tweets
Large-Scale Networks
LASSO regression	Revealing the link between corporate structure and tax avoidance using higher order Markov models
Latent Dirichlet allocation
latent embeddings	34. Quantifying structure and diversity in film festival networks
latent variable models	Flexible inference in heterogeneous and attributed multilayer networks
Latino men who have sex with men	The Association Between Homophily on Illicit Drug Use and PrEP Conversations Among Latino Men Who Have Sex with Men in Miami-Dade, Florida, US: A Social Network and Spatially Explicit Study
Lattices & Networks	On the side-effects of compromising: coupling agents' heterogeneity with network effects in a bounded confidence opinion dynamics model
Law of law	Uncovering the universal nature of citation networks: From science of science to law of law and patterns of patents
Leadership communication	Unveiling the Impact of Employee Exits on Neighboring Social Interactions
Learning and Rationality	Maximizing anti-coordination in network games
Learning environments
Legal citations	Uncovering the universal nature of citation networks: From science of science to law of law and patterns of patents
Lending network	19. Complex Networks of Human-Book Interactions
Levin models	Epidemic spatial invasion of the first wave COVID-19 epidemic in Senegal
Library	19. Complex Networks of Human-Book Interactions
Lichens	The structure of the global network of Lichen Symbionts
Linear Algebra	Causality from Correlation
Linear and nonlinear dynamics	59. Spreading and Structural Balance on Signed Networks
linear process	[CANCELLED] 19. Linear Clustering Process on Networks
linear stability	Analysis of mean-field approximation for Deffuant opinion dynamics on networks
Linear Threshold Model	14. Seed Selection for Linear Threshold Model in Multilayer Networks
linguistics
link prediction	‘Stealing fire or stacking knowledge’ by machine intelligence to model link prediction in complex networks Mapping Philanthropic Support of Science Predicting genetic interactions with a network based method 19. Short- and long-term temporal network prediction based on network memory 70. Structural precision: evaluating link prediction algorithms from the perspective of edge significance
link prediction prediction	25. Temporal Network Prediction and Interpretation
link selection	67. Statistical and Machine Learning Link Selection Methods for Brain Functional Networks: Review and Comparison
Linked microdata	29. Using a co-incidence network to investigate interaction patterns across geospatial areas
Livestock disease	Combining social science with network epidemiology to model the elimination of an endemic livestock disease
Livestock movements	Resource-driven movements of livestock herds: impact of climate change on network dynamics
Livestock network	Combining social science with network epidemiology to model the elimination of an endemic livestock disease
load redistribution	71. Systemic Risk of Cascading Failures/Overloads in a Recoverable Network under Redistributed Elastic Load: Work in Progress
Local balance	Local balance reveals major historical events in signed networks of international relations
Local correlation
Local Dominance	Local dominance unveils clusters in networks
local transformation	Flow of temporal network properties under local aggregation and time shuffling
locality principle	16. Multiscale semiwalk-based measure of structural balance in signed networks
localization
localized attack	3. Network Robustness against Random, Localized, and Targeted Attacks: From the Perspective of Loops
long-term prediction	19. Short- and long-term temporal network prediction based on network memory
Louvain	The advantage of Quantum Annealer Devices in Brain Connectome Community Detection
Lyapunov exponents	Lyapunov Exponents for Temporal Networks
M
machine learning	5. Heterogeneous graph neural networks for Academic Collaboration Network characterisation from spurious data 17. Inferring networks from the microgenomic abundance data 44. Birds of a feather: A method for detecting suspicious clusters of companies in the UK 67. Statistical and Machine Learning Link Selection Methods for Brain Functional Networks: Review and Comparison 32. A performance characteristic curve for model evaluation: applications in information diffusion prediction Distinguishing simple and complex contagion processes on complex networks 22. Common spatial pattern for time-varying networks 37. Product Progression: a machine learning approach to forecasting industrial upgrading Economic complexity at the company level Predicting Persuasion Success with Network-Based Machine-Learning Tools 24. Restore structure evolution trajectory of networked complex systems Functional Desynchronization and Structural Rewiring in Brain Tumor Networks 72. Continuous Projection Space - Technology codes and Mergers & acquisitions predictions 35. A new metric to measure similarity between nodes in bipartite networks: the Sapling Similarity
macroeconomic impacts	43. More people too poor to move: divergent effects of climate change on global migration patterns
Magnetic Brain Stimulation	Nodes within the cerebellum are integrators in the human brain networks
main viral proteases	22. Protein residue networks (PNR) and discrete Markov chains to characterize active sites in SARS-CoV2 main protease Mpro through graph theory
Maki--Thompson model	From subcritical behavior to a correlation-induced transition in rumor models
malicious agents
Manifold	8. A Manifold Minimization Principle for Physical Networks
Manifold Learning	29. Mobility Census for the analysis of rapid urban development
map equation	Sampling Networks from Modular Compression of Network Flows Mapping biased higher-order walks reveals overlapping communities
Maritime networks	Modular gateway-ness connectivity and structural core organization in maritime network science
Markov chain	Is cooperation sustained under increased mixing in evolutionary public goods games on networks?
Markov chains	Exact solution of Markovian SIR epidemics on heterogeneous networks
Markov graph	Exact solution of Markovian SIR epidemics on heterogeneous networks
Markov Model	Predicting Influential Higher-Order Patterns in Temporal Network Data
Markov Stability analysis	Analysing multiscale clustering with persistent homology
Master equations	Optimal Mesoscopic Structure of General Binary-State Dynamics on Networks
material flows	A new method for mapping global phosphorus flows
mathematical analysis
Mathematical Modeling	Modeling Scientific Recognition Process in Complex Awarding Systems – Going Beyond Citation Local vs. nationwide restrictions against COVID-19 pandemic in France between September 2020 and June 2021
Mathematical programming	59. A Branch-and-Cut Method for Globally Maximizing Modularity and Discovering Network Communities 10. Heuristic Modularity Maximization Algorithms for Community Detection Rarely Return an Optimal Partition or Anything Similar
matrix differential equations	Quantifying the Topological Stability of a Simplicial Complex
matrix equations	Complex hypergraphs
Matrix Factorization	51. Novelties and Polarization in Recommendation Algorithms
maximum entropy	Structure of brain connectome and contactome in fly, mouse, and human Reconstructing firm-level interactions: the Dutch input-output network
maximum entropy models	5. The Fitness-Corrected Block-Model with Applications to Online Social Network Analysis
Maximum Entropy Principle
maximum likelihood estimators	Fitting degree distributions of complex networks
Maximum Likelihood Principle
mean first passage time
mean-field approximation	Is cooperation sustained under increased mixing in evolutionary public goods games on networks? Triadic approximation for complex contagion on networks Analysis of mean-field approximation for Deffuant opinion dynamics on networks
Measures of relatedness	72. Continuous Projection Space - Technology codes and Mergers & acquisitions predictions
medical experts’ knowledge	A longitudinal data-driven causal discovery analysis for depressive disorders, incorporating domain experts' perception of underlying causal interrelations
Memory	Higher-order interactions reveal complex memory in temporal networks
Mergers and Acquisitions	72. Continuous Projection Space - Technology codes and Mergers & acquisitions predictions
mesoscale structure	Scale-dependent landscape of semi-nested community structures of 3D chromosome contact networks 13. Higher-order random walkers: Blob diffusion on complex networks Generative models for two-ground-truth partitions in networks
Mesoscale structures	Bayesian Detection of Mesoscale Structures in Pathway Data on Graphs
Mesoscopic structure	Optimal Mesoscopic Structure of General Binary-State Dynamics on Networks
Mesoscopic structures
Meta-population	18. The lock-down communities management: Optimal spatio-temporal clustering of the inter-provincial Italian network during the Covid-19 crisis 62. The lock-down communities management: Optimal spatio-temporal clustering of the inter-provincial Italian network during the Covid-19 crisis
Metabolomics	Characterising Evolutionary Pathways for Adaptations using Analysis of Metabolic Correlations Networks
Metagenome	17. Inferring networks from the microgenomic abundance data
Metapopulation	Probability generating functions for epidemics on metapopulation networks Effects of local interactions in epidemic outbreaks in networks of structured populations
metapopulation models	Epidemic spatial invasion of the first wave COVID-19 epidemic in Senegal 53. Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact
Metapopulation network	The path to dominance: Mobility networks and geographical heterogeneity in the establishment of the alpha variant in the US 15. The limitations of outbreak control: A metapopulation network modeling study
Metapopulation Networks	Vaccination Strategies for COVID-19 in the Omicron Era: A Mathematical Model Analysis
metascience	Hidden Directionality of Co-citation Network and Its Relation to the Impact of Scientific Papers
metastability	43. Does metastability predict sensitivity to perturbation?
methodological framework	57. Framework for developing quantitative agent-based models based on qualitative expert knowledge: an organised crime use-case
methods	30. Understanding COVID-19 pandemic trajectories: why changes in online behavior matter for now-casting
Metropolitan area	71. The geography of innovation dynamics
Metropolitan areas	Urban Economic Fitness and Complexity from Patent Data
Mexican Stock Exchange	48. Politicians, millionaires, and directors of Mexican companies: are director’s profile associated with their network position?
Microbiology	Characterising Evolutionary Pathways for Adaptations using Analysis of Metabolic Correlations Networks
Microbiome	28. Sensitivity of Boolean attractors to small network changes and its implications for the inference of microbial interaction networks
microblogging site	Competition for popularity and interventions on a Chinese microblogging site
migration	The Role of Immigrants, Emigrants, and Locals in the Historical Formation of European Knowledge Agglomerations
migration flows	[CANCELLED] Time Dynamics of the Dutch Municipality Network
mineral resources	A new method for mapping global phosphorus flows
minimum description length	Compressing network populations with modal networks reveals structural diversity Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection Effects of ensemble non-equivalence on network model selection
minorities	65. Minority group size moderates inequity-reducing strategies in homophilic networks
misinformation	23. Understanding Vulnerability to Misinformation: Personal Characteristics Associated with Misinformation Consumption and Spreading in Hungary on Online Social Networks 67. The Network Effect of Deplatforming on Social Media Twitter cascade reconstruction to find misinformation amplifiers
Misinformation Spread	15. Misinformation spreading on networks: a quantitative analysis
Misleading information	Understanding guest entrances into the podcast ecosystem
missing links	Finding Shortest and Nearly Shortest Paths in Substantially Incomplete Networks
Missing people
mitigation	Comparing the efficiency of forward and backward contact tracing
mixed methods	66. A mixed-methods approach to study socio-semantic networks 57. Framework for developing quantitative agent-based models based on qualitative expert knowledge: an organised crime use-case
Mixed percolation	75. Multilayer fusions: a mixed percolation problem on families of fixed-degree graphs 42. Percolated tree photon-cluster states generation for efficient photonic quantum error correction
Mixing pattern	31. Forecasting Human Mixing Behavior Using Online Surveys
mobile data	Impact of COVID-19 on Chile’s Internal Migration
mobile phone data	52. Characterize the role of human mobility behind COVID-19 spatial invasion in the US Epidemic spatial invasion of the first wave COVID-19 epidemic in Senegal 53. Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact Human Mobility in China: A National Overview Before and After the COVID-19 Outbreak
mobile positioning data	Neighborhood Detection from Mobility Data
Mobility	10. Idiosyncratic and systematic experienced isolation in urban networks Highways are barriers to urban social connections 13. Cross-national analysis of loss of adherence due to stop-and-go application of restrictions against COVID-19. Detecting the sensitive spots in the African interurban transport network Segregation in high-resolution residential mobility network [CANCELLED] Connecting intercity mobility with urban welfare 48. Structure, resilience and evolution of the European Air Route Network from 2015 to 2018 The limits of human mobility traces to predict the spread of COVID-19
Mobility and Transport	Spatial immunization to abate disease spreading in transportation hubs
mobility network	Local vs. nationwide restrictions against COVID-19 pandemic in France between September 2020 and June 2021 Human Mobility in China: A National Overview Before and After the COVID-19 Outbreak
Mobility Networks	Modular gateway-ness connectivity and structural core organization in maritime network science
Mobility patterns	51. Dynamical processes in heterogeneous mobile agent networks
Mobility Restrictions
Mobility Synchronisation	Changes in the time-space dimension of human mobility during the COVID-19 pandemic
Mode of Transportation	Feel Old Yet? Updating Mode of Transportation Distributions from Travel Surveys using Data Fusion with Mobile Phone Data
model assessment	Reconstruction performance of the stochastic block model in empirical networks
model calibration	Network Classification Based Structural Analysis of Real Networks and their Model-Generated Counterparts
model evaluation	32. A performance characteristic curve for model evaluation: applications in information diffusion prediction
Model selection	On the reconstructability of complex networks Detecting relationships in multivariate time series using reduced auto-regressive modeling and its network representation
Modeling influence	Multidimensional political polarization in online social networks
Modelling	Combining social science with network epidemiology to model the elimination of an endemic livestock disease
modelling framework	23. The exploration-exploitation paradigm for modelling dynamic networks
Modular networks	Mixed bubbles: Maximizing epidemics with geographic and categorical assortativities in modular geometric graphs
Modularity	44. Structural Control of Community-Structured Oscillator Networks Modularity for probabilistic networks The structure of the global network of Lichen Symbionts Variation in host microbe-sharing networks structure across land use types and host species [CANCELLED] 19. Linear Clustering Process on Networks Exact and rapid linear clustering of networks with dynamic programming Modularity in random graphs from fluctuations or automatically from average degree?
Modularity maximization	59. A Branch-and-Cut Method for Globally Maximizing Modularity and Discovering Network Communities 10. Heuristic Modularity Maximization Algorithms for Community Detection Rarely Return an Optimal Partition or Anything Similar
modularity optimization	The advantage of Quantum Annealer Devices in Brain Connectome Community Detection
Molecular mediators	67. Multilayer disease networks via multipartite projections: linking risk factors to CVD-depression multi-morbidities via molecular mediators
Momentum Space	40. Clustering in the d'Alembertian Eigenspace of Temporal Networks
monkeypox	Monkeypox spread among Parisian venues
Moran's Index	39. Effects of syndication network on specialisation and performance of venture capital firms
Morphology	8. A Manifold Minimization Principle for Physical Networks
mosaic vaccination	Robust Immunization of the Herd: Mosaic Vaccination against Escape Mutants
Motif	71. Hypergraph patterns and collaboration structure
motif analysis	Proper network randomization is key to assessing social balance
Mouse fMRI
movement pattern	28. Quantifying and forecasting the mobility change in Shanghai during the SARS-CoV-2 Omicron Outbreak
multi regional input output analysis	Synchronization of Regional Development - Influence of Clusters in the Regional Production Network
multi-agent systems
multi-edge networks
Multi-layer Networks
Multi-Order Networks	Predicting Influential Higher-Order Patterns in Temporal Network Data
Multi-scale modeling	The path to dominance: Mobility networks and geographical heterogeneity in the establishment of the alpha variant in the US
Multi-type branching process
multidimensional networks	36. Multidimensional Economic Complexity: How the Geography of Trade, Technology, and Research Explain Inclusive Green Growth
Multifunctional ecological network	The architecture of multifunctional ecological networks
Multilayer disease network	Unraveling cradle-to-grave disease trajectories from multilayer comorbidity networks
Multilayer disease networks	67. Multilayer disease networks via multipartite projections: linking risk factors to CVD-depression multi-morbidities via molecular mediators
Multilayer networks	14. Seed Selection for Linear Threshold Model in Multilayer Networks Mapping flows on multilayer networks with incomplete layers Towards big multilayer network data management Node-layer duality: exploring the dark side of multilayer networks Unveiling the Impact of Employee Exits on Neighboring Social Interactions Ecosystem-level datasets for Open Source Software Multilayer networks of plasmid genetic similarity reveal potential pathways of gene transmission
multilayer networks reconstruction	68. Dynamics-based Reconstruction of the Multilayer Structure from an Aggregated Network
Multilayer/multiplex networks	Physics and complexity of interdependent networks
multilayered and multiscalar global fields
Multimorbdity	Population-wide network model of multimorbidity reveals trends in incidence and prevalence of 132 chronic disease patterns
Multimorbidity	Unraveling cradle-to-grave disease trajectories from multilayer comorbidity networks
Multinationals	Revealing the link between corporate structure and tax avoidance using higher order Markov models
Multipartite projection	67. Multilayer disease networks via multipartite projections: linking risk factors to CVD-depression multi-morbidities via molecular mediators
Multiple transmission routes	55. Changing Hands: Heterogeneity in network structure switches the dominant transmission mode of infectious disease
multiplex
Multiplex Network	Link overlap influences opinion dynamics on multiplex networks of Ashkin-Teller spins
multiplex networks	66. Spacing ratio statistics of multiplex directed networks 14. Discovering Semantic Relationships Using a Temporal Multiplex Network For a Context-Aware Filipino Wordnet Towards big multilayer network data management Causality from Correlation Hidden Geometry Reveals Multiscale Organization of Real Multiplex Networks Learning the right layers: a data-driven layer-aggregation strategy for semi-supervised learning on multilayer graphs Fast Multiplex Graph Association Rules for Link Prediction
multiscale clustering	Analysing multiscale clustering with persistent homology
multiscale models
multiscale organization	Hidden Geometry Reveals Multiscale Organization of Real Multiplex Networks
multiseeding	53. Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact
Multistability
multivariate time series	Detecting relationships in multivariate time series using reduced auto-regressive modeling and its network representation
municipality merging	[CANCELLED] Time Dynamics of the Dutch Municipality Network
municipality network	[CANCELLED] Time Dynamics of the Dutch Municipality Network
musical style	53. Bipartite Network Analysis of Sample-Based Music
mutation-selection balance	23. The exploration-exploitation paradigm for modelling dynamic networks
mutual information	An informational approach to uncover the age group interactions in epidemic spreading from macro analysis
mutual percolation	Hidden Geometry Reveals Multiscale Organization of Real Multiplex Networks
myelin
N
narrative	7. The voices of rape: Cognitive networks reconstruct emotional perspectives of rape survivors' passive and active narratives on Reddit
Narrative bias	27. Biases in News Reporting and Consumption
National Advantage	32. A Fine-Grained Map of All Sciences: Visualizing Nations' Scientific Production
NATO	Did the Russian invasion of Ukraine depolarize political discussions on Finnish social media?
natural language processing	Mapping the economic complexity of green supply chains Complementarity vs. Similarity in Semantic Networks LEXpander: applying colexification networks to automated lexicon expansion
natural systems
Navigation	36. Individual differences in knowledge network navigation
nearest-neighbour graphs	62. Nearest-neighbour directed random hyperbolic graphs
nearest-neighbour networks	6. Discrete model emulating properties of hyperbolic random graphs
Negative Networks	Nonnormative School Transitions and Adolescents’ Friendly and Conflictual Social Networks
negative ties	Competitive influence maximisation in the presence of negative ties
Negativity Bias	14. How does news sentiment affect propogation on Twitter?
Neighborhoods	Node anonymity in networks: The infectiousness of uniqueness
nested hyperedge	Contagion dynamics on hypergraphs with nested hyperedges
Nestedness	Economic complexity at the company level
Network	35. A network-based strategy of price correlations for optimal cryptocurrency portfolios Variation in Cluster Formation between Free and Congested Flow in Urban Road Networks Resource-driven movements of livestock herds: impact of climate change on network dynamics Reconciling econometrics with maximum-entropy network models Fitting degree distributions of complex networks
network analysis	Synchronization of Regional Development - Influence of Clusters in the Regional Production Network 52. Capturing trends in emerging AI technologies and their application to business domains for strategic foresight igraph — the network analysis package 60. Perturbation-based graph theory: an integrative dynamical perspective for the study of complex networks 28. Using network science in veterinary epidemiology Predicting Persuasion Success with Network-Based Machine-Learning Tools Investigating Churn in Online Wellness Programs: Evidence from a U.S. Online Social Network
Network analysis of transcriptomics data	10. Gene regulatory networks and their spatial embedding
network analytics	69. An unsupervised network-based anomaly detection of credit card fraud
Network automata	‘Stealing fire or stacking knowledge’ by machine intelligence to model link prediction in complex networks
Network Backbone	Comparing Link Filtering Backbone Techniques in Real-World Networks
Network Backbones	63. Structural Redundancy in Directed Weighted Graphs 58. Contact networks have small metric backbones that maintain community structure and are primary transmission subgraphs
network characterization	60. Perturbation-based graph theory: an integrative dynamical perspective for the study of complex networks
network classification	Network Classification Based Structural Analysis of Real Networks and their Model-Generated Counterparts
Network communication	20. Co-Evolving Dynamics and Topology in a Coupled Oscillator Model of Resting Brain Function
network communities	ATYPICAL COMBINATION OF TECHNOLOGIES IN REGIONAL CO-INVENTOR NETWORKS
Network comparison	Modular network comparison of inter-industry labour mobility networks reveals differences in industrial clusters across six European countries
Network Compression	Comparing Link Filtering Backbone Techniques in Real-World Networks
network control	Control and observation of target nodes in large-scale networks
network data analysis	30. Course-Prerequisite Networks for Analyzing and Understanding Academic Curricula
network design	Bilevel optimization for flow control in optimal transport networks
network diary	Vaccination homophily during the Covid-19 pandemic
Network diffusion	Laplacian eigenmodes allow the categorization of edges in complex networks
Network dismantling	Identifying key players in networks through variational quantum algorithm with deep Q-learning
network dynamics	Strong Connectivity and Influence in Real Directed Networks 13. Higher-order random walkers: Blob diffusion on complex networks Dynamic stability of complex networks Synchronization-induced Taylor’s law of a coupled food chain model on networks Control and observation of target nodes in large-scale networks Modular network comparison of inter-industry labour mobility networks reveals differences in industrial clusters across six European countries Physics and complexity of interdependent networks Perturbed off scale -- Genuinely Nonlinear Network Responses and Tipping Points Non Preferential Node Ranking Dynamics 41. Predicting critical behaviors of complex dynamic systems via learning the governing mechanism
Network dynamics inference	Inferring the stochastic dynamics of complex networks via message-passing mechanism
Network Efficiency	12. Characterization of Resilience/Efficiency Optimized Networks
Network Embedding	70. Mapping the space of research interests with embedding methods Inherent uncertainty of hyperbolic embeddings of complex networks
network embeddings	D-Mercator: multidimensional hyperbolic embedding of real networks
network ensembles
Network Epidemics
network epidemiological model
network epidemiology	52. Characterize the role of human mobility behind COVID-19 spatial invasion in the US Epidemic spatial invasion of the first wave COVID-19 epidemic in Senegal Impact of the human contact network on the selective advantage of emerging viral variants.
Network evolution	Changes of COVID-19 Vaccine Opinions on Twitter: A Combination of Dynamical Network Community Detection and Content-based Analysis
network evolution process	24. Restore structure evolution trajectory of networked complex systems
Network exploration	Efficient network exploration by means of resetting self-avoiding random walks
Network filtering	Filtering and modeling information in spatial networks
network formation
Network games	Maximizing anti-coordination in network games
Network Generator	9. Beyond space and blocks: Generating networks with arbitrary structure
network geometry	Geometrical congruence, greedy navigability and myopic transfer in complex networks and brain connectomes Unraveling the mesoscale organization induced by network-driven processes 9. Communicability in embedded human connectomes Complementarity vs. Similarity in Semantic Networks Structural measures of similarity and complementarity in complex networks Embedding directed networks into hyperbolic spaces Emergence of geometric Turing patterns in complex networks Dynamics of random hyperbolic graphs D-Mercator: multidimensional hyperbolic embedding of real networks
Network inequality	The Centrality of Minorities under Triadic Closure and Homophily Statistical inference of homophily with network ensembles Structural marginalization in networks - How inequality of opportunities generate it: the homophily-fitness model
Network inference	32. Self-consistent inference framework for the gravity model: overcoming limitations of proxy-based analyses Inferring missing edges in a graph from observed collective patterns Flexible inference in heterogeneous and attributed multilayer networks 73. Inferring missing position in a spatial network
network materials
Network measurement	Decision-making in uncertain networks via dynamic importance
Network measures	Modular gateway-ness connectivity and structural core organization in maritime network science 49. Subgraphs, motifs, and scaling in a dynamic airline network Geometrical congruence, greedy navigability and myopic transfer in complex networks and brain connectomes
Network Medicine	The human exposure network: a multi-scale study of the impact of chemicals in human health Population-wide network model of multimorbidity reveals trends in incidence and prevalence of 132 chronic disease patterns Network medicine identifies the core module of human immune dysregulation and immunodeficiency
network memory	19. Short- and long-term temporal network prediction based on network memory
Network metadata	Variation in host microbe-sharing networks structure across land use types and host species
Network mining	A Framework for Structural Representation of Nodes in Signed Directed Networks
Network Model	Revealing the link between corporate structure and tax avoidance using higher order Markov models Towards big multilayer network data management
Network modeling	Flexible inference in heterogeneous and attributed multilayer networks
network models	‘Stealing fire or stacking knowledge’ by machine intelligence to model link prediction in complex networks Geometrical congruence, greedy navigability and myopic transfer in complex networks and brain connectomes Dynamic hidden-variable network models 6. Entropy of labeled versus unlabeled networks 8. Characterizing spatial networks using β-skeletons Physics and complexity of interdependent networks 5. The Fitness-Corrected Block-Model with Applications to Online Social Network Analysis igraph — the network analysis package Towards a Better Understanding of the Characteristics of Fractal Networks Impact of multidimensional homophily on intersectional minorities Behavioral and Topological Heterogeneities in Network Versions of Schelling’s Segregation Model Dynamics of random hyperbolic graphs
Network motif	49. Subgraphs, motifs, and scaling in a dynamic airline network
Network motifs	Analysing tripartite, manufacturer-supplier-product networks: the case-study of the automotive sector Compression-based inference of network motif sets
network navigation	Efficient network exploration by means of resetting self-avoiding random walks 9. Communicability in embedded human connectomes
Network Neuroscience	Geometrical congruence, greedy navigability and myopic transfer in complex networks and brain connectomes 69. Emergence of High-Order Functional Hubs in the Human Brain Topological scaffolds outperform functional connectivity in brain fingerprinting 30. Noise-cleaning the precision matrix of fMRI time series Assortative mixing in micro-architecturally annotated brain networks 72. Brain network flexibility as a marker of mutual adaptation of humans and machines. Compression-based inference of network motif sets Self-organized waves in excitable dynamics on graphs
network of places	ATYPICAL COMBINATION OF TECHNOLOGIES IN REGIONAL CO-INVENTOR NETWORKS
Network optimization	12. Characterization of Resilience/Efficiency Optimized Networks 59. A Branch-and-Cut Method for Globally Maximizing Modularity and Discovering Network Communities 10. Heuristic Modularity Maximization Algorithms for Community Detection Rarely Return an Optimal Partition or Anything Similar
network overlap
Network populations	Compressing network populations with modal networks reveals structural diversity
Network Prediction	Old embeddings and novel AIs for network prediction in temporal graphs and phylogenetics
network property distributions	68. Dynamic fMRI unveils a robust functional network architecture in the brain: a hierarchy of strong positive and weak bimodal correlations
network randomization tests
network reciprocity	Evolutionary game selection creates competitive environments
network reconstruction	Ensembles of reconstructed networks from dynamics Reconstruction performance of the stochastic block model in empirical networks On the reconstructability of complex networks
network representation	15. A network framework to assess space sustainability Detecting relationships in multivariate time series using reduced auto-regressive modeling and its network representation
network resilience	12. Characterization of Resilience/Efficiency Optimized Networks Are “hubs” in beta-cell clusters an emergent network property or do they exist independently? 48. Structure, resilience and evolution of the European Air Route Network from 2015 to 2018
network resiliency	34. Network Resiliency to Systemic Failures within Time Horizon by Managing Robustness/Recoverability Capabilities: Work in Progress
network responses	Perturbed off scale -- Genuinely Nonlinear Network Responses and Tipping Points
network robustness	Heterogeneity- and homophily-induced vulnerability of a p2p network formation model: the IOTA autopeering protocol Robustness and volume exclusion in physical networks Identifying key players in networks through variational quantum algorithm with deep Q-learning 3. Network Robustness against Random, Localized, and Targeted Attacks: From the Perspective of Loops 2. Phase transitions in network robustness
Network robustness/resilience	Network science: Applications for sustainable agroecosystems and food security
network routing	Bilevel optimization for flow control in optimal transport networks
network science	51. Academic Mobility as a Driver of Productivity: A Gender-centric Approach Portfolio diversification using network science and machine learning 73. Determining Trade Execution Timing with Stock Market Networks: Performance Comparison between Network Node Degree-based EMA and Traditional EMA
Network science and education	0. Mapping Artificial Intelligence in Education Research: a Network‐based Keyword Analysis
Network Science and Modeling	Complex Networks in Dengue-induced endothelial cell plasticity
Network search	Efficient network exploration by means of resetting self-avoiding random walks
network shortcut	2. A Shortcut to Stable Power Grids
network similarity	71. The geography of innovation dynamics Network Classification Based Structural Analysis of Real Networks and their Model-Generated Counterparts
Network Sparsification	58. Contact networks have small metric backbones that maintain community structure and are primary transmission subgraphs
network structure	Node-layer duality: exploring the dark side of multilayer networks 17. The role of collective trust in sustainability of Stack Exchange communities
Network Structures	39. Effects of syndication network on specialisation and performance of venture capital firms
network synchronization	1. Electronic Implementation of Networks of Kuramoto Oscillators
Network Theory	Laplacian Renormalization group for heterogeneous networks
network topology	12. Characterization of Resilience/Efficiency Optimized Networks The evolutionary dynamics of multiplayer cooperation in networks of mobile agents [CANCELLED] Connecting intercity mobility with urban welfare 70. Structural precision: evaluating link prediction algorithms from the perspective of edge significance
Network uncertainty	Decision-making in uncertain networks via dynamic importance
network visualization	0. Connected Reality: Virtual Immersion in Social Networks 32. A Fine-Grained Map of All Sciences: Visualizing Nations' Scientific Production Exploring visualizations of large networks and embeddings using Helios-Web 66. A mixed-methods approach to study socio-semantic networks Filtering and modeling information in spatial networks
Network's mesoscale structure(k-shell k-core)	58. Restoration of the isolated core's influence on k-shell structures
network-driven processes	Unraveling the mesoscale organization induced by network-driven processes
Networked Systems	Emergent stability in complex network dynamics
Networking Embeddings	Complementarity vs. Similarity in Semantic Networks
Networks	How networks shape diversity for better or worse 69. Similarities and differences between phonological and orthographic networks Ordering dynamics and aging in Threshold models 45. The role, function and impact of automated agents in protest communication networks: a network analysis approach Social learning in sperm whale language: evidence from acoustic data. On the location and the strength of controllers to desynchronize coupled Kuramoto oscillators 34. The Impact of Reservoir Networks in Recurrent Neural Networks Investigation of the relationship between the existence of zombie firms and their positions in the business trade network 14. How does news sentiment affect propogation on Twitter? 18. Competition and spreading of low and high quality information in online social networks Towards inferring network properties from epidemic data
networks and information
networks models	Effects of ensemble non-equivalence on network model selection
Neural Networks	Old embeddings and novel AIs for network prediction in temporal graphs and phylogenetics
neuromorphic networks	Hierarchical modularity optimizes memory capacity near criticality in echo state networks
neuroscience	6. Waking up from slow wave sleep perturbs brain connectivity patterns leading to sleep inertia 9. Communicability in embedded human connectomes
News	14. How does news sentiment affect propogation on Twitter?
no free lunch theorem	Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection
no need for geometry
nodal centrality
nodality	Who is driving the conversation? Analysing the nodality of British MPs and journalists on online platforms
node position prediction	73. Inferring missing position in a spatial network
Node Randing	Non Preferential Node Ranking Dynamics
Node removal	11. Degree distributions under general node removal: Power-law or Poisson?
Noise-cleaning	30. Noise-cleaning the precision matrix of fMRI time series
Non Markovian	Ordering dynamics and aging in Threshold models
Non Preferential Attachment	Non Preferential Node Ranking Dynamics
non-backtracking matrix	Non-backtracking considerations for a modelling framework for the spread of epidemics on temporal networks
non-euclidean geometries	Modelling brain connectomes networks: Solv is a worthy competitor to hyperbolic geometry!
Non-local	12. Chimera states on non-regular higher-order structures
Non-local random walks	50. PageRank centrality with non-local random walk-based teleportation
Non-Markovian Paths	Revealing the link between corporate structure and tax avoidance using higher order Markov models
non-Markovian processes
Non-Markovianity	Higher-order interactions reveal complex memory in temporal networks
non-normal networks	Pattern reconstruction through generalised eigenvectors
non-pharmaceutical interventions	13. Cross-national analysis of loss of adherence due to stop-and-go application of restrictions against COVID-19. 16. Attitudes towards booster, testing and isolation, and their impact on COVID-19 response in winter 2022/2023 in France, Belgium, and Italy Local vs. nationwide restrictions against COVID-19 pandemic in France between September 2020 and June 2021
Non-regular	12. Chimera states on non-regular higher-order structures
nonbacktracking centrality
nonbacktracking matrix
nonequilibrium dynamics	Perturbed off scale -- Genuinely Nonlinear Network Responses and Tipping Points
Nonlinear	Dynamic stability of complex networks
nonlinear dynamics	Causality from Correlation Perturbed off scale -- Genuinely Nonlinear Network Responses and Tipping Points Idea engines: Unifying innovation & obsolescence from markets & genetic evolution to science Hypergraphs or simplicial complexes: Untangling the effect of higher-order representations on collective dynamics
Normalized Maximum Likelihood	Effects of ensemble non-equivalence on network model selection
Novelties	51. Novelties and Polarization in Recommendation Algorithms
novelty	ATYPICAL COMBINATION OF TECHNOLOGIES IN REGIONAL CO-INVENTOR NETWORKS
Now-casting	30. Understanding COVID-19 pandemic trajectories: why changes in online behavior matter for now-casting
NPIs (Non-Pharmaceutical interventions)	52. Characterize the role of human mobility behind COVID-19 spatial invasion in the US
null hypotheses
Null model	71. Hypergraph patterns and collaboration structure
Null models	A More Descriptive Null Model for Assessing Data Mining Results The simpliciality of empirical datasets Weighted network motifs as random walk patterns
Nultipolar systems	Measuring polarization in multipolar social contexts
numerical methods	Randomized reference models for temporal networks
O
O*NET	11. Labor Space : A spatial representation of the labor market
O-information	Synergistic Hypergraphs: A Method for Removing Unnecessary Hyperedges in Information-Theoretic Hypergraphs through O-information. Inference of task-related higher-order interactions from neural signals
observability	Control and observation of target nodes in large-scale networks
observational study
obsolescence	Idea engines: Unifying innovation & obsolescence from markets & genetic evolution to science
omicron	16. Attitudes towards booster, testing and isolation, and their impact on COVID-19 response in winter 2022/2023 in France, Belgium, and Italy
Online behaviour	30. Understanding COVID-19 pandemic trajectories: why changes in online behavior matter for now-casting
online communities	55. Power-laws and preferential attachment across social media platforms 46. Coexistence of structural balance and ego-hierarchies
online discussions	Predicting Persuasion Success with Network-Based Machine-Learning Tools
Online experiment	36. Individual differences in knowledge network navigation
online interventions	Competition for popularity and interventions on a Chinese microblogging site
Online misinformation
Online popularity
online social behaviour	23. Understanding Vulnerability to Misinformation: Personal Characteristics Associated with Misinformation Consumption and Spreading in Hungary on Online Social Networks
online social media	Filter Bubble effect in opinion dynamics models
online social network communities	23. Understanding Vulnerability to Misinformation: Personal Characteristics Associated with Misinformation Consumption and Spreading in Hungary on Online Social Networks
Online Social Networks	62. Let's Tweet about Soccer? A Gender-centric Question
online tracking	“Doing the Search”: Differential Tracking in Disinformation Websites and its Impact on Search Engine Results
online visibility	Intersectional Inequalities in the Impact of Online Visibility on Citations
Open Source Software	1. Modeling Interconnected Social and Technical Risks in Open Source Software Ecosystems Ecosystem-level datasets for Open Source Software
opinion dynamics	How networks shape diversity for better or worse Homophily-based social group formation in a spin glass self-assembly framework 53. Higher-Order Estimate of Open Mindedness in Online Political Discussions Filter Bubble effect in opinion dynamics models 42. An agent-based model of cultural change for a low-carbon transition 39. Voter-like dynamics with conflicting preferences on homophilic networks Link overlap influences opinion dynamics on multiplex networks of Ashkin-Teller spins 55. Temporal Activations in Continuous Opinion Dynamics On the side-effects of compromising: coupling agents' heterogeneity with network effects in a bounded confidence opinion dynamics model Analysis of mean-field approximation for Deffuant opinion dynamics on networks Measuring polarization in multipolar social contexts Self-induced consensus formation among Reddit users on the GameStop short squeeze 50. From communities to outliers: a portrait of WallStreetBets users Multidimensional political polarization in online social networks Modelling how social network algorithms can influence opinion polarization 41. Mechanistic interplay between opinion polarization and spread of information Spreading of opinions with different qualities in heterogeneous networks 40. Dynamics of Ideological Bias Shifts of Users on Social Media Platforms 21. Opinions spread faster when social networks change slower
opinion formation	Belief propagation algorithm for improving opinion formation heuristics
Opinion polarization	Filter Bubble effect in opinion dynamics models Changes of COVID-19 Vaccine Opinions on Twitter: A Combination of Dynamical Network Community Detection and Content-based Analysis
Optimal networks	Emergence of complex topologies from flux-weighted optimization of network efficiency
Optimal perturbation
optimal transport	Bilevel optimization for flow control in optimal transport networks
Optimization	35. A network-based strategy of price correlations for optimal cryptocurrency portfolios
Organised crime	Modelling and countering Mexican cartels through complex systems
Organizational networks	52. Innovation and performance: inside the organizational network Unveiling the Impact of Employee Exits on Neighboring Social Interactions
Origin-Destination Networks	54. From networks to flows: Using flow maps to understand mobility patterns in cattle trade
orthographic	69. Similarities and differences between phonological and orthographic networks
Oscillators	44. Structural Control of Community-Structured Oscillator Networks
Out-of-equilibrium
Outbreak Control	15. The limitations of outbreak control: A metapopulation network modeling study
output controllability	Low-dimension network controllability
Outsider specialists
Overlapping community detection	Unraveling cradle-to-grave disease trajectories from multilayer comorbidity networks
P
p2p networks	Heterogeneity- and homophily-induced vulnerability of a p2p network formation model: the IOTA autopeering protocol
Page Rank	26. Measuring meaningful user influence on temporal networks
PageRank	50. PageRank centrality with non-local random walk-based teleportation
pair-based
pandemic interventions	Mobility segregation dynamics during pandemic interventions
Panel-data regression models
paradise	Transition to a structurally balanced paradise state in the system with agents' opinions
Parameter uncertainty	Ensemble inference of unobserved infections in networks using partial observations
parameters estimation
Partial Information Decomposition	Inference of task-related higher-order interactions from neural signals
Partial observations	Ensemble inference of unobserved infections in networks using partial observations
partition distributions	Generative models for two-ground-truth partitions in networks
Patent	Urban Economic Fitness and Complexity from Patent Data
patents	ATYPICAL COMBINATION OF TECHNOLOGIES IN REGIONAL CO-INVENTOR NETWORKS
Path Analysis	Predicting Influential Higher-Order Patterns in Temporal Network Data
Patient Similarity Networks
Patient Stratification
Pattern formation	Inferring missing edges in a graph from observed collective patterns
Pattern Mining	Predicting Influential Higher-Order Patterns in Temporal Network Data
pattern reconstruction	Pattern reconstruction through generalised eigenvectors
Patterns in complex systems	On the side-effects of compromising: coupling agents' heterogeneity with network effects in a bounded confidence opinion dynamics model
payment systems	Measuring the velocity of money
pedagogical data
pedagogical introduction to hyperbolic graphs	6. Discrete model emulating properties of hyperbolic random graphs
Perception Networks
Percolation	Complex hypergraphs Percolation and topological properties of temporal higher-order networks Modeling critical connectivity constraints in random and empirical networks Assessing the risk of infrastructural networks to natural catastrophes Extended-range percolation in complex networks Variation in Cluster Formation between Free and Congested Flow in Urban Road Networks Percolation and critical dynamics of (k,q)-core decomposition of hypergraphs The dynamic nature of percolation on networks with triadic interactions
Percolation theory	Strong Connectivity and Influence in Real Directed Networks 75. Multilayer fusions: a mixed percolation problem on families of fixed-degree graphs
Performance evaluation of algorithms	70. Structural precision: evaluating link prediction algorithms from the perspective of edge significance
period-doubling and a route to chaos	The dynamic nature of percolation on networks with triadic interactions
Periodic time scales	Fourier Transform of temporal networks
Permutation groups	4. Counting Non-Isomorphic Graphs
persistent homology	Analysing multiscale clustering with persistent homology
personal networks	47. The Role of Friend Recommendation Algorithms in Shaping Informational Ecosystems Online
persuasion	Predicting Persuasion Success with Network-Based Machine-Learning Tools
perturbation	43. Does metastability predict sensitivity to perturbation?
Perturbation biology	The human exposure network: a multi-scale study of the impact of chemicals in human health
Perturbation Propagation
perturbation spreading	Canalization and entropy improve prediction of disorder in Boolean network dynamics
perturbation-response analysis	60. Perturbation-based graph theory: an integrative dynamical perspective for the study of complex networks
perturbations
Phase transition	Belief propagation algorithm for improving opinion formation heuristics 2. Phase transitions in network robustness 41. Predicting critical behaviors of complex dynamic systems via learning the governing mechanism
Phase transitions	On the side-effects of compromising: coupling agents' heterogeneity with network effects in a bounded confidence opinion dynamics model From subcritical behavior to a correlation-induced transition in rumor models The effect of Collaborative-Filtering based Recommendation Algorithms on opinion diversity
Phase transitions and critical phenomena	Physics and complexity of interdependent networks
Phenotypic Plasticity	4. To be or not to be: Uncovering the Interplay between Phenotypic Robustness and Plasticity in Gene Regulatory Networks. To be or not to be: Uncovering the Interplay between Phenotypic Robustness and Plasticity in Gene Regulatory Networks.
Phenotypic robustness	To be or not to be: Uncovering the Interplay between Phenotypic Robustness and Plasticity in Gene Regulatory Networks.
philanthropy	Mapping Philanthropic Support of Science
phonological	69. Similarities and differences between phonological and orthographic networks
Phylodynamic models	[CANCELLED] Integrating dynamical modeling and phylogeographic inference to characterize global influenza circulation
Phylogenetics	Old embeddings and novel AIs for network prediction in temporal graphs and phylogenetics
Physical activity	Investigating Churn in Online Wellness Programs: Evidence from a U.S. Online Social Network
Physical activity promotion
Physical network	8. A Manifold Minimization Principle for Physical Networks
physical networks	Robustness and volume exclusion in physical networks
Physics	Gender differences in collaboration and career progression in physics
pig movements	28. Using network science in veterinary epidemiology
Pinning control	On the location and the strength of controllers to desynchronize coupled Kuramoto oscillators
plasmids	Multilayer networks of plasmid genetic similarity reveal potential pathways of gene transmission
Podcasts	Understanding guest entrances into the podcast ecosystem
Polar opposites	8. Interpretable Graph Embeddings based on Polar Opposites
polarisation	11. Transitions between polarisation and radicalisation in a temporal bi-layer echo chambers model 39. Voter-like dynamics with conflicting preferences on homophilic networks
Polarisation of ideas	Finding polarised communities and tracking information diffusion on Twitter: The Irish Abortion Referendum
Polarised ideas	35. Finding polarised communities and tracking information diffusion on Twitter: The Irish Abortion Referendum
polarization	22. Mapping the structure of an online political community 16. Multiscale semiwalk-based measure of structural balance in signed networks The effect of Collaborative-Filtering based Recommendation Algorithms on opinion diversity Measuring Polarization Dynamics from Signed Interaction Networks: an Application to Misinformation Crowdsourcing on Twitter Quantifying Ideological Polarization on a Network Using Generalized Euclidean Distance
Polarization metrics	Measuring polarization in multipolar social contexts
policy making	Estimating the impact of supply chain contagion on financial stability
political echo chambers	47. The Role of Friend Recommendation Algorithms in Shaping Informational Ecosystems Online
political elections	Measuring polarization in multipolar social contexts
political networks	22. Mapping the structure of an online political community
Political participation	57. Political Participation and Voluntary Association : A Hypergrah case Study
political polarization	Did the Russian invasion of Ukraine depolarize political discussions on Finnish social media? Multidimensional political polarization in online social networks 40. Dynamics of Ideological Bias Shifts of Users on Social Media Platforms
Polya's Theorem	4. Counting Non-Isomorphic Graphs
popularity dynamics	Competition for popularity and interventions on a Chinese microblogging site
population distribution	[CANCELLED] Time Dynamics of the Dutch Municipality Network
population-scale
Portfolio	35. A network-based strategy of price correlations for optimal cryptocurrency portfolios
portfolio diversification	Portfolio diversification using network science and machine learning
Portfolio optimization
power grid	2. A Shortcut to Stable Power Grids 3. Role of a Community Structure in a Power–Grid Network 39. Graph neural network mitigates nonlocal cascading failures 47. Community can form the synchronization stability of a network 73. Inferring missing position in a spatial network Locating the source of forced oscillations in transmission power grids
power grids	Perturbed off scale -- Genuinely Nonlinear Network Responses and Tipping Points
power laws	64. Finite Size Scaling Approach for Revealing Inherent Scale-Freeness in Heterogeneous Networks
power-law	55. Power-laws and preferential attachment across social media platforms Fitting degree distributions of complex networks
pre-exposure prophylaxis	Non-selective distribution of infectious disease prevention may outperform risk-based targeting
Precision matrix	30. Noise-cleaning the precision matrix of fMRI time series
prediction accuracy	32. A performance characteristic curve for model evaluation: applications in information diffusion prediction
Predictions	71. The geography of innovation dynamics
preferential attachment	The Centrality of Minorities under Triadic Closure and Homophily 55. Power-laws and preferential attachment across social media platforms
Preferential attachment mechanism	Understanding guest entrances into the podcast ecosystem
prisoners' dilemma	Evolutionary game selection creates competitive environments
Privacy	Node anonymity in networks: The infectiousness of uniqueness
private capital	40. Unveiling the Dynamics of Private Capital Networks: An Application of Temporal Exponential Random Graph Models
Probabilistic generative models	Flexible inference in heterogeneous and attributed multilayer networks
probabilistic models
Probabilistic networks	Modularity for probabilistic networks
probability	61. Theoretical analysis of co-occurrence network structure derived from frequency distribution
Probability generating function	Probability generating functions for epidemics on metapopulation networks
Probability generating functions	Modeling critical connectivity constraints in random and empirical networks
Product diffusion	Quantifying population dynamics of complex contagions
product space	Mapping the economic complexity of green supply chains
Production networks	Firm-level production networks: what do we (really) know? Estimating the loss of economic predictability: Comparing industry- and firm-level production network models Regional value trees in Europe Estimating the impact of supply chain contagion on financial stability Reconstructing firm-level interactions: the Dutch input-output network
professional networks	70. Multi-level social relationships among Michelin-starred chefs
Projection network	19. Complex Networks of Human-Book Interactions
propagation	68. Dynamics-based Reconstruction of the Multilayer Structure from an Aggregated Network
Protein active sites	22. Protein residue networks (PNR) and discrete Markov chains to characterize active sites in SARS-CoV2 main protease Mpro through graph theory
protein interactions	Finding Shortest and Nearly Shortest Paths in Substantially Incomplete Networks
protein network model
protein protein interactions
Protein-Protein Interactions	The human exposure network: a multi-scale study of the impact of chemicals in human health
protests	45. The role, function and impact of automated agents in protest communication networks: a network analysis approach
proximity
proximity graphs	8. Characterizing spatial networks using β-skeletons
psychedelics	7. Threshold-free estimation of entropy from a Pearson matrix
public goods games	The evolutionary dynamics of multiplayer cooperation in networks of mobile agents
Public health	29. Using a co-incidence network to investigate interaction patterns across geospatial areas 16. Attitudes towards booster, testing and isolation, and their impact on COVID-19 response in winter 2022/2023 in France, Belgium, and Italy
Python	XGI: A Python package for higher-order interaction networks
Q
QMF method	33. Mapping networks as spindles to improve diffusion prediction
Quality	Spreading of opinions with different qualities in heterogeneous networks
quantifying success	Historical Dynamics of the Kingdom of Chosŏn’s Governance: Patterns of Meritocratic Bureaucracy and Consequences of Systemic Corruption
quantitative history	46. Flexible agent-based models for explaining population booms and busts in prehistory Historical Dynamics of the Kingdom of Chosŏn’s Governance: Patterns of Meritocratic Bureaucracy and Consequences of Systemic Corruption
quantitative science studies	33. It’s in the syllabus: A data infrastructure for innovation studies
quantum computing	The advantage of Quantum Annealer Devices in Brain Connectome Community Detection
Quantum error correction	42. Percolated tree photon-cluster states generation for efficient photonic quantum error correction
Quantum Gravity	40. Clustering in the d'Alembertian Eigenspace of Temporal Networks Spacetime Random Geometric Graph Neural Networks
Quantum networks	75. Multilayer fusions: a mixed percolation problem on families of fixed-degree graphs
Questionnaire survey	Combining social science with network epidemiology to model the elimination of an endemic livestock disease
R
Radius of Gyration	Changes in the time-space dimension of human mobility during the COVID-19 pandemic
random and complex networks
random attack	3. Network Robustness against Random, Localized, and Targeted Attacks: From the Perspective of Loops
random Boolean networks	Canalization and entropy improve prediction of disorder in Boolean network dynamics
Random Dot Product Graphs	Old embeddings and novel AIs for network prediction in temporal graphs and phylogenetics
Random effects	31. Accounting for network dependencies when assessing covariate effects via Graphon-structured residuals
Random Geometric Graphs	Spacetime Random Geometric Graph Neural Networks
Random graph	71. Hypergraph patterns and collaboration structure
Random Graphs	9. Beyond space and blocks: Generating networks with arbitrary structure
random hyperbolic graphs	Dynamics of random hyperbolic graphs
Random matrix theory
random network models	Randomized reference models for temporal networks
random networks	Effect of initial infection size on network SIR model Modeling critical connectivity constraints in random and empirical networks 66. Spacing ratio statistics of multiplex directed networks
random regular graphs	The strength and weakness of disease-induced herd immunity
random tree	Rank Distribution in Random Recursive Trees
Random walk	Efficient network exploration by means of resetting self-avoiding random walks Sampling Networks from Modular Compression of Network Flows 4. To be existent is to be stable: automatic determination of the number of communities
Random Walker	Weighted network motifs as random walk patterns
random walks	13. Higher-order random walkers: Blob diffusion on complex networks Diffusion-based classification of urban spatial patterns Mapping biased higher-order walks reveals overlapping communities 59. Spreading and Structural Balance on Signed Networks
randomization	Proper network randomization is key to assessing social balance
rank dynamics	Competition for popularity and interventions on a Chinese microblogging site
Ranking	16. A Centrality Ranking Strategy in Modular Complex Networks Exact and rapid linear clustering of networks with dynamic programming
rape	7. The voices of rape: Cognitive networks reconstruct emotional perspectives of rape survivors' passive and active narratives on Reddit
rare diseases	Network medicine identifies the core module of human immune dysregulation and immunodeficiency
Rearrangement cost
reciprocity	62. Nearest-neighbour directed random hyperbolic graphs
Recombinations	Novelties as new combinations: higher-order Heaps' laws
recommendation algorithms	47. The Role of Friend Recommendation Algorithms in Shaping Informational Ecosystems Online Filter Bubble effect in opinion dynamics models 51. Novelties and Polarization in Recommendation Algorithms
recommender system	Counterfactual Bots
recommender systems	Workplace Recommendation with Temporal Network Objectives The effect of Collaborative-Filtering based Recommendation Algorithms on opinion diversity 60. Augmented Degree Correction for Bipartite Networks with Applications to Recommender Systems
Reconstruction	Reconstructing firm-level interactions: the Dutch input-output network
recoverable network	71. Systemic Risk of Cascading Failures/Overloads in a Recoverable Network under Redistributed Elastic Load: Work in Progress
recovered	Exact solution of Markovian SIR epidemics on heterogeneous networks
reddit	56. Statistics on Reddit: entropy and Gini coefficient Self-induced consensus formation among Reddit users on the GameStop short squeeze 50. From communities to outliers: a portrait of WallStreetBets users
Redistribution
Redundancy	63. Structural Redundancy in Directed Weighted Graphs 58. Contact networks have small metric backbones that maintain community structure and are primary transmission subgraphs
Regional economics	Regional value trees in Europe
regional medical cooperation	50. Identifying Medical Provider's Contribution to Medical Cooperation Using Graph Convolutional Networks
Relatedness	37. Product Progression: a machine learning approach to forecasting industrial upgrading 35. A new metric to measure similarity between nodes in bipartite networks: the Sapling Similarity The Role of Immigrants, Emigrants, and Locals in the Historical Formation of European Knowledge Agglomerations
relational events model	Understanding guest entrances into the podcast ecosystem
relationship detection	Detecting relationships in multivariate time series using reduced auto-regressive modeling and its network representation
Renormalisation Group	Laplacian Renormalization group for heterogeneous networks
renormalization
research productivity	A global bibliometric perspective on the social structure of science
Research topic	Quantifying progress in research topics across nations
reservoir computing	Hierarchical modularity optimizes memory capacity near criticality in echo state networks 34. The Impact of Reservoir Networks in Recurrent Neural Networks
Residential Mobility	Segregation in high-resolution residential mobility network
Resilience	Complex dynamics of multihoming in dark web markets Quantifying road network vulnerability by access to healthcare 1. Modeling Interconnected Social and Technical Risks in Open Source Software Ecosystems
resilient consensus control
Resource dependency networks
Resource sharing	2. Resource and location sharing to improve geometric networks
resting state fmri	Topological scaffolds outperform functional connectivity in brain fingerprinting
Resting-state networks
resting-state oscillations	Functional Desynchronization and Structural Rewiring in Brain Tumor Networks
restoring network structure	24. Restore structure evolution trajectory of networked complex systems
Retraction
Retweet network	27. Biases in News Reporting and Consumption
Retweet networks	Measuring polarization in multipolar social contexts Did the Russian invasion of Ukraine depolarize political discussions on Finnish social media?
rewrite system	3. Higher-Arity Algebra for Higher-Order Networks
Rich-club	Structural marginalization in networks - How inequality of opportunities generate it: the homophily-fitness model
risk	65. A Multi-Layer Network Model of Climate Reinsurance: Company Benefits vs. Climate Resilience? Detecting the sensitive spots in the African interurban transport network
risk averseness	34. Network Resiliency to Systemic Failures within Time Horizon by Managing Robustness/Recoverability Capabilities: Work in Progress
Risk disease analysis
Risk factors	67. Multilayer disease networks via multipartite projections: linking risk factors to CVD-depression multi-morbidities via molecular mediators
Risk map	Assessing the risk of infrastructural networks to natural catastrophes
Road analysis
road networks	Quantifying road network vulnerability by access to healthcare
robustness	4. To be or not to be: Uncovering the Interplay between Phenotypic Robustness and Plasticity in Gene Regulatory Networks. Color-avoiding connected spanning subgraphs with minimum number of edges 1. Modeling Interconnected Social and Technical Risks in Open Source Software Ecosystems
robustness/recoverability capabilities	34. Network Resiliency to Systemic Failures within Time Horizon by Managing Robustness/Recoverability Capabilities: Work in Progress
Role of hubs	Self-organized waves in excitable dynamics on graphs
Roman Catholic Church
Roman maritime trade	Chance, biases, and data incompleteness. Uncovering patterns in Roman time maritime trade.
routing	Finding Shortest and Nearly Shortest Paths in Substantially Incomplete Networks
rs-fMRI	69. Emergence of High-Order Functional Hubs in the Human Brain
Rumor models	From subcritical behavior to a correlation-induced transition in rumor models
Rényi entropy
S
sample-based music	53. Bipartite Network Analysis of Sample-Based Music
sampling	7. A Principled, Flexible and Efficient Framework for Hypergraph Benchmarking
Sampling Bias	Enmity Paradox
SAOM	54. The evolution of freshmen networks during and after lockdown: Comparing two cohorts
SARS-CoV-2	16. Attitudes towards booster, testing and isolation, and their impact on COVID-19 response in winter 2022/2023 in France, Belgium, and Italy Estimate of COVID-19 school transmission during weekly screening in the Auvergne-Rhône-Alpes region, France, week 47 to 50, 2021
SARS-CoV-2 Omicron	28. Quantifying and forecasting the mobility change in Shanghai during the SARS-CoV-2 Omicron Outbreak
scale-free graph models	6. Discrete model emulating properties of hyperbolic random graphs
scale-free network	11. Degree distributions under general node removal: Power-law or Poisson?
scale-free networks	62. Nearest-neighbour directed random hyperbolic graphs
Scale-invariance
Scaling	49. Subgraphs, motifs, and scaling in a dynamic airline network
Scaling laws	25. Scaling laws associated with percolation transition in the city size distribution
Schelling model	A Mobility-Informed Segregation Model
scholarly impact and citations	A global bibliometric perspective on the social structure of science
School	Estimate of COVID-19 school transmission during weekly screening in the Auvergne-Rhône-Alpes region, France, week 47 to 50, 2021
School Transitions	Nonnormative School Transitions and Adolescents’ Friendly and Conflictual Social Networks
Science Fiction	63. Understanding Changes in Ideas in Science Fiction with Word Embedding
science funding	Mapping Philanthropic Support of Science
Science Maps	32. A Fine-Grained Map of All Sciences: Visualizing Nations' Scientific Production
science of science	51. Academic Mobility as a Driver of Productivity: A Gender-centric Approach 70. Mapping the space of research interests with embedding methods 44. Networks of national preference in scientific recognition Mapping Philanthropic Support of Science Social Contagion in Science 31. Scholarly Recognition and Transition Patterns in the Scientific Awards Network 32. A Fine-Grained Map of All Sciences: Visualizing Nations' Scientific Production Uncovering the universal nature of citation networks: From science of science to law of law and patterns of patents Intersectional Inequalities in the Impact of Online Visibility on Citations Quantifying progress in research topics across nations 33. It’s in the syllabus: A data infrastructure for innovation studies Quantifying disruptiveness using neural embedding method Gender representation and homophily as barriers to women’s career in science 64. Gender homophily in acknowledgement mention network
science of success	12. Quantifying Systemic Gender Inequality in Visual Art
Science Technology and Society	Tinkering and Innovation in Collapsing Cultural Systems
scientific awards	31. Scholarly Recognition and Transition Patterns in the Scientific Awards Network
scientific collaboration	A global bibliometric perspective on the social structure of science
Scientific misconduct
scientific mobility	A global bibliometric perspective on the social structure of science
Scientific Prizes	Modeling Scientific Recognition Process in Complex Awarding Systems – Going Beyond Citation
Scientometrics
Screening	Estimate of COVID-19 school transmission during weekly screening in the Auvergne-Rhône-Alpes region, France, week 47 to 50, 2021
scRNA-seq	Gene regulatory network remodeling through embryonic development trajectories
search engines	“Doing the Search”: Differential Tracking in Disinformation Websites and its Impact on Search Engine Results
security	Heterogeneity- and homophily-induced vulnerability of a p2p network formation model: the IOTA autopeering protocol
Seed Selection	14. Seed Selection for Linear Threshold Model in Multilayer Networks
segregation	26. The resilience of post-lockdown mobility networks 10. Idiosyncratic and systematic experienced isolation in urban networks Segregation in high-resolution residential mobility network Behavioral and Topological Heterogeneities in Network Versions of Schelling’s Segregation Model
segregation dynamics	Mobility segregation dynamics during pandemic interventions
Selection bias	27. Biases in News Reporting and Consumption
self-assembly	Homophily-based social group formation in a spin glass self-assembly framework
Self-avoiding walk	Efficient network exploration by means of resetting self-avoiding random walks
self-interacting proteins
semantic network
Semantic Networks	Complementarity vs. Similarity in Semantic Networks LEXpander: applying colexification networks to automated lexicon expansion
semi-supervised learning	Learning the right layers: a data-driven layer-aggregation strategy for semi-supervised learning on multilayer graphs
semicycles	16. Multiscale semiwalk-based measure of structural balance in signed networks
semiwalks	16. Multiscale semiwalk-based measure of structural balance in signed networks
Sensitivity Analysis	28. Sensitivity of Boolean attractors to small network changes and its implications for the inference of microbial interaction networks
sensor placement	Control and observation of target nodes in large-scale networks
Sentiment analysis	35. Finding polarised communities and tracking information diffusion on Twitter: The Irish Abortion Referendum Finding polarised communities and tracking information diffusion on Twitter: The Irish Abortion Referendum 37. Difference in emotional transitions between COVID-19 and other natural disasters’ tweets revealed by emotional evolution trees
Sex Differences
shell companies	44. Birds of a feather: A method for detecting suspicious clusters of companies in the UK
shock propagation	Estimating the loss of economic predictability: Comparing industry- and firm-level production network models 36. Propagation of disruptions in supply networks of essential goods: A population-centered perspective of systemic risk
Shock propagation models	Network science: Applications for sustainable agroecosystems and food security
Shock spreading	Inequality in economic shock exposures across the global firm-level supply network
shocks	Emerging Labour Flow Networks
short-term prediction	19. Short- and long-term temporal network prediction based on network memory
shortest path	63. Structural Redundancy in Directed Weighted Graphs Finding Shortest and Nearly Shortest Paths in Substantially Incomplete Networks
Shortest Paths
signal on graph	Low-dimension network controllability
Signal propagation
signal to noise analysis	18. Effect of spatial correlations on Hopfield Neural Network and Dense Associative Memories
Signed directed network	A Framework for Structural Representation of Nodes in Signed Directed Networks
Signed graphs
Signed network	Belief propagation algorithm for improving opinion formation heuristics
signed networks	46. Coexistence of structural balance and ego-hierarchies 16. Multiscale semiwalk-based measure of structural balance in signed networks Measuring Polarization Dynamics from Signed Interaction Networks: an Application to Misinformation Crowdsourcing on Twitter Local balance reveals major historical events in signed networks of international relations 59. Spreading and Structural Balance on Signed Networks SHEEP: Signed Hamiltonian Eigenvector Embedding for Proximity
Significant Pattern Mining	A More Descriptive Null Model for Assessing Data Mining Results
Similarity	17. Inferring networks from the microgenomic abundance data Complementarity vs. Similarity in Semantic Networks Structural measures of similarity and complementarity in complex networks 35. A new metric to measure similarity between nodes in bipartite networks: the Sapling Similarity
similarity measurement	72. Time series clustering method based on similarity measurement and community detection with intuitive visualization
Simple and complex contagion	Distinguishing simple and complex contagion processes on networks
Simple contagion	Distinguishing simple and complex contagion processes on complex networks
simple crowd dynamics	61. Simple crowd dynamics to generate complex temporal contact networks
simplicial complex	The simpliciality of empirical datasets XGI: A Python package for higher-order interaction networks Quantifying the Topological Stability of a Simplicial Complex
Simplicial Complexes	65. Frequent Pattern Mining in Simplicial Complexes Identify Influential Simplices via Hierarchical Simplicial Convolutional Network Hypergraphs or simplicial complexes: Untangling the effect of higher-order representations on collective dynamics
Simplicial contagion
simulated annealing	Embedding networks into hyperbolic spaces by greedy routing optimisation
Simulation	65. A Multi-Layer Network Model of Climate Reinsurance: Company Benefits vs. Climate Resilience?
Singapore English
single cell transcriptomics	Gene regulatory network remodeling through embryonic development trajectories
SIR epidemics	Exact solution of Markovian SIR epidemics on heterogeneous networks
SIR model	The strength and weakness of disease-induced herd immunity Structural correlations and economic decline spreading in international trade hypergraphs
Skills	Modular network comparison of inter-industry labour mobility networks reveals differences in industrial clusters across six European countries
Sleep	6. Waking up from slow wave sleep perturbs brain connectivity patterns leading to sleep inertia
Small World Networks	9. Beyond space and blocks: Generating networks with arbitrary structure
small-world	Towards a Better Understanding of the Characteristics of Fractal Networks
smartphone data
social balance theory	Fast Multiplex Graph Association Rules for Link Prediction
social capital	Impact of multidimensional homophily on intersectional minorities Unveiling the Impact of Employee Exits on Neighboring Social Interactions
social comparison
Social consensus formation processes	Hyper-core decomposition of hypergraphs: the role of hyper-cores in higher-order dynamical processes
Social Contagion	Quantifying population dynamics of complex contagions Social Contagion in Science 20. Extracting Belief Networks from Tweets Investigating Churn in Online Wellness Programs: Evidence from a U.S. Online Social Network
social diffusion	38. On the role of network topology and committed minority in facilitating social diffusion
social dilemma
social dilemmas	Evolutionary game selection creates competitive environments
Social dynamics	On the side-effects of compromising: coupling agents' heterogeneity with network effects in a bounded confidence opinion dynamics model Flow of temporal network properties under local aggregation and time shuffling
social evolution
social hierarchy	Friendship Modulates Hierarchical Relations in Public Elementary Schools
Social Inequalities	The interplay between social inequalities, human contact patterns and the spread of epidemic processes
social influence	Predicting Persuasion Success with Network-Based Machine-Learning Tools
social learning	Social learning in sperm whale language: evidence from acoustic data. Tinkering and Innovation in Collapsing Cultural Systems
social media	47. The Role of Friend Recommendation Algorithms in Shaping Informational Ecosystems Online Competition for popularity and interventions on a Chinese microblogging site 45. The role, function and impact of automated agents in protest communication networks: a network analysis approach 26. Measuring meaningful user influence on temporal networks Did the Russian invasion of Ukraine depolarize political discussions on Finnish social media? 67. The Network Effect of Deplatforming on Social Media Measuring Polarization Dynamics from Signed Interaction Networks: an Application to Misinformation Crowdsourcing on Twitter Improving discourse quality in social media networks: A large-scale, longitudinal study of influencing speech characteristics 40. Dynamics of Ideological Bias Shifts of Users on Social Media Platforms 18. Competition and spreading of low and high quality information in online social networks 37. Difference in emotional transitions between COVID-19 and other natural disasters’ tweets revealed by emotional evolution trees Twitter cascade reconstruction to find misinformation amplifiers
social media data
Social Movements
social network	56. Generating interactions for friendship networks 35. Finding polarised communities and tracking information diffusion on Twitter: The Irish Abortion Referendum Finding polarised communities and tracking information diffusion on Twitter: The Irish Abortion Referendum Supply, demand and spreading of news during COVID-19 and assessment of questionable sources production The effect of Collaborative-Filtering based Recommendation Algorithms on opinion diversity
social network analysis	58. Exploring the Communication network of the Civil Society organizations in Austria dealing with Ukrainian refugees and humanitarian aid 52. Innovation and performance: inside the organizational network Friendship Modulates Hierarchical Relations in Public Elementary Schools 68. How to measure trends on Twitter? 53. Higher-Order Estimate of Open Mindedness in Online Political Discussions FairSNA: Algorithmic Fairness in Social Network Analysis 40. Unveiling the Dynamics of Private Capital Networks: An Application of Temporal Exponential Random Graph Models Predicting Influential Higher-Order Patterns in Temporal Network Data
social network dynamics	41. Mechanistic interplay between opinion polarization and spread of information Diffusion approximation of a network model of meme popularity
social network formation	The impact of users’ homophily and recommendation biases on social network inequalities
social networks	Enmity Paradox 56. Statistics on Reddit: entropy and Gini coefficient 25. Analyzing Twitter Trends in the 2022 French Election 61. Correlation distances in social networks 41. Incorporating Social Network Structure into Discrete Choice Models 0. Connected Reality: Virtual Immersion in Social Networks Highways are barriers to urban social connections Competitive influence maximisation in the presence of negative ties Structural marginalization in networks - How inequality of opportunities generate it: the homophily-fitness model 57. Political Participation and Voluntary Association : A Hypergrah case Study 55. Temporal Activations in Continuous Opinion Dynamics Modeling adaptive forward-looking behavior in epidemics on networks 5. The Fitness-Corrected Block-Model with Applications to Online Social Network Analysis Measuring polarization in multipolar social contexts Old embeddings and novel AIs for network prediction in temporal graphs and phylogenetics Exploring visualizations of large networks and embeddings using Helios-Web Self-induced consensus formation among Reddit users on the GameStop short squeeze 50. From communities to outliers: a portrait of WallStreetBets users 24. Information transfer in co-location networks Modelling how social network algorithms can influence opinion polarization The Association Between Homophily on Illicit Drug Use and PrEP Conversations Among Latino Men Who Have Sex with Men in Miami-Dade, Florida, US: A Social Network and Spatially Explicit Study Quantifying Ideological Polarization on a Network Using Generalized Euclidean Distance Impact of the COVID-19 outbreak on the Italian Twitter vaccination debate: A network–based analysis 60. Echo chambers and information transmission biases in homophilic/heterophilic networks Proper network randomization is key to assessing social balance 21. Opinions spread faster when social networks change slower 56. Causal inference in sparse partially observed large-scale networks SHEEP: Signed Hamiltonian Eigenvector Embedding for Proximity
social polarization	Measuring polarization in multipolar social contexts
Social science	Combining social science with network epidemiology to model the elimination of an endemic livestock disease
social sciences	61. Simple crowd dynamics to generate complex temporal contact networks
social selection
social spreading models	Diffusion approximation of a network model of meme popularity
social status	38. Ultimatum Game: Evolving network with status and asymmetric role allocation Friendship Modulates Hierarchical Relations in Public Elementary Schools
social structure
Social support
Social System
Social systems	Higher-order interactions reveal complex memory in temporal networks On the side-effects of compromising: coupling agents' heterogeneity with network effects in a bounded confidence opinion dynamics model
social tipping points
Socio-ecological networks	Network science: Applications for sustainable agroecosystems and food security
socio-economic status	Neighborhood Detection from Mobility Data
socio-semantic networks	66. A mixed-methods approach to study socio-semantic networks
socio-technical systems	1. Modeling Interconnected Social and Technical Risks in Open Source Software Ecosystems
sociodemographic characteristics	23. Understanding Vulnerability to Misinformation: Personal Characteristics Associated with Misinformation Consumption and Spreading in Hungary on Online Social Networks
socioeconomic (SES) segregation	Socioeconomic segregation in friendship networks: Prevalence and determinants of same- and cross-SES friendships in US high schools.
Socioeconomic Inequality	Mobility and transit segregation in urban spaces.
sociopatterns	26. Neighbourhood matching creates realistic surrogate temporal networks
software	igraph — the network analysis package XGI: A Python package for higher-order interaction networks Exploring visualizations of large networks and embeddings using Helios-Web
solar panels
Sound processing
source detection	Trading contact tracing efficiency for finding patient zero
Space debris	15. A network framework to assess space sustainability
Space situational awareness	15. A network framework to assess space sustainability
Spacetime	40. Clustering in the d'Alembertian Eigenspace of Temporal Networks Spacetime Random Geometric Graph Neural Networks
sparse functional backbone	68. Dynamic fMRI unveils a robust functional network architecture in the brain: a hierarchy of strong positive and weak bimodal correlations
sparse networks	Clustering graph embedding in sparse networks
Sparsification	63. Structural Redundancy in Directed Weighted Graphs Comparing Link Filtering Backbone Techniques in Real-World Networks
spatial embedding	Robustness and volume exclusion in physical networks
spatial graphs	The geometry of constellation line figures
spatial network	Structure of brain connectome and contactome in fly, mouse, and human Monkeypox spread among Parisian venues
spatial networks	10. Idiosyncratic and systematic experienced isolation in urban networks Highways are barriers to urban social connections 8. Characterizing spatial networks using β-skeletons Filtering and modeling information in spatial networks Network science: Applications for sustainable agroecosystems and food security
spatio-temporal evolution of diffusions	33. Mapping networks as spindles to improve diffusion prediction
spatio-temporal motifs	Flow of temporal network properties under local aggregation and time shuffling
Specialisation	39. Effects of syndication network on specialisation and performance of venture capital firms
Species Keystoness	The architecture of multifunctional ecological networks
species-interaction networks	Network science: Applications for sustainable agroecosystems and food security
spectral decomposition	Exact solution of Markovian SIR epidemics on heterogeneous networks
Spectral Graph Theory
spectral methods	SHEEP: Signed Hamiltonian Eigenvector Embedding for Proximity
spectral optimization	Quantifying the Topological Stability of a Simplicial Complex
speech
sperm whales	Social learning in sperm whale language: evidence from acoustic data.
spin glass	Homophily-based social group formation in a spin glass self-assembly framework
spindle vector	33. Mapping networks as spindles to improve diffusion prediction
Spontaneous adoption	Distinguishing simple and complex contagion processes on complex networks
Sports	Understanding the evolution of successful careers in professional tennis
spread of opinions	25. Analyzing Twitter Trends in the 2022 French Election
Spreading
spreading dynamics	Simplicially driven simple contagion
spreading in networks
Spreading Phenomena	58. Contact networks have small metric backbones that maintain community structure and are primary transmission subgraphs
Spreading phenomena on networks	55. Changing Hands: Heterogeneity in network structure switches the dominant transmission mode of infectious disease
Spreading process	Dynamic geometries and clonal interference create heterogeneous adaption patterns on networks 15. Misinformation spreading on networks: a quantitative analysis
Spreading process on networks	58. Restoration of the isolated core's influence on k-shell structures
Spreading processes	Effects of local interactions in epidemic outbreaks in networks of structured populations Distinguishing simple and complex contagion processes on networks
Stability	4. To be existent is to be stable: automatic determination of the number of communities Competitive hierarchies reduce network instability by keeping feedback weak Emergent stability in complex network dynamics Spreading of opinions with different qualities in heterogeneous networks
Stability analysis	Dynamic stability of complex networks
Stack Exchange	17. The role of collective trust in sustainability of Stack Exchange communities
Stacking models	‘Stealing fire or stacking knowledge’ by machine intelligence to model link prediction in complex networks
stag-hunt
Stance Detection	20. Extracting Belief Networks from Tweets
start-up company
statistical analysis	Modelling brain connectomes networks: Solv is a worthy competitor to hyperbolic geometry!
statistical inference	Compressing network populations with modal networks reveals structural diversity Chance, biases, and data incompleteness. Uncovering patterns in Roman time maritime trade. 43. Mapping cultural differences via community detection on networks of inter-area lexical similarity Statistical inference of homophily with network ensembles 30. Noise-cleaning the precision matrix of fMRI time series Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection Randomized reference models for temporal networks Compression-based inference of network motif sets D-Mercator: multidimensional hyperbolic embedding of real networks
statistical modeling	Detecting relationships in multivariate time series using reduced auto-regressive modeling and its network representation
statistical network modelling	56. Causal inference in sparse partially observed large-scale networks
Statistical physics	Generalized network density matrices for analysis of multiscale functional diversity 39. Voter-like dynamics with conflicting preferences on homophilic networks Compression-based inference of network motif sets
Statistical Physics of Networks	Laplacian Renormalization group for heterogeneous networks
statistics	67. Statistical and Machine Learning Link Selection Methods for Brain Functional Networks: Review and Comparison
status theory	46. Coexistence of structural balance and ego-hierarchies
stochastic	Idea engines: Unifying innovation & obsolescence from markets & genetic evolution to science
Stochastic Actor Oriented Model	54. The evolution of freshmen networks during and after lockdown: Comparing two cohorts
stochastic block model	Hierarchical modularity optimizes memory capacity near criticality in echo state networks 43. Mapping cultural differences via community detection on networks of inter-area lexical similarity Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection Reconstruction performance of the stochastic block model in empirical networks 66. A mixed-methods approach to study socio-semantic networks
stochastic block models	Generative models for two-ground-truth partitions in networks
stochastic games	Evolutionary game selection creates competitive environments
Stochastic network dynamics	Inferring the stochastic dynamics of complex networks via message-passing mechanism
stochastic network models
Stochastic processes	From subcritical behavior to a correlation-induced transition in rumor models Diffusion approximation of a network model of meme popularity
Stochastic resetting	Efficient network exploration by means of resetting self-avoiding random walks
Stochastic Simulation
Strategic behaviour	49. Subgraphs, motifs, and scaling in a dynamic airline network
strategic foresight	52. Capturing trends in emerging AI technologies and their application to business domains for strategic foresight
String theory	8. A Manifold Minimization Principle for Physical Networks
Strong Connectivity	Strong Connectivity and Influence in Real Directed Networks
structural balance	Transition to a structurally balanced paradise state in the system with agents' opinions 46. Coexistence of structural balance and ego-hierarchies 16. Multiscale semiwalk-based measure of structural balance in signed networks Measuring Polarization Dynamics from Signed Interaction Networks: an Application to Misinformation Crowdsourcing on Twitter Local balance reveals major historical events in signed networks of international relations
Structural brain networks	Assortative mixing in micro-architecturally annotated brain networks
Structural connectiviy	20. Co-Evolving Dynamics and Topology in a Coupled Oscillator Model of Resting Brain Function
Structural Integration	Characterising the structural organization of the whole-brain: encompassing the cortex, subcortex, and cerebellum
Structural network characteristics	Unveiling the Impact of Employee Exits on Neighboring Social Interactions
structural network measure	Quantifying Ideological Polarization on a Network Using Generalized Euclidean Distance
structural polarization	Structural polarization and hate speech in Twitter during electoral campaign: A local Spanish election as a case study
structural properties	Towards a Better Understanding of the Characteristics of Fractal Networks
Structure	71. Hypergraph patterns and collaboration structure
Structure-based embedding	A Framework for Structural Representation of Nodes in Signed Directed Networks
structure-function clustering
structure-function coupling
structure-function relationship	Hierarchical modularity optimizes memory capacity near criticality in echo state networks
Structured Data	5. Heterogeneous graph neural networks for Academic Collaboration Network characterisation from spurious data
Structured Populations	Effects of local interactions in epidemic outbreaks in networks of structured populations
students-at-risk	Early detection of students-at-risk of failing using a dynamic network approach
Subcortex	Characterising the structural organization of the whole-brain: encompassing the cortex, subcortex, and cerebellum
Subgraph	49. Subgraphs, motifs, and scaling in a dynamic airline network
Submodular Optimization	Maximizing anti-coordination in network games
Success	Understanding the evolution of successful careers in professional tennis 71. Hypergraph patterns and collaboration structure
suicide prevention
Superexponential growth	Quantifying population dynamics of complex contagions
superspreaders	Twitter cascade reconstruction to find misinformation amplifiers
Supervised Learning	Predicting Influential Higher-Order Patterns in Temporal Network Data
supply chain contagion	Estimating the impact of supply chain contagion on financial stability
supply chain management	Mapping the economic complexity of green supply chains
supply chain networks	36. Propagation of disruptions in supply networks of essential goods: A population-centered perspective of systemic risk
Supply chains	Analysing tripartite, manufacturer-supplier-product networks: the case-study of the automotive sector Reconstructing firm-level interactions: the Dutch input-output network
supply network	74. MNEs and multilayer economic networks befind industrial coagglomeration 47. Position in the supply network and digitalisation activity of manufacturing firms
supply networks	Estimating the loss of economic predictability: Comparing industry- and firm-level production network models
surgical planning	Functional Desynchronization and Structural Rewiring in Brain Tumor Networks
susceptible	Exact solution of Markovian SIR epidemics on heterogeneous networks
sustainability	37. Greening Austria’s transport system: A computational approach for estimating the required rail network capacities under new waste transport regulations
sustainability in Q&A communities	17. The role of collective trust in sustainability of Stack Exchange communities
sustainable development	36. Multidimensional Economic Complexity: How the Geography of Trade, Technology, and Research Explain Inclusive Green Growth
Swarm Robotic Networks	Messengers: the strength of weak ties in swarm robotic networks for a spatial collective estimation scenario
Symbiosis	The structure of the global network of Lichen Symbionts
synchronization	44. Structural Control of Community-Structured Oscillator Networks Synchronization-induced Taylor’s law of a coupled food chain model on networks Synchronization of Regional Development - Influence of Clusters in the Regional Production Network 0. The attractor structure of functional connectivity in networks of coupled logistic maps. Hypergraphs or simplicial complexes: Untangling the effect of higher-order representations on collective dynamics
synchronization stability	2. A Shortcut to Stable Power Grids 3. Role of a Community Structure in a Power–Grid Network 47. Community can form the synchronization stability of a network
synergistic interactions	Higher-order interactions: an efficient heuristic to identify synergistic associations in big data
synergy	Synergistic Hypergraphs: A Method for Removing Unnecessary Hyperedges in Information-Theoretic Hypergraphs through O-information. Higher-order interactions: an efficient heuristic to identify synergistic associations in big data
systemic failure	34. Network Resiliency to Systemic Failures within Time Horizon by Managing Robustness/Recoverability Capabilities: Work in Progress
systemic risk	Inequality in economic shock exposures across the global firm-level supply network Estimating the loss of economic predictability: Comparing industry- and firm-level production network models 36. Propagation of disruptions in supply networks of essential goods: A population-centered perspective of systemic risk Estimating the impact of supply chain contagion on financial stability 71. Systemic Risk of Cascading Failures/Overloads in a Recoverable Network under Redistributed Elastic Load: Work in Progress
T
targeted attack	3. Network Robustness against Random, Localized, and Targeted Attacks: From the Perspective of Loops
targeted immunization	Non-selective distribution of infectious disease prevention may outperform risk-based targeting
Targeted influence maximization
targeted mutation
Targeted spreading
Tax Avoidance	Revealing the link between corporate structure and tax avoidance using higher order Markov models
Taylor's law	Synchronization-induced Taylor’s law of a coupled food chain model on networks
Team formation	71. Hypergraph patterns and collaboration structure
technical indicator	73. Determining Trade Execution Timing with Stock Market Networks: Performance Comparison between Network Node Degree-based EMA and Traditional EMA
technological similarity	ATYPICAL COMBINATION OF TECHNOLOGIES IN REGIONAL CO-INVENTOR NETWORKS
Technological specialization
Technology code	71. The geography of innovation dynamics
Technology innovation	72. Continuous Projection Space - Technology codes and Mergers & acquisitions predictions Urban Economic Fitness and Complexity from Patent Data
Temporal Analysis	Measuring Polarization Dynamics from Signed Interaction Networks: an Application to Misinformation Crowdsourcing on Twitter
temporal graph neural network	21. Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities
temporal graphs	21. Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities
Temporal hypergraphs	Percolation and topological properties of temporal higher-order networks
temporal network	11. Transitions between polarisation and radicalisation in a temporal bi-layer echo chambers model 28. Using network science in veterinary epidemiology Flow of temporal network properties under local aggregation and time shuffling Higher-order Laplacians for graph embedding 25. Temporal Network Prediction and Interpretation De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs
temporal network generation	26. Neighbourhood matching creates realistic surrogate temporal networks
temporal networks	Gene regulatory network remodeling through embryonic development trajectories Workplace Recommendation with Temporal Network Objectives Non-backtracking considerations for a modelling framework for the spread of epidemics on temporal networks 44. Networks of national preference in scientific recognition 64. Evolution of Wikipedia knowledge graphs in response to planned events: A temporal networks approach. Temporal network compression via network hashing 27. Modeling gentrification as a dynamic spatio-temporal process 26. Measuring meaningful user influence on temporal networks Higher-order interactions reveal complex memory in temporal networks 20. Testing Causal Timescales in Temporal Networks 40. Clustering in the d'Alembertian Eigenspace of Temporal Networks Spacetime Random Geometric Graph Neural Networks Complex dynamics of multihoming in dark web markets 63. Temporal Behaviour of a Large Scale Microservice Network 66. Large-scale dynamic network and information theoretic analyses of coherent cortical activity during visual working memory in primates. Fourier Transform of temporal networks Measuring the velocity of money Ecosystem-level datasets for Open Source Software 51. Dynamical processes in heterogeneous mobile agent networks Randomized reference models for temporal networks Impact of the COVID-19 outbreak on the Italian Twitter vaccination debate: A network–based analysis 19. Short- and long-term temporal network prediction based on network memory Lyapunov Exponents for Temporal Networks Dynamics of random hyperbolic graphs Bayesian Detection of Mesoscale Structures in Pathway Data on Graphs
temporally correlated interactions	Collective dynamics of causal network interactions
TERGM	40. Unveiling the Dynamics of Private Capital Networks: An Application of Temporal Exponential Random Graph Models
text analysis and mining
The number of communities	4. To be existent is to be stable: automatic determination of the number of communities
three-dimensional networks	Robustness and volume exclusion in physical networks
Threshold model	Ordering dynamics and aging in Threshold models Threshold Cascade Dynamics on an Adaptive Network
Threshold Models
time horizon of interest	34. Network Resiliency to Systemic Failures within Time Horizon by Managing Robustness/Recoverability Capabilities: Work in Progress
time series	31. Forecasting Human Mixing Behavior Using Online Surveys 68. Dynamics-based Reconstruction of the Multilayer Structure from an Aggregated Network
Time series analysis	Higher-order organization of resting-state fMRI signals Information networks analysis of time series with applications to climate tipping points
time series data	Ensembles of reconstructed networks from dynamics De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs
time-aggregated transition networks
Time-Evolving Networks	Predicting Influential Higher-Order Patterns in Temporal Network Data
time-series analysis
time-varying networks	22. Common spatial pattern for time-varying networks
time-window detection
times series clustering	72. Time series clustering method based on similarity measurement and community detection with intuitive visualization
timescale detection	20. Testing Causal Timescales in Temporal Networks
Tipping points	Information networks analysis of time series with applications to climate tipping points
Tolkien studies	49. One Graph to Rule them All: Using NLP and Graph Neural Networks to analyse Tolkien's Legendarium
topological data analysis	Topological scaffolds outperform functional connectivity in brain fingerprinting Higher-order organization of resting-state fMRI signals Analysing multiscale clustering with persistent homology
topological heterogeneity	Behavioral and Topological Heterogeneities in Network Versions of Schelling’s Segregation Model
Topological Overlap	Venture Capital Networks: Lead Investors Fit (& Win)
topological stability	Quantifying the Topological Stability of a Simplicial Complex
Topological-temporal properties of events	Temporal-topological properties of higher-order evolving networks
Topology	Percolation and topological properties of temporal higher-order networks
Topology transitions	49. Subgraphs, motifs, and scaling in a dynamic airline network
tourism	The Effects of Seasonal Human Mobility Networks and Aedes aegypti Habitat Suitability on Zika Virus Transmission in Colombia
tracking and analysis of groups in social media
Trade	Mapping Global Value Chains at the Product Level Reconciling econometrics with maximum-entropy network models
Trade network	38. A Weighted and Normalized Gould‒Fernandez brokerage measure
trade networks	A new method for mapping global phosphorus flows
Traditional Chinese Medicine
traffic flows	Bilevel optimization for flow control in optimal transport networks
transaction networks	Measuring the velocity of money
Transactional Databases	A More Descriptive Null Model for Assessing Data Mining Results
transfer entropy	An informational approach to uncover the age group interactions in epidemic spreading from macro analysis
Transit Networks	Mobility and transit segregation in urban spaces.
Transit Segregation	Mobility and transit segregation in urban spaces.
transition matrix
transition probability	31. Scholarly Recognition and Transition Patterns in the Scientific Awards Network
transitions	11. Transitions between polarisation and radicalisation in a temporal bi-layer echo chambers model
transmission	Multilayer networks of plasmid genetic similarity reveal potential pathways of gene transmission
Transmission models	52. Characterize the role of human mobility behind COVID-19 spatial invasion in the US Epidemic spatial invasion of the first wave COVID-19 epidemic in Senegal
Transnational networks
transport	Detecting the sensitive spots in the African interurban transport network
Transport network
transportation network	Bilevel optimization for flow control in optimal transport networks
Transportation networks	Emergence of complex topologies from flux-weighted optimization of network efficiency 48. Structure, resilience and evolution of the European Air Route Network from 2015 to 2018
triadic closure	The Centrality of Minorities under Triadic Closure and Homophily
trip distribution	A Graph Attention Network for human mobility prediction
Tripartite networks	Analysing tripartite, manufacturer-supplier-product networks: the case-study of the automotive sector
Trophic Incoherence	Strong Connectivity and Influence in Real Directed Networks
Trust
trust network
TSR	Investigation of the relationship between the existence of zombie firms and their positions in the business trade network
Turing patterns	Emergence of geometric Turing patterns in complex networks Inferring missing edges in a graph from observed collective patterns Pattern reconstruction through generalised eigenvectors
Twitter	35. Finding polarised communities and tracking information diffusion on Twitter: The Irish Abortion Referendum 68. How to measure trends on Twitter? Finding polarised communities and tracking information diffusion on Twitter: The Irish Abortion Referendum 54. The diffusion of information in social media – How complex is it? Changes of COVID-19 Vaccine Opinions on Twitter: A Combination of Dynamical Network Community Detection and Content-based Analysis Measuring polarization in multipolar social contexts Entropy-based detection of Twitter’s echo-chambers 67. The Network Effect of Deplatforming on Social Media 14. How does news sentiment affect propogation on Twitter? 40. Dynamics of Ideological Bias Shifts of Users on Social Media Platforms Impact of the COVID-19 outbreak on the Italian Twitter vaccination debate: A network–based analysis 37. Difference in emotional transitions between COVID-19 and other natural disasters’ tweets revealed by emotional evolution trees 13. Bow-tie structures of Twitter discursive communities
two-mode networks	22. Mapping the structure of an online political community
U
Ukrainian refugees	58. Exploring the Communication network of the Civil Society organizations in Austria dealing with Ukrainian refugees and humanitarian aid
ultimatum game	38. Ultimatum Game: Evolving network with status and asymmetric role allocation
Universal Differential Equations	Old embeddings and novel AIs for network prediction in temporal graphs and phylogenetics
universal vaccine	Robust Immunization of the Herd: Mosaic Vaccination against Escape Mutants
University classes
university network	54. The evolution of freshmen networks during and after lockdown: Comparing two cohorts
Unlabeled Graphs	4. Counting Non-Isomorphic Graphs
unlabeled network	Rank Distribution in Random Recursive Trees
Unlabeled networks	6. Entropy of labeled versus unlabeled networks
Unobserved infections	Ensemble inference of unobserved infections in networks using partial observations
unsupervised learning	69. An unsupervised network-based anomaly detection of credit card fraud
Urban Analytics	Mobility and transit segregation in urban spaces.
Urban dynamics	32. Self-consistent inference framework for the gravity model: overcoming limitations of proxy-based analyses
urban mobility	Mobility segregation dynamics during pandemic interventions 29. Using a co-incidence network to investigate interaction patterns across geospatial areas Neighborhood Detection from Mobility Data Feel Old Yet? Updating Mode of Transportation Distributions from Travel Surveys using Data Fusion with Mobile Phone Data
Urban networks	Diffusion-based classification of urban spatial patterns 25. Scaling laws associated with percolation transition in the city size distribution
Urban Science	29. Mobility Census for the analysis of rapid urban development
urban segregation	Highways are barriers to urban social connections A Mobility-Informed Segregation Model
Urban system
Urban Systems	27. Modeling gentrification as a dynamic spatio-temporal process Emergence of complex topologies from flux-weighted optimization of network efficiency [CANCELLED] Connecting intercity mobility with urban welfare
Urban traffic	Variation in Cluster Formation between Free and Congested Flow in Urban Road Networks
US-China trade war
user behavior	50. From communities to outliers: a portrait of WallStreetBets users
V
Vaccination	Vaccination homophily during the Covid-19 pandemic Vaccination Strategies for COVID-19 in the Omicron Era: A Mathematical Model Analysis Impact of the COVID-19 outbreak on the Italian Twitter vaccination debate: A network–based analysis
vaccination assortativity
vaccination homophily
vaccine	Innovation and Order in Citation Networks
validation methods	57. Framework for developing quantitative agent-based models based on qualitative expert knowledge: an organised crime use-case
Value chains	Regional value trees in Europe
variable–length Markov chains	Social learning in sperm whale language: evidence from acoustic data.
Variational quantum algorithm	Identifying key players in networks through variational quantum algorithm with deep Q-learning
Vector Fields	54. From networks to flows: Using flow maps to understand mobility patterns in cattle trade
Venture Capital	Venture Capital Networks: Lead Investors Fit (& Win) 39. Effects of syndication network on specialisation and performance of venture capital firms
veterinary epidemiology	28. Using network science in veterinary epidemiology
Violence and Networks
virality
Virtual Challenge	Investigating Churn in Online Wellness Programs: Evidence from a U.S. Online Social Network
visual art	12. Quantifying Systemic Gender Inequality in Visual Art
visualization	70. Mapping the space of research interests with embedding methods Modelling brain connectomes networks: Solv is a worthy competitor to hyperbolic geometry!
voice	7. The voices of rape: Cognitive networks reconstruct emotional perspectives of rape survivors' passive and active narratives on Reddit
volume exclusion	Robustness and volume exclusion in physical networks
Voluntary associations	57. Political Participation and Voluntary Association : A Hypergrah case Study
Voronoi diagrams	Using Voronoi Diagrams to Detect Optimal Community Structure of Weighted Directed Networks
voronoi mapping	Diffusion-based classification of urban spatial patterns
Vulnerable groups
W
w1
w2
w3
Wastewater-based epidemiology	17. Biases in prediction of COVID-19 cases through the analysis of genetic copies concentration in wastewater plants
Watering	Resource-driven movements of livestock herds: impact of climate change on network dynamics
weak and strong ties
web-mining
Webtoon	19. Complex Networks of Human-Book Interactions
weighted directed networks	Using Voronoi Diagrams to Detect Optimal Community Structure of Weighted Directed Networks
Weighted graphs	63. Structural Redundancy in Directed Weighted Graphs 58. Contact networks have small metric backbones that maintain community structure and are primary transmission subgraphs
Weighted motifs	Weighted network motifs as random walk patterns
Weighted network	38. A Weighted and Normalized Gould‒Fernandez brokerage measure
Weighted Networks	60. Augmented Degree Correction for Bipartite Networks with Applications to Recommender Systems
Weighted-Mean-Subsequence-Reduced approaches
Whole Brain Network	Characterising the structural organization of the whole-brain: encompassing the cortex, subcortex, and cerebellum
whole-brain modelling
Wikipedia	64. Evolution of Wikipedia knowledge graphs in response to planned events: A temporal networks approach. 36. Individual differences in knowledge network navigation
wild populations
Wireless networks	2. Resource and location sharing to improve geometric networks
Women in Science	Gender representation and homophily as barriers to women’s career in science
word associations
Word Embedding	63. Understanding Changes in Ideas in Science Fiction with Word Embedding 11. Labor Space : A spatial representation of the labor market
word list expansion	LEXpander: applying colexification networks to automated lexicon expansion
Wordnet	14. Discovering Semantic Relationships Using a Temporal Multiplex Network For a Context-Aware Filipino Wordnet
working memory	66. Large-scale dynamic network and information theoretic analyses of coherent cortical activity during visual working memory in primates.
workplace recommendation	Workplace Recommendation with Temporal Network Objectives
Y
YouTube	Counterfactual Bots
Z
zika virus	The Effects of Seasonal Human Mobility Networks and Aedes aegypti Habitat Suitability on Zika Virus Transmission in Colombia
Zipf's law	Modeling innovation in the cryptocurrency ecosystem
Zombie firms	Investigation of the relationship between the existence of zombie firms and their positions in the business trade network
β
β-skeletons	8. Characterizing spatial networks using β-skeletons