Emergence of scaling in random networks

Abstract

Systems as diverse as genetic networks or the world wide web are best described as networks with complex topology. A common property of many large networks is that the vertex connectivities follow a scale-free power-law distribution. This feature is found to be a consequence of the two generic mechanisms that networks expand continuously by the addition of new vertices, and new vertices attach preferentially to already well connected sites. A model based on these two ingredients reproduces the observed stationary scale-free distributions, indicating that the development of large networks is governed by robust self-organizing phenomena that go beyond the particulars of the individual systems.

11 pages, 2 figures

References in corpus (2)

• The diameter of the world wide web
• Mean-field theory for scale-free random networks

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• Comparative analysis of two discretizations of Ricci curvature for complex networks
• Exact solution for mean first-passage time on a pseudofractal scale-free web
• Random walks on weighted networks
• Zipf's law unzipped
• Spectral Scaling in Complex Networks
• Explosive synchronization in weighted complex networks
• Scale-free networks without growth
• Local structure of directed networks
• Decentralized Edge-to-Cloud Load-balancing: Service Placement for the Internet of Things
• Langevin approach for the dynamics of the contact process on annealed scale-free networks
• Complex systems: physics beyond physics
• Scale-free trees: the skeletons of complex networks
• Modeling and Predicting Popularity Dynamics via Reinforced Poisson Processes
• Distinct types of eigenvector localization in networks
• A Universal Model of Global Civil Unrest
• The Topology of Music Recommendation Networks
• Effective Distances for Epidemics Spreading on Complex Networks
• Laplacian Spectra as a Diagnostic Tool for Network Structure and Dynamics
• Defection and extortion as unexpected catalysts of unconditional cooperation in structured populations
• Structural transitions in scale-free networks
• Degree distribution of the visibility graphs mapped from fractional Brownian motions and multifractal random walks
• The effect of aging on network structure
• Common neighbours and the local-community-paradigm for link prediction in bipartite networks
• The effectiveness of backward contact tracing in networks
• Geospatial Analysis Requires a Different Way of Thinking: The Problem of Spatial Heterogeneity
• Google in a Quantum Network
• Algorithmic bias amplifies opinion polarization: A bounded confidence model
• A Random Growth Model for Power Grids and Other Spatially Embedded Infrastructure Networks
• Inter-layer synchronization in multiplex networks
• Directed network modules
• Network Structure of Two-Dimensional Decaying Isotropic Turbulence
• Efficient routing on scale-free networks based on local information
• Robustness of onion-like correlated networks against targeted attacks
• Solution for the properties of a clustered network
• Scale-Free Networks Generated By Random Walkers
• Analysis, Prediction, and Control of Epidemics: A Survey from Scalar to Dynamic Network Models
• Detecting communities using asymptotical Surprise
• Dynamical Systems on Networks: A Tutorial
• Interdisciplinary and physics challenges of Network Theory
• Distributed Optimization With Local Domains: Applications in MPC and Network Flows
• Linking the Network Centrality Measures Closeness and Degree
• Distance Is Not Dead: Social Interaction and Geographical Distance in the Internet Era
• Network Archaeology: Uncovering Ancient Networks from Present-day Interactions
• On the universality of the scaling of fluctuations in traffic on complex networks
• Global efficiency of local immunization on complex networks
• Diameters in preferential attachment models
• The Impact of the Topology on Cascading Failures in Electric Power Grids
• Multiple, weak hits confuse complex systems: A transcriptional regulatory network as an example
• On the Consensus Threshold for the Opinion Dynamics of Krause-Hegselmann
• Early-career setback and future career impact
• Nonuniversal power law scaling in the probability distribution of scientific citations
• Patterns in high-frequency FX data: Discovery of 12 empirical scaling laws
• Locating privileged spreaders on an Online Social Network
• Computational Socioeconomics
• Granger Causality Stock Market Networks: Temporal Proximity and Preferential Attachment
• The Structure of Phonological Networks Across Multiple Languages
• Link prediction via linear optimization
• Collective synchronization induced by epidemic dynamics on complex networks with communities
• Dynamics of directed graphs: the world-wide Web
• Fastest learning in small world neural networks
• Signatures of small-world and scale-free properties in large computer programs
• Sampling properties of random graphs: the degree distribution
• Coevolution of agents and networks: Opinion spreading and community disconnection
• Mean-field theory for clustering coefficients in Barabasi-Albert networks
• Long-Range Navigation on Complex Networks using Lévy Random Walks
• Evolution of cooperation with asymmetric social interactions
• Evolution of the most common English words and phrases over the centuries
• Rate equation approach for correlations in growing network models
• Topological Properties of Citation and Metabolic Networks
• The Scientific Prize Network Predicts Who Pushes the Boundaries of Science
• A Large-Scale Community Structure Analysis In Facebook
• Distributed Decision Through Self-Synchronizing Sensor Networks in the Presence of Propagation Delays and Asymmetric Channels
• Fitting heavy tailed distributions: the poweRlaw package
• Mapping higher-order network flows in memory and multilayer networks with Infomap
• Small-world structure of earthquake network
• The effect of network topology on the stability of discrete state models of genetic control
• Potts model on complex networks
• Preferential attachment growth model and nonextensive statistical mechanics
• Evolving networks with disadvantaged long-range connections
• Diffusion-annihilation processes in complex networks
• Polynomial growth in age-dependent branching processes with diverging reproductive number
• Dynamics on expanding spaces: modeling the emergence of novelties
• Evolutionary mixed games in structured populations: Cooperation and the benefits of heterogeneity
• Recursive graphs with small-world scale-free properties
• Universal and nonuniversal allometric scaling behaviors in the visibility graphs of world stock market indices
• Heterogeneous Bond Percolation on Multitype Networks with an Application to Epidemic Dynamics
• Topological hyperbolic lattices
• Adiabatic quantum algorithm for search engine ranking
• Network Harness: Metropolis Public Transport
• Perspective: Energy Landscapes for Machine Learning
• Talent vs Luck: the role of randomness in success and failure
• Range-based attack on links in scale-free networks: are long-range links responsible for the small-world phenomenon?
• Extraction and Analysis of Fictional Character Networks: A Survey
• Using network science and text analytics to produce surveys in a scientific topic
• An evolving network model with community structure
• Challenges in Complex Systems Science
• Self-similar scaling of density in complex real-world networks
• An information-theoretic, all-scales approach to comparing networks
• Extracting Hidden Information from Knowledge Networks
• Modes of Collaboration in Modern Science - Beyond Power Laws and Preferential Attachment
• Influence Maximization in Continuous Time Diffusion Networks
• Biased imitation in coupled evolutionary games in interdependent networks
• Benford's Law Applies To Online Social Networks
• Understanding scaling through history-dependent processes with collapsing sample space
• Controlling synchronization in large laser networks using number theory
• Universality of the Threshold for Complete Consensus for the Opinion Dynamics of Deffuant et al
• Number of loops of size h in growing scale-free networks
• Correlation between centrality metrics and their application to the opinion model
• Binary and Multivariate Stochastic Models of Consensus Formation
• Cavity Spintronics: An Early Review of Recent Progress in the Study of Magnon-Photon Level Repulsion
• Marvel Universe looks almost like a real social network
• Network synchronization: Spectral versus statistical properties
• Growth and structure of Slovenia's scientific collaboration network
• Approximating Spectral Impact of Structural Perturbations in Large Networks
• Geography and similarity of regional cuisines in China
• Empirical Tests of Zipf's law Mechanism In Open Source Linux Distribution
• Enhance synchronizability by structural perturbations
• Scale-free Network in Financial Correlations
• Synchronization in large directed networks of coupled phase oscillators
• Transport optimization on complex networks
• Emergent Complex Network Geometry
• Social Influences in Opinion Dynamics: the Role of Conformity
• Generalized friendship paradox in complex networks: The case of scientific collaboration
• Standard random walks and trapping on the Koch network with scale-free behavior and small-world effect
• Large extinctions in an evolutionary model: The role of innovation and keystone species
• Modular gateway-ness connectivity and structural core organization in maritime network science
• Stochastic win-stay-lose-shift strategy with dynamic aspirations in evolutionary social dilemmas
• Gaussian Boson Sampling for perfect matchings of arbitrary graphs
• Prisoners' dilemma in real-world acquaintance networks: Spikes and quasi-equilibria induced by the interplay between structure and dynamics
• A quantitative analysis of measures of quality in science
• On the Origins and Control of Community Types in the Human Microbiome
• Urban road networks -- Spatial networks with universal geometric features? A case study on Germany's largest cities
• A High Robustness and Low Cost Model for Cascading Failures
• Tail-scope: Using friends to estimate heavy tails of degree distributions in large-scale complex networks
• Distributed Compressed Sensing For Static and Time-Varying Networks
• Social Network Reciprocity as a Phase Transition in Evolutionary Cooperation
• Multimodal urban mobility and multilayer transport networks
• Information filtering in complex weighted networks
• WiFi Epidemiology: Can Your Neighbors' Router Make Yours Sick?
• Networkcontrology
• Smart Rewiring for Network Robustness
• Geographical threshold graphs with small-world and scale-free properties
• Exactly solvable analogy of small-world networks
• Emergence of Soft Communities from Geometric Preferential Attachment
• Synchronization of discrete-time dynamical networks with time-varying couplings
• Small-world networks and the conformation space of a lattice polymer chain
• Hierarchical characterization of complex networks
• Random graph models for directed acyclic networks
• Random walks on networks with stochastic resetting
• Reconstruction methods for networks: the case of economic and financial systems
• A nonuniform popularity-similarity optimization (nPSO) model to efficiently generate realistic complex networks with communities
• Effects of immunization in small-world epidemics
• Dynamical and spectral properties of complex networks
• Text authorship identified using the dynamics of word co-occurrence networks
• Social goods dilemmas in heterogeneous societies
• Self-healing networks: redundancy and structure
• Degree-degree correlations in random graphs with heavy-tailed degrees
• The dynamical structure of political corruption networks
• Uncovering disassortativity in large scale-free networks
• Robustness and Assortativity for Diffusion-like Processes in Scale-free Networks
• Synchrony-optimized Networks of Non-identical Kuramoto Oscillators
• Functional Integration of Ecological Networks through Pathway Proliferation
• Critical Networks Exhibit Maximal Information Diversity in Structure-Dynamics Relationships
• Power-law distribution in the number of confirmed COVID-19 cases
• Estimating network structure from unreliable measurements
• The Evolutionary Vaccination Dilemma in Complex Networks
• Cultural transmission and optimization dynamics
• Anomalous Transport in Complex Networks
• Synchronization of networks with prescribed degree distributions
• Quantum Google in a Complex Network
• A box-covering algorithm for fractal scaling in scale-free networks
• Weighted Growing Simplicial Complexes
• Network Geometry Inference using Common Neighbors
• Topology and correlations in structured scale-free networks
• From Social Data Mining to Forecasting Socio-Economic Crisis
• True scale-free networks hidden by finite size effects
• Immunization of networks with community structure
• Coherence in scale-free networks of chaotic maps
• The large-scale structure of semantic networks: statistical analyses and a model for semantic growth
• Percolation in Hierarchical Scale-Free Nets
• A double-edged sword: Benefits and pitfalls of heterogeneous punishment in evolutionary inspection games
• Fractional dynamics on networks: Emergence of anomalous diffusion and Lévy flights
• Generalized Master Equations for Non-Poisson Dynamics on Networks
• Studying Fake News Spreading, Polarisation Dynamics, and Manipulation by Bots: a Tale of Networks and Language
• Error and Attack Tolerance of Layered Complex Networks
• Travel and tourism: Into a complex network
• Characterizing the network topology of the energy landscapes of atomic clusters
• The effects of network structure, competition and memory time on social spreading phenomena
• How humans learn and represent networks
• Multifractal Network Generator
• Edge vulnerability in neural and metabolic networks
• The Rise of China in the International Trade Network: A Community Core Detection Approach
• Uncorrelated Random Networks
• Beyond the clustering coefficient: A topological analysis of node neighbourhoods in complex networks
• Betweenness Centrality of Fractal and Non-Fractal Scale-Free Model Networks and Tests on Real Networks
• Scale-free networks with an exponent less than two
• Network Structure Explains the Impact of Attitudes on Voting Decisions
• Structural properties of spatially embedded networks
• Maximal planar scale-free Sierpinski networks with small-world effect and power-law strength-degree correlation
• Strategy evolution on dynamic networks
• Robust oscillations in SIS epidemics on adaptive networks: Coarse-graining by automated moment closure
• Exploring the effectiveness of a COVID-19 contact tracing app using an agent-based model
• Phase transition in the economically modeled growth of a cellular nervous system
• An adaptive routing strategy for packet delivery in complex networks
• Relations between Average Distance, Heterogeneity and Network Synchronizability
• Shortest paths and load scaling in scale-free trees
• Studying Rare Events using Forward-Flux Sampling: Recent Breakthroughs and Future Outlook
• Extreme self-organization in networks constructed from gene expression data
• Evolving networks with distance preferences
• Distribution of entanglement in large-scale quantum networks
• Structure and control of self-sustained target waves in excitable small-world networks
• Spectral Coarse Graining and Synchronization in Oscillator Networks
• Triadic closure dynamics drives scaling-laws in social multiplex networks
• Braess's Paradox in Epidemic Game: Better Condition Results in Less Payoff
• Determining global mean-first-passage time of random walks on Vicsek fractals using eigenvalues of Laplacian matrices
• Universality in Complex Networks: Random Matrix Analysis
• Multi-state epidemic processes on complex networks
• Stress-induced rearrangements of cellular networks: consequences for protection and drug design
• Identification of clusters of investors from their real trading activity in a financial market
• Emergence of weight-topology correlations in complex scale-free networks
• Structural Robustness of Complex Networks: A Survey of A Posteriori Measures
• Low Algorithmic Complexity Entropy-deceiving Graphs
• Local Optima Networks: A New Model of Combinatorial Fitness Landscapes
• Effects of the network structural properties on its controllability
• Generalized communities in networks
• Self-organization of progress across the century of physics
• Network Structure and Resilience of Mafia Syndicates
• Non-parametric Bayesian modeling of complex networks
• First- and second-order phase transitions in scale-free networks
• Weighted Scale-Free Networks with Stochastic Weight Assignments
• Amplified signal response in scale-free networks by collaborative signaling
• Quantifying dynamics of failure across science, startups, and security
• An Alternative Approach to the Calculation and Analysis of Connectivity in the World City Network
• Simplicial complexes: higher-order spectral dimension and dynamics
• Spatial preferential attachment networks: Power laws and clustering coefficients
• Collective influence in evolutionary social dilemmas
• High dimensional random Apollonian networks
• Distances in random graphs with finite variance degrees
• Nonparametric Bayes Modeling of Populations of Networks
• Recent advances of percolation theory in complex networks
• Complex earthquake networks: Hierarchical organization and assortative mixing
• Behavior of susceptible-infected-susceptible epidemics on heterogeneous networks with saturation
• A topological insight into restricted Boltzmann machines
• A degree centrality in multi-layered social network
• Subgraphs and network motifs in geometric networks
• Ising model in scale-free networks: A Monte Carlo simulation
• Learning Graphical Models With Hubs
• Heterogeneous pair approximation for voter models on networks
• Exponential-Family Models of Random Graphs: Inference in Finite-, Super-, and Infinite Population Scenarios
• Turing patterns mediated by network topology in homogeneous active systems
• Sandpile avalanche dynamics on scale-free networks
• Opinion control in complex networks
• Rich-club connectivity dominates assortativity and transitivity of complex networks
• A new route to Explosive Percolation
• Random matrix analysis of complex networks
• Social Interaction Layers in Complex Networks for the Dynamical Epidemic Modeling of COVID-19 in Brazil
• Prisoner's Dilemma on community networks
• Evolution of scale-free random graphs: Potts model formulation
• Experience versus Talent Shapes the Structure of the Web
• Principles of statistical mechanics of random networks
• Associative memory on a small-world neural network
• DFacTo: Distributed Factorization of Tensors
• Higher order clustering coefficients in Barabasi-Albert networks
• Community structure of complex software systems: Analysis and applications
• Chaperones as integrators of cellular networks: Changes of cellular integrity in stress and diseases
• Spectral distributions of adjacency and Laplacian matrices of random graphs
• Hypergraph Motifs: Concepts, Algorithms, and Discoveries
• Statistical properties of sampled networks by random walks
• Immunization of Real Complex Communication Networks
• Scaling in the Inter-Event Time of Random and Seasonal Systems
• Self-similar Scale-free Networks and Disassortativity
• Bankruptcy risk model and empirical tests
• Topology and Computational Performance of Attractor Neural Networks
• Fitting Power-laws in empirical data with estimators that work for all exponents
• How memory generates heterogeneous dynamics in temporal networks
• Evolution of opinions on social networks in the presence of competing committed groups
• Damage Spreading and Opinion Dynamics on Scale Free Networks
• Scaling of degree correlations and the influence on diffusion in scale-free networks
• Optimal Path and Minimal Spanning Trees in Random Weighted Networks
• Relating Topological Determinants of Complex Networks to Their Spectral Properties: Structural and Dynamical Effects
• M-Centrality: identifying key nodes based on global position and local degree variation
• Network Synchronization in a Noisy Environment with Time Delays: Fundamental Limits and Trade-Offs
• Self-similarity, small-world, scale-free scaling, disassortativity, and robustness in hierarchical lattices
• Complex networks renormalization: flows and fixed points
• Prediction of highly cited papers
• Dynamics of Tipping Cascades on Complex Networks
• The fractal/small-world dichotomy in real-world networks
• Epidemic Spreading on Weighted Complex Networks
• The effect of the forget-remember mechanism on spreading
• Local Leaders in Random Networks
• Knowledge Acquisition: A Complex Networks Approach
• Random walks in weighted networks with a perfect trap: An application of Laplacian spectra
• Dynamics of hate based networks
• Topological properties of a time-integrated activity driven network
• The weighted random graph model
• High Dimensional Apollonian Networks
• Random walks on complex trees
• Fitness for Synchronization of Network Motifs
• Can we neglect the multi-layer structure of functional networks?
• A limited resource model of fault-tolerant capability against cascading failure of complex network
• Deterministic Small-World Networks
• Determination of multifractal dimensions of complex networks by means of the sandbox algorithm
• The network of concepts in written texts
• Category theoretic analysis of hierarchical protein materials and social networks
• Robustness of the avalanche dynamics in data packet transport on scale-free networks
• Exploring the assortativity-clustering space of a network's degree sequence
• Vaccination intervention on epidemic dynamics in networks
• A dynamic model of time-dependent complex networks
• A robust ranking algorithm to spamming
• Communities and bottlenecks: Trees and treelike networks have high modularity
• From the origin of life to pandemics: Emergent phenomena in complex systems
• Growing scale-free simplices
• Measuring and Modeling Bipartite Graphs with Community Structure
• Division of labor, skill complementarity, and heterophily in socioeconomic networks
• An Evolutionary Game With the Game Transitions Based on the Markov Process
• Measure for degree heterogeneity in complex networks and its application to recurrence network analysis
• The Effect of Recency to Human Mobility
• $k$-core percolation on complex networks: Comparing random, localized and targeted attacks
• Structural constraints in complex networks
• Navigating the massive world of reddit: Using backbone networks to map user interests in social media
• Network Structures from Selection Principles
• Self-avoiding walks on scale-free networks
• Social inertia in collaboration networks
• Towards a Theory of Scale-Free Graphs: Definition, Properties, and Implications (Extended Version)
• Partner selections in public goods games with constant group size
• Synchronization of unidirectional time delay chaotic networks and the greatest common divisor
• A Learning Convolutional Neural Network Approach for Network Robustness Prediction
• Diversity of information pathways drives scaling and sparsity in real-world networks
• Computing Classic Closeness Centrality, at Scale
• Synchronization on community networks
• Detecting sequences of system states in temporal networks
• Ranking nodes in growing networks: When PageRank fails
• Asymptotic behavior and distributional limits of preferential attachment graphs
• Wiring cost in the organization of a biological network
• Leveraging local h-index to identify and rank influential spreaders in networks
• Link Prediction in Complex Networks: A Clustering Perspective
• Random Graphs with Hidden Color
• Unifying Sparsest Cut, Cluster Deletion, and Modularity Clustering Objectives with Correlation Clustering
• Weighted Fractal Networks
• Random networks with sublinear preferential attachment: The giant component
• An efficient approach of controlling traffic congestion in scale-free networks
• A planetary nervous system for social mining and collective awareness
• A Mutual Selection Model for Weighted Networks
• Networked SIS Epidemics with Awareness
• Deciphering the global organization of clustering in real complex networks
• Universal scaling of distances in complex networks
• Disassortative mixing in online social networks
• The Class of Random Graphs Arising from Exchangeable Random Measures
• Cyclic Topology in Complex Networks
• Offdiagonal Complexity: A computationally quick complexity measure for graphs and networks
• Persistence in Complex Systems
• SEAIR epidemic spreading model of COVID-19
• Flow-based network analysis of the Caenorhabditis elegans connectome
• Breaking of the site-bond percolation universality in networks
• Disorder induces explosive synchronization
• Efficient routing strategies in scale-free networks with limited bandwidth
• Zipf law in the popularity distribution of chess openings
• Complex stock trading network among investors
• Spectral Characteristics of Network Redundancy
• Synchronization in Weighted Uncorrelated Complex Networks in a Noisy Environment: Optimization and Connections with Transport Efficiency
• Phase transition in a directed traffic flow network
• Portraits of Complex Networks
• Minimum Dominating Sets in Scale-Free Network Ensembles
• Promotion of cooperation on networks? The myopic best response case
• Synchronized clusters in coupled map networks: Self-organized and driven phase synchronization
• Emergence of scale-free leadership structure in social recommender systems
• Epidemic variability in complex networks
• The large-scale organization of chemical reaction networks in astrophysics
• Understanding the group dynamics and success of teams
• Criticality in Random Threshold Networks: Annealed Approximation and Beyond
• Update rules and interevent time distributions: Slow ordering vs. no ordering in the Voter Model
• RoSGAS: Adaptive Social Bot Detection with Reinforced Self-Supervised GNN Architecture Search
• Percolation framework to describe El Niño conditions
• SANTA: quantifying the functional content of molecular networks
• Complete Condensation in a Zero Range Process on Scale-Free Networks
• Statistical mechanics of topological phase transitions in networks
• Googling Social Interactions: Web Search Engine Based Social Network Construction
• Identifying effective multiple spreaders by coloring complex networks
• Qualitative Comparison of Community Detection Algorithms
• Competitive cluster growth in complex networks
• Principled approach to the selection of the embedding dimension of networks
• Cumulative Effect in Information Diffusion: A Comprehensive Empirical Study on Microblogging Network
• Preferential attachment of communities: the same principle, but a higher level
• Evolving Apollonian Networks with Small-world Scale-free topologies
• Geographical Coarsegraining of Complex Networks
• The k-core and branching processes
• The Impact of Heterogeneous Thresholds on Social Contagion with Multiple Initiators
• Quantum Transport Enhancement by Time-Reversal Symmetry Breaking
• Reconfigurable optical implementation of quantum complex networks
• Multi-scale structure and topological anomaly detection via a new network statistic: The onion decomposition
• Who is Authoritative? Understanding Reputation Mechanisms in Quora
• Optimization of institutional incentives for cooperation in structured populations
• Enumeration of spanning trees in a pseudofractal scale-free web
• Exploring self-similarity of complex cellular networks: The edge-covering method with simulated annealing and log-periodic sampling
• Epidemic spreading in evolving networks
• Complex Quantum Network Geometries: Evolution and Phase Transitions
• The Social World of Content Abusers in Community Question Answering
• Phase transitions in a network with range dependent connection probability
• Local dominance unveils clusters in networks
• Exact scaling properties of a hierarchical network model
• Bass-SIR model for diffusion of new products
• Dynamics of complex-valued fractional-order neural networks
• Dynamics of opinion formation in a small-world network
• Fundamental statistical features and self-similar properties of tagged networks
• A general geometric growth model for pseudofractal scale-free web
• Epidemic spreading with time delay in complex networks
• Network dynamics of ongoing social relationships
• Optimal Paths in Complex Networks with Correlated Weights: The World-wide Airport Network
• Modelling strong control measures for epidemic propagation with networks -- A COVID-19 case study
• Spectral properties of complex networks
• A new information dimension of complex networks
• Annealed and Mean-Field formulations of Disease Dynamics on Static and Adaptive Networks
• Erosion of synchronization in networks of coupled oscillators
• Dynamics of ranking
• backbone: An R package to extract network backbones
• Competition and adaptation in an Internet evolution model
• Epidemic Threshold of an SIS Model in Dynamic Switching Networks
• Early fragmentation in the adaptive voter model on directed networks
• Machine Learning in Network Centrality Measures: Tutorial and Outlook
• Effect of memory, intolerance and second-order reputation on cooperation
• A statistical inference approach to structural reconstruction of complex networks from binary time series
• Emergence of slow-switching assemblies in structured neuronal networks
• Modeling the structure and evolution of discussion cascades
• Emergence of small-world anatomical networks in self-organizing clustered neuronal cultures
• Distinctiveness Centrality in Social Networks
• Dynamics of Microtubule Growth and Catastrophe
• Ranking users, papers and authors in online scientific communities
• Scaling Laws in Human Language
• Complete trails of co-authorship network evolution
• Trapping in complex networks
• Pattern formation in oscillatory complex networks consisting of excitable nodes
• Significant Impact of Rossby Waves on Air Pollution Detected by Network Analysis
• A meta-analysis of Boolean network models reveals design principles of gene regulatory networks
• Spatial Structure of the Internet Traffic
• Symmetry based Structure Entropy of Complex Networks
• Synchronization transition of heterogeneously coupled oscillators on scale-free networks
• Logarithmic growth dynamics in software networks
• Quantifying the connectivity of a network: The network correlation function method
• The power of choice in network growth
• Exact analytical solution of average path length for Apollonian networks
• Multifractality of complex networks
• Social Structure and Opinion Formation
• Vector Centrality in Hypergraphs
• Homogeneous complex networks
• Interacting spreading processes in multilayer networks
• Immunization of Susceptible-Infected Model on Scale-Free networks
• Dynamic Evolution of Complex Networks: A Reinforcement Learning Approach Applying Evolutionary Games to Community Structure
• The resilience of interdependent transportation networks under targeted attack
• Classification of cryptocurrency coins and tokens by the dynamics of their market capitalisations
• The evolutionary dynamics of protein-protein interaction networks inferred from the reconstruction of ancient networks
• Structural and Functional Discovery in Dynamic Networks with Non-negative Matrix Factorization
• Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning
• Analytic solution of a static scale-free network model
• Human Sexual Contact Network as a Bipartite Graph
• Gradual learning supports cooperation in spatial prisoner's dilemma game
• Loops structure of the Internet at the Autonomous System Level
• Analyses of Some Structural Properties on a Class of Hierarchical Scale-free Networks
• Random walks on the Apollonian network with a single trap
• Community characterization of heterogeneous complex systems
• Perturbation: the Catastrophe Causer in Scale-Free Networks
• The networked seceder model: Group formation in social and economic systems
• Estimating and Sampling Graphs with Multidimensional Random Walks
• Scalability of Network Visualisation from a Cognitive Load Perspective
• Exploiting symmetry in network analysis
• Early life imprints the hierarchy of T cell clone sizes
• Multistep greedy algorithm identifies community structure in real-world and computer-generated networks
• Statistics of Lead Changes in Popularity-Driven Systems
• Detecting Important Nodes to Community Structure Using the Spectrum of the Graph
• Evolution and structure of technological systems - An innovation output network
• Power-law distributions for the areas of the basins of attraction on a potential energy landscape
• Subsampling bootstrap of count features of networks
• The role of clustering and gridlike ordering in epidemic spreading
• HypTrails: A Bayesian Approach for Comparing Hypotheses About Human Trails on the Web
• A Condition for Cooperation in a Game on Complex Networks
• A Yule-Simon process with memory
• A new dominance concept and its application to diversity-stability analysis
• Complex networks theory for analyzing metabolic networks
• Agent Based Models of Language Competition: Macroscopic descriptions and Order-Disorder transitions
• Nonlocal failures in complex supply networks by single link additions
• The cost of attack in competing networks
• Coevolution of synchronization and cooperation in costly networked interactions
• Quantifying the interdisciplinarity of scientific journals and fields
• Scale-free networks with exponent one
• A maximum entropy framework for non-exponential distributions
• Prediction in complex systems: the case of the international trade network
• Link prediction based on path entropy
• Opinion modeling on social media and marketing aspects
• Prosperity is associated with instability in dynamical networks
• Random Recursive Trees and the Elephant Random Walk
• Congestion-gradient driven transport on complex networks
• Inferring network properties from time series using transfer entropy and mutual information: validation of multivariate versus bivariate approaches
• Chimera states in Star Networks
• Sparse repulsive coupling enhances synchronization in complex networks
• Transmission of severe acute respiratory syndrome in dynamical small-world networks
• Multiscale characterization of recurrence-based phase space networks constructed from time series
• Optimal distribution of incentives for public cooperation in heterogeneous interaction environments
• Confidence Sets for the Source of a Diffusion in Regular Trees
• A network-based microfoundation of Granovetter's threshold model for social tipping
• Network Analysis in the Legal Domain: A complex model for European Union legal sources
• Stability of shortest paths in complex networks with random edge weights
• On the Role of Sparsity and DAG Constraints for Learning Linear DAGs
• Non-consensus opinion models on complex networks
• Hierarchical ordering of reticular networks
• Nonequilibrium phase transitions and finite size scaling in weighted scale-free networks
• Reciprocity and the Emergence of Power Laws in Social Networks
• Random Sierpinski network with scale-free small-world and modular structure
• Increased signaling entropy in cancer requires the scale-free property of protein interaction networks
• Testing statistical laws in complex systems
• The role of endogenous and exogenous mechanisms in the formation of R&D networks
• Statistical physics of complex information dynamics
• Coexistence of opposite opinions in a network with communities
• Universality of citation distributions for academic institutions and journals
• Potts model based on a Markov process computation solves the community structure problem effectively
• Evolution of a Modular Software Network
• Statistics of Cycles: How Loopy is your Network?
• GOT: An Optimal Transport framework for Graph comparison
• The Workshop on Internet Topology (WIT) Report
• Suppressing traffic-driven epidemic spreading by edge-removal strategies
• Spectral bandits for smooth graph functions
• Thermodynamics of long-run economic innovation and growth
• Correlations between structure and dynamics in complex networks
• Generation of arbitrarily two-point correlated random networks
• Universally Optimal Noisy Quantum Walks on Complex Networks
• Stochastic Opinion Formation in Scale-Free Networks
• Spectra of random networks with arbitrary degrees
• Diffusion geometry unravels the emergence of functional clusters in collective phenomena
• Synchronization in symmetric bipolar population networks
• Topology regulates pattern formation capacity of binary cellular automata on graphs
• Knowledge-Based Prediction of Network Controllability Robustness
• Uncovering missing links with cold ends
• Totally Homogeneous Networks
• A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning
• Superlinear and sublinear urban scaling in geographical network model of the city
• Hyperbolic Graph Generator
• Small-World Bonds and Patchy Percolation on the Hanoi Network
• Phase Transitions in Cooperative Coinfections: Simulation Results for Networks and Lattices
• Ring structures and mean first passage time in networks
• Large Scale Cross-Correlations in Internet Traffic
• A Spectral Framework for Anomalous Subgraph Detection
• Analyzing complex networks through correlations in centrality measurements
• Traffic dynamics in scale-free networks with limited packet-delivering capacity
• Outer-totalistic cellular automata on graphs
• From social interactions to private environmental behaviours: The case of consumer food waste
• Analysis and Assembling of Network Structure in Mutualistic Systems
• Tree Networks with Causal Structure
• Return times of random walk on generalized random graphs
• Modelling Citation Networks
• Network model of human aging: frailty limits and information measures
• Network Geometry and Complexity
• The coevolution of overconfidence and bluffing in the resource competition game
• Complex Networks
• Emergence of Symmetry in Complex Networks
• Geographical Embedding of Scale-Free Networks
• Adaptive financial networks with static and dynamic thresholds
• A Survey on Theoretical Advances of Community Detection in Networks
• Steady state and mean recurrence time for random walks on stochastic temporal networks
• Scale free networks from a Hamiltonian dynamics
• The Remixing Dilemma: The Trade-off Between Generativity and Originality
• Introduction to Focus Issue: Patterns of Network Synchronization
• Farey Graphs as Models for Complex Networks
• Expectation-Maximizing Network Reconstruction and MostApplicable Network Types Based on Binary Time Series Data
• The Sznajd Consensus Model with Continuous Opinions
• Learning dynamics explains human behavior in Prisoner's Dilemma on networks
• Universities Scale Like Cities
• Role of dimensionality in complex networks: Connection with nonextensive statistics
• Universal fractal scaling of self-organized networks
• Brain architecture: A design for natural computation
• Empirical analysis of the ship-transport network of China
• Collective versus hub activation of epidemic phases on networks
• Diffusion Dynamics and Optimal Coupling in Directed Multiplex Networks
• Centrality measure based on continuous-time quantum walks and experimental realization
• Random Walks on Directed Networks: the Case of PageRank
• Investigating Political Participation and Social Information Using Big Data and a Natural Experiment
• Statistical properties of position-dependent ball-passing networks in football games
• Fractional Dynamics of Network Growth Constrained by aging Node Interactions
• Functional observability and target state estimation in large-scale networks
• Modeling the clustering in citation networks
• Networking - A Statistical Physics Perspective
• Interlocking editorship. A network analysis of the links between economic journals
• Localization Transition of Biased Random Walks on Random Networks
• Nonlocal mechanism for cluster synchronization in neural circuits
• Solving the inverse problem of noise-driven dynamic networks
• Complex Network Construction of Internet Financial risk
• Collectively optimal routing for congested traffic limited by link capacity
• Characterizing the structure of small-world networks
• Large-scale structural organization of social networks
• Effects of diffusion rates on epidemic spreads in metapopulation networks
• A message-passing approach for threshold models of behavior in networks
• A preferential attachment model with random initial degrees
• Epidemic threshold in directed networks
• Nonlinear spread of rumor and inoculation strategies in the nodes with degree dependent tie strength in complex networks
• Enhancing the spectral gap of networks by node removal
• Explaining the Explainers in Graph Neural Networks: a Comparative Study
• An Order-based Algorithm for Minimum Dominating Set with Application in Graph Mining
• The impossibility of low rank representations for triangle-rich complex networks
• Exponential Random Simplicial Complexes
• Degree asymptotics with rates for preferential attachment random graphs
• Congestion diffusion and decongestion strategy in networked traffic
• Scaling of human behavior during portal browsing
• Modeling of Information Diffusion on Social Networks with Applications to WeChat
• Bosonic reaction-diffusion processes on scale-free networks
• Analysis of scale-free networks based on a threshold graph with intrinsic vertex weights
• Quantifying and predicting success in show business
• Complex network view of evolving manifolds
• Itineration of the Internet over Nonequilibrium Stationary States in Tsallis Statistics
• Betweenness centrality of teams in social networks
• The Structure of Online Social Networks Mirror Those in the Offline World
• A critical look at power law modelling of the Internet
• Solvable random walk model with memory and its relations with Markovian models of anomalous diffusion
• Giant Clusters in Random Ad Hoc Networks
• Centrality scaling in large networks
• Programmable Quantum Annealing Architectures with Ising Quantum Wires
• Incremental Deployment of Network Monitors Based on Group Betweenness Centrality
• Government as Network Catalyst: Accelerating Self-Organization in a Strategic Industry
• Spin Glass Phase Transition on Scale-Free Networks
• The Phase Stability Network of all Inorganic Materials
• Distance weighted city growth
• The Internet of People: A human and data-centric paradigm for the Next Generation Internet
• Influence of initial distributions on robust cooperation in evolutionary Prisoner's Dilemma
• Using graph concepts to understand the organization of complex systems
• Multifractal and Network Analysis of Phase Transition
• Artificial Benchmark for Community Detection (ABCD): Fast Random Graph Model with Community Structure
• Statistical Analysis of Bus Networks in India
• Lognormal Infection Times of Online Information Spread
• Community Detection in Complex Networks Using Density-based Clustering Algorithm
• Mining Behavioral Patterns from Millions of Android Users
• Turing pattern theory on homogeneous and heterogeneous higher-order temporal network system
• Quantum statistics in complex networks
• The Self-Organization of Interaction Networks for Nature-Inspired Optimization
• Adaptation and learning of molecular networks as a description of cancer development at the systems-level: Potential use in anti-cancer therapies
• Complex Networks and Symmetry I: A Review
• Dynamics on Complex Networks and Applications
• Brief encounter networks
• Hour-glass magnetic excitations induced by nanoscopic phase separation in cobalt oxides La${}_{2-x}$Sr${}_x$CoO${}_4$
• Self Organized Scale-Free Networks from Merging and Regeneration
• Measuring Road Network Topology Vulnerability by Ricci Curvature
• Topological phase transitions of random networks
• Co-evolutionary dynamics in social networks: A case study of Twitter
• Time Series Analysis via Network Science: Concepts and Algorithms
• An extended formalism for preferential attachment in heterogeneous complex networks
• Sampling from Social Networks with Attributes
• Simulating complex quantum networks with time crystals
• Delay Regulated Explosive Synchronization in Multiplex Networks
• Correlations in Bipartite Collaboration Networks
• L0 Sparse Inverse Covariance Estimation
• Stationary and dynamical properties of a zero range process on scale-free networks
• Spatial patterns of desynchronization bursts in networks
• Weighted Network of Chinese Nature Science Basic Research
• Identifying the role that individual animals play in their social network
• Understanding Flash Crash Contagion and Systemic Risk: A Micro-Macro Agent-Based Approach
• Enhancement of cooperation through conformity-driven reproductive ability
• Current Flow Group Closeness Centrality for Complex Networks
• Random drift versus selection in academic vocabulary: an evolutionary analysis of published keywords
• Fragmentation transitions in a coevolving nonlinear voter model
• Evolving small-world scale-free networks consist of cliques
• Towards realistic artificial benchmark for community detection algorithms evaluation
• Majority-vote model on (3,4,6,4) and (3^4,6) Archimedean lattices
• Distributions for cited articles from individual subjects and years
• Condensation in a zero range process on weighted scale-free networks
• Spatial patterns of close relationships across the lifespan
• Network Quotients: Structural Skeletons of Complex Systems
• Nonlocal evolution of weighted scale-free networks
• The topology of large Open Connectome networks for the human brain
• Random matrix analysis of localization properties of Gene co-expression network
• Modeling Dynamics of Information Networks
• Conformism-driven phases of opinion formation on heterogeneous networks: the q-voter model case
• Comment on: 'Universal Behavior of Load Distribution in Scale-free Networks'
• Hidden Symmetries in Real and Theoretical Networks
• A record-driven growth process
• Mapping Koch curves into scale-free small-world networks
• The effect of bandwidth in scale-free network traffic
• Spectral dimension reduction of complex dynamical networks
• Correlations in connected random graphs
• Degree Distribution in Quantum Walks on Complex Networks
• Transient amplifiers of selection and reducers of fixation for death-Birth updating on graphs
• Three-state majority-vote model on square lattice
• Statistical Analysis of Risk Assessment Factors and Metrics to Evaluate Radicalisation in Twitter
• Stochastic Turing Patterns on a Network
• Counting Triangles in Large Graphs on GPU
• Modeling Structure and Resilience of the Dark Network
• Impact of link deletions on public cooperation in scale-free networks
• Epidemics on Networks: Reducing Disease Transmission Using Health Emergency Declarations and Peer Communication
• Trading interactions for topology in scale-free networks
• Multifractal analysis of complex networks
• Network comparison and the within-ensemble graph distance
• The interplay of microscopic and mesoscopic structure in complex networks
• An Alternative Prior Process for Nonparametric Bayesian Clustering
• Dynamic and Application-Aware Provisioning of Chained Virtual Security Network Functions
• Systematic comparison between methods for the detection of influential spreaders in complex networks
• Fame and Obsolescence: Disentangling growth and ageing dynamics of patent citations
• Stability threshold approach for complex dynamical systems
• Phase transition in the recoverability of network history
• Non-identical multiplexing promotes chimera states
• Matching-centrality decomposition and the forecasting of new links in networks
• Evaluation of Logistic Regression Applied to Respondent-Driven Samples: Simulated and Real Data
• Choreography In Inter-Organizational Innovation Networks
• Communication and optimal hierarchical networks
• The Spread of Opinions and Proportional Voting
• Random field Ising model and community structure in complex networks
• The effect of scale-free topology on the robustness and evolvability of genetic regulatory networks
• Structure and Overlaps of Communities in Networks
• Counting spanning trees in a small-world Farey graph
• Trapping in scale-free networks with hierarchical organization of modularity
• Sparse random graphs with clustering
• Effects of heterogeneous social interactions on flocking dynamics
• Consensus formation on a triad scale-free network
• Complex Quantum Networks: a Topical Review
• Does the brain behave like a (complex) network? I. Dynamics
• A statistical mechanics approach for scale-free networks and finite-scale networks
• Spreading dynamics on networks: the role of burstiness, topology and non-stationarity
• Intrinsic degree-correlations in static model of scale-free networks
• The spread of gossip in American schools
• Lying on networks: The role of structure and topology in promoting honesty
• Network science: a review focused on tourism
• A Preferential Attachment Paradox: How Preferential Attachment Combines with Growth to Produce Networks with Log-normal In-degree Distributions
• Do scientists trace hot topics?
• Distinct scalings for mean first-passage time of random walks on scale-free networks with the same degree sequence
• Inter-layer adaptation induced explosive synchronization in multiplex networks
• Temporal Series Analysis Approach to Spectra of Complex Networks
• Natural emergence of clusters and bursts in network evolution
• Finite data-size scaling of clustering in earthquake networks
• Review on Learning and Extracting Graph Features for Link Prediction
• Homophily and missing links in citation networks
• Multidimensional Consensus model on a Barabasi-Albert network
• Frequency of occurrence of numbers in the World Wide Web
• Large-deviation properties of the largest biconnected component for random graphs
• Controlling synchronous patterns in complex networks
• Network growth models and genetic regulatory networks
• Transition to amplitude death in scale-free networks
• GLEE: Geometric Laplacian Eigenmap Embedding
• An Analysis of Centrality Measures for Complex and Social Networks
• Infection Spreading and Source Identification: A Hide and Seek Game
• Robustness of power systems under a democratic fiber bundle-like model
• Achlioptas processes are not always self-averaging
• Complex systems approach to natural language
• Understanding the internet topology evolution dynamics
• Explosive synchronization transitions in complex neural network
• How to enhance the dynamic range of excitatory-inhibitory excitable networks
• Community structure of copper supply networks in the prehistoric Balkans: An independent evaluation of the archaeological record from the 7th to the 4th millennium BC
• The urban economy as a scale-free network
• Multifractal analysis of weighted networks by a modified sandbox algorithm
• Efficient algorithm to compute mutually connected components in interdependent networks
• Degree Correlation in Scale-Free Graphs
• Systematic evaluation of a new combinatorial curvature for complex networks
• Social Interactions in Large Networks: A Game Theoretic Approach
• Evolution of Social-Attribute Networks: Measurements, Modeling, and Implications using Google+
• Testing Network Structure Using Relations Between Small Subgraph Probabilities
• Weighted and unweighted network of amino acids within protein
• Ising model on two connected Barabasi-Albert networks
• Submodular Inference of Diffusion Networks from Multiple Trees
• Bounding network spectra for network design
• Limited path percolation in complex networks
• Empirical nonextensive laws for the county distribution of total personal income and gross domestic product
• Cognitive cascades: How to model (and potentially counter) the spread of fake news
• Controllability and maximum matchings of complex networks
• Scaling in Small-World Resistor Networks
• How does degree heterogeneity affect an order-disorder transition?
• Dense Power-law Networks and Simplicial Complexes
• Random acyclic networks
• Unified model for network dynamics exhibiting nonextensive statistics
• Testing for Global Network Structure Using Small Subgraph Statistics
• Mesoscopic analysis of online social networks - The role of negative ties
• A dynamical network model for age-related health deficits and mortality
• Aging and scaling of aftershocks
• Software systems through complex networks science: Review, analysis and applications
• Crossovers in ScaleFree Networks on Geographical Space
• Local versus Global Knowledge in the Barabasi-Albert scale-free network model
• Message-Passing Neural Networks Learn Little's Law
• Information Dynamics in Evolving Networks Based on the Birth-Death Process: Random Drift and Natural Selection Perspective
• Discrete Ricci curvatures for directed networks
• Border Detection in Complex Networks
• Robustness of Noisy Quantum Networks
• Topological Structure of Urban Street Networks from the Perspective of Degree Correlations
• On the Influence of Informed Agents on Learning and Adaptation over Networks
• Thermodynamic characterization of networks using graph polynomials
• Topology of the energy landscape of sheared amorphous solids and the irreversibility transition
• Cascading failures in spatially-embedded random networks
• Effects of network topology on wealth distributions
• A general model for collaboration networks
• An analysis of a large dataset on immigrant integration in Spain. The Statistical Mechanics perspective on Social Action
• Dynamical organization towards consensus in the Axelrod model on complex networks
• Spreading dynamics on small-world networks with connectivity fluctuations and correlations
• Load distribution in weighted complex networks
• On Counteracting Byzantine Attacks in Network Coded Peer-to-Peer Networks
• On the number of circuits in random graphs
• Exactly solvable scale-free network model
• A gentle introduction to the minimal Naming Game
• Hypergraphx: a library for higher-order network analysis
• A testing based extraction algorithm for identifying significant communities in networks
• Tailored graph ensembles as proxies or null models for real networks I: tools for quantifying structure
• Dynamic learning of synchronization in coupled nonlinear systems
• Scaling laws and universality in the choice of election candidates
• How weaponizing disinformation can bring down a city's power grid
• The Spread of Infectious Disease with Household-Structure on the Complex Networks
• Assortative mixing enhances the irreversible nature of explosive synchronization in growing scale-free networks
• Better Synchronizability Predicted by Crossed Double Cycle
• Rigidity and flexibility of biological networks
• Scaling and Universality in City Space Syntax: between Zipf and Matthew
• Analysis of Nonlinear Synchronization Dynamics of Oscillator Networks by Laplacian Spectral Methods
• Response time of internauts
• Network Strategies in Election Campaigns
• Explosion in weighted Hyperbolic Random Graphs and Geometric Inhomogeneous Random Graphs
• Growing network model for community with group structure
• Transition to synchrony in degree-frequency correlated Sakaguchi-Kuramoto model
• Random Rectangular Graphs
• Neural Ordinary Differential Equation Control of Dynamics on Graphs
• International trade network: fractal properties and globalization puzzle
• The Bak-Sneppen Model on Scale-Free Networks
• Clique of functional hubs orchestrates population bursts in developmentally regulated neural networks
• Transport on weighted Networks: when correlations are independent of degree
• Self-organized Boolean game on networks
• Predicting Node Degree Centrality with the Node Prominence Profile
• The Fluid Mechanics of Liquid Democracy
• Degree Relations of Triangles in Real-world Networks and Models
• Random walks in modular scale-free networks with multiple traps
• Localizations on Complex Networks
• Multilevel Hierarchical Kernel Spectral Clustering for Real-Life Large Scale Complex Networks
• Topological properties and fractal analysis of recurrence network constructed from fractional Brownian motions
• Preferential attachment in growing spatial networks
• A Unified Framework for the Pareto Law and Matthew Effect using Scale-Free Networks
• Fractal scale-free networks resistant to disease spread
• Threshold learning dynamics in social networks
• Random Multi-Hopper Model. Super-Fast Random Walks on Graphs
• Integer Networks
• How to become a superhero
• Average distance in a hierarchical scale-free network: an exact solution
• The critical point of k-clique percolation in the Erdos-Renyi graph
• Better synchronizability predicted by a new coupling method
• Growing Scale-free Small-world Networks with Tunable Assortative Coefficient
• Special Attention Network
• Critical paths in a metapopulation model of H1N1: Efficiently delaying influenza spreading through flight cancellation
• Accelerating, hyper-accelerating, and decelerating probabilistic networks
• Promoting cold-start items in recommender systems
• Chinese Internet AS-level Topology
• Olami-Feder-Christensen Model on different Networks
• Chimera-like behavior in a heterogeneous Kuramoto model: the interplay between the attractive and repulsive coupling
• Counting spanning trees in self-similar networks by evaluating determinants
• Structural preferential attachment: Network organization beyond the link
• An Analysis of Anonymity in the Bitcoin System
• Inequality and Inequity in Network-based Ranking and Recommendation Algorithms
• Social Judgment Theory Based Model On Opinion Formation, Polarization And Evolution
• Innovation networks
• Anti-rumor dynamics and emergence of the timing threshold on complex network
• Topological-collaborative approach for disambiguating authors' names in collaborative networks
• Strong ties promote the epidemic prevalence in susceptible-infected-susceptible spreading dynamics
• Learning Laplacian Matrix in Smooth Graph Signal Representations
• A universal data based method for reconstructing complex networks with binary-state dynamics
• A cost-effective rumor-containing strategy
• Soft communities in similarity space
• The semilinear heat equation on sparse random graphs
• Impact of Heterogeneous Human Activities on Epidemic Spreading
• A likelihood-based framework for the analysis of discussion threads
• Unraveling the dynamics of growth, aging and inflation for citations to scientific articles from specific research fields
• Null models for network data
• Distance Measures for Dynamic Citation Networks
• Spatially distributed social complex networks
• On a preferential attachment and generalized Pólya's urn model
• Past production constrains current energy demands: persistent scaling in global energy consumption and implications for climate change mitigation
• Uncovering Randomness and Success in Society
• Addition-Deletion Networks
• How to learn a graph from smooth signals
• Separators and Adjustment Sets in Causal Graphs: Complete Criteria and an Algorithmic Framework
• The topology of the directed clique complex as a network invariant
• Immunization Dynamics on a 2-layer Network Model
• Zipf's law and log-normal distributions in measures of scientific output across fields and institutions: 40 years of Slovenia's research as an example
• Quantum Strategies Win in a Defector-Dominated Population
• Impacts of preference and geography on epidemic spreading
• Game-theoretical approach for opinion dynamics on social networks
• Corporate competition: A self-organized network
• Estimation of global network statistics from incomplete data
• Smallest small-world network
• Analytic solution of attractor neural networks on scale-free graphs
• The synchronizability of highly clustered scale-free networks
• Comment on ``Scientific collaboration networks. II. Shortest paths, weighted networks, and centrality"
• Heavy-tailed configuration models at criticality
• Growing Multiplex Networks with Arbitrary Number of Layers
• Re-inventing Willis
• The combined effect of connectivity and dependency links on percolation of networks
• A comprehensive weighted evolving network model
• Online Social Network Analysis: A Survey of Research Applications in Computer Science
• The Rise and Fall of R&D Networks
• Public transportation in UK viewed as a complex network
• Hyperbolicity Measures "Democracy" in Real-World Networks
• Ising model on the Apollonian network with node dependent interactions
• Laplacian paths in complex networks: information core emerges from entropic transitions
• Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters
• Regional and Sectoral Structures and Their Dynamics of Chinese Economy: A Network Perspective from Multi-Regional Input-Output Tables
• Geographical networks evolving with optimal policy
• Finding shared decisions in stakeholder networks: an agent-based approach
• A loop enhancement strategy for network robustness
• SkyServer Traffic Report - The First Five Years
• Unraveling the effects of multiscale network entanglement on disintegration of empirical systems
• Spectral plots and the representation and interpretation of biological data
• Can scale-freeness offset delayed signal detection in neuronal networks?
• Improving VANET Protocols via Network Science
• Spontaneous ordering against an external field in nonequilibrium systems
• Avoiding the bullies: The resilience of cooperation among unequals
• Emergence of scale-free blackout sizes in power grids
• The contact network of patients in a regional healthcare system
• Evolution of the digital society reveals balance between viral and mass media influence
• The Aging Effect in Evolving Scientific Citation Networks
• Diversity-induced resonance in a model for opinion formation
• Triple point induced by targeted autonomization on interdependent scale free networks
• Complex Network Modelling with Power-law Activating Patterns and Its Evolutionary Dynamics
• Mean first-passage time for maximal-entropy random walks in complex networks
• Zero temperature Glauber dynamics on complex networks
• Social Diversity Reduces the Complexity and Cost of Fostering Fairness
• On Graph Deltas for Historical Queries
• On the low dimensional dynamics of structured random networks
• Degree-dependent intervertex separation in complex networks
• Bayesian Inference of Spreading Processes on Networks
• An efficient strategy to suppress epidemic explosion in heterogeneous metapopulation networks
• An Empirical Study of the Relation Between Community Structure and Transitivity
• Finding network communities using modularity density
• Loss of sustainability in scientific work
• Network Inference from TraceRoute Measurements: Internet Topology `Species'
• Complex networks embedded in space: Dimension and scaling relations between mass, topological distance and Euclidean distance
• Process Flow Diagram of an Ammonia Plant as a Complex Network
• Scaling of Energy Dissipation in Nonequilibrium Reaction Networks
• Topological features of proteins from amino acid residue networks
• Distributing circuits over heterogeneous, modular quantum computing network architectures
• Neighborhood properties of complex networks
• Graphite: Iterative Generative Modeling of Graphs
• Preferential Exchange: Strengthening Connections in Complex Networks
• Tsallis information dimension of complex networks
• Noise-induced Synchronization in Small World Network of Phase Oscillators
• Protein Evolution within a Structural Space
• Spectral properties and the accuracy of mean-field approaches for epidemics on correlated networks
• Trend prediction in temporal bipartite networks: the case of Movielens, Netflix, and Digg
• Text mixing shapes the anatomy of rank-frequency distributions: A modern Zipfian mechanics for natural language
• Characterizing scientific production and consumption in Physics
• Underestimated cost of targeted attacks on complex networks
• Quantum Gravity as an Information Network: Self-Organization of a 4D Universe
• The linear noise approximation for reaction-diffusion systems on networks
• Six Susceptible-Infected-Susceptible Models on Scale-free Networks
• Steady-State Dynamics of the Forest Fire Model on Complex Networks
• Patterns in the English Language: Phonological Networks, Percolation and Assembly Models
• Optimal Change Point Detection and Localization in Sparse Dynamic Networks
• Dynamic Transitions in Small World Networks: Approach to Equilibrium
• Cooperation in regular lattices
• Optimal and suboptimal networks for efficient navigation measured by mean-first passage time of random walks
• A Complex-Network Perspective on Alexander's Wholeness
• Pattern Formation on Networks with Reactions: A Continuous Time Random Walk Approach
• Reconstructing networks
• Complex networks with complex weights
• Survivability of a metapopulation under local extinctions
• Graph Estimation From Multi-attribute Data
• Quantum Prisoner's Dilemma game on hypergraph networks
• Determining factors behind the PageRank log-log plot
• Homological percolation transitions in growing simplicial complexes
• Exploring complex networks via topological embedding on surfaces
• Network assisted analysis to reveal the genetic basis of autism
• Mapping from Architecture to Dynamics: A Unified View of Dynamical Processes on Networks
• Predicting epidemic outbreak from individual features of the spreaders
• Bridge Bounding: A Local Approach for Efficient Community Discovery in Complex Networks
• Synaptic dynamics in complex self-assembled nanoparticle networks
• Probability Models for Degree Distributions of Protein Interaction Networks
• The Complex Hierarchical Topology of EEG Functional Connectivity
• A steady state model for graph power laws
• Topological Data Analysis for Multivariate Time Series Data
• IMDB network revisited: unveiling fractal and modular properties from a typical small-world network
• Enhancing transport properties in interconnected systems without altering their structure
• Controlling epidemics through optimal allocation of test kits and vaccine doses across networks
• Heterogeneity in evolutionary games: an analysis of the risk perception
• Complex Quantum Network Manifolds in Dimension $d>2$ are Scale-Free
• Facilitators on networks reveal the optimal interplay between information exchange and reciprocity
• Random matrix analysis of network Laplacians
• Accuracy of a one-dimensional reduction of dynamical systems on networks
• Localization properties of a tight-binding electronic model on the Apollonian network
• Efficient algorithm to study interconnected networks
• Correlations of record events as a test for heavy-tailed distributions
• Picking up the Pieces: Self-Healing in Reconfigurable Networks
• Metastability and anomalous fixation in evolutionary games on scale-free networks
• Role of fractal dimension in random walks on scale-free networks
• Influence of reciprocal arcs on the degree distribution and degree correlations
• Rank Determination in Tensor Factor Model
• Information transport in multiplex networks
• Strategy of Competition between Two Groups based on a Contrarian Opinion Model
• Mean first-passage time for random walks in general graphs with a deep trap
• Weighted Scale-free Networks in Euclidean Space Using Local Selection Rule
• Nation-State Routing: Censorship, Wiretapping, and BGP
• Emerging behavior in electronic bidding
• Knowledge Representation Issues in Semantic Graphs for Relationship Detection
• Lagrangian betweenness as a measure of bottlenecks in dynamical systems with oceanographic examples
• Clustering Phase Transitions and Hysteresis: Pitfalls in Constructing Network Ensembles
• Approximating Network Centrality Measures Using Node Embedding and Machine Learning
• Positive and negative effects of social impact on evolutionary vaccination game in networks
• Evolutionary Games on Isothermal Graphs
• Quantifying efficient information exchange in real network flows
• Extremal-point Densities of Interface Fluctuations
• Competitive market for multiple firms and economic crisis
• Supersymmetric multiplex networks described by coupled Bose and Fermi statistics
• Multifractal scaling analyses of urban street network structure: the cases of twelve megacities in China
• Critical behavior of the contact process in annealed scale-free networks
• Optimization in Networks
• Unidirectional Random Growth with Resetting
• Walks on weighted networks
• Dimensionality of social networks using motifs and eigenvalues
• Walks on Apollonian networks
• Modelling nonlinear dynamics of interacting tipping elements on complex networks: the PyCascades package
• Interplay between consensus and coherence in a model of interacting opinions
• Evolution of ethnocentrism on undirected and directed Barabási-Albert networks
• Robustness of Network Measures to Link Errors
• Homophily as a Process Generating Social Networks: Insights from Social Distance Attachment Model
• Critical phase in non-conserving zero-range processes and equilibrium networks
• Uncovering the topology of configuration space networks
• The zero-patient problem with noisy observations
• Community Evolution of Social Network: Feature, Algorithm and Model
• A class of models for random hypergraphs
• Effective dimensions and percolation in hierarchically structured scale-free networks
• Optimal control of aging in complex networks
• Multiplexity versus correlation: the role of local constraints in real multiplexes
• Criticality on networks with topology-dependent interactions
• Determination of the scale of coarse graining in earthquake network
• A commuting network model: going to the bulk
• Growing Trees in Internet News Groups and Forums
• Explosive transitions induced by interdependent contagion-consensus dynamics in multiplex networks
• Degree correlations in signed social networks
• The bridges to consensus: Network effects in a bounded confidence opinion dynamics model
• Neural graph embeddings as explicit low-rank matrix factorization for link prediction
• A directed network model for World-Wide Web
• Scale-free networks as preasymptotic regimes of superlinear preferential attachment
• Clustering properties of a generalised critical Euclidean network
• Enhancing the robustness of scale-free networks
• Bifurcations in models of a society of reasonable contrarians and conformists
• Edge-based sequential graph generation with recurrent neural networks
• Ranking influential nodes in networks from partial information
• Subgraph Ensembles and Motif Discovery Using a New Heuristic for Graph Isomorphism
• Percolation on feature-enriched interconnected systems
• Effect of node deleting on network structure
• The evolutionary game of pressure (or interference), resistance and collaboration
• Human and social capital strategies for Mafia network disruption
• Complex network analysis of literary and scientific texts
• The Structure and Growth of Weighted Networks
• SybilFence: Improving Social-Graph-Based Sybil Defenses with User Negative Feedback
• Systematic identification of statistically significant network measures
• Critical mass effect in evolutionary games triggered by zealots
• Life, Death and Preferential Attachment
• Symbolic regression of generative network models
• Optimal synchronization of Kuramoto oscillators: a dimensional reduction approach
• Robustness and modular structure in networks
• Epidemic spreading in lattice-embedded scale-free networks
• Node Injection Attacks on Graphs via Reinforcement Learning
• Effect of edge removal on topological and functional robustness of complex networks
• Beyond pairwise strategy updating in the prisoner's dilemma game
• Upstream reciprocity in heterogeneous networks
• Structure controllability of complex network based on preferential matching
• Scale-Free Structure Emerging from Co-Evolution of a Network and the Concentration of Diffusive Resources on It
• Scaling Invariance in Spectra of Complex Networks: A Diffusion Factorial Moment Approach
• Choosing among alternative histories of a tree
• Competing opinions and stubbornness: connecting models to data
• Emergence of dynamic properties in network hyper-motifs
• Preferencial growth: exact solution of the time dependent distributions
• Self-avoiding walks and connective constants in small-world networks
• Network Automata: Coupling structure and function in real-world networks
• Small-world behavior in a system of mobile elements
• The Network of Scientific Collaborations within the European Framework Programme
• Triangular clustering in document networks
• Resumption of dynamism in damaged networks of coupled oscillators
• Spreading dynamics on spatially constrained complex brain networks
• Local-world evolving networks with tunable clustering
• Traffic-driven epidemic spreading in correlated networks
• Correlations in random Apollonian network
• Edwards thermodynamics of the jamming transition for frictionless packings: ergodicity test and role of angoricity and compactivity
• Universal underpinning of human mobility in the real world and cyberspace
• Solar Flares Complex Networks
• Anomalous behavior of trapping on a fractal scale-free network
• Developmental time windows for spatial growth generate multiple-cluster small-world networks
• Estimating heterogeneous graphical models for discrete data with an application to roll call voting
• Effects of local population structure in a reaction-diffusion model of a contact process on metapopulation networks
• Identifying vital nodes by Achlioptas process
• The phase diagram and critical behavior of the three-state majority-vote model
• Stochastic cycle selection in active flow networks
• Complex networks created by aggregation
• Network-based statistical comparison of citation topology of bibliographic databases
• Growing Cayley trees described by Fermi distribution
• Network Behavior in Thin Film Growth Dynamics
• Excitable Scale Free Networks
• A unified model for Sierpinski networks with scale-free scaling and small-world effect
• Chaos synchronization in networks of coupled maps with time-varying topologies
• An SIS epidemic model with vaccination in a dynamical contact network of mobile individuals with heterogeneous spatial constraints
• Phase transitions in social networks
• Spectral analysis and slow spreading dynamics on complex networks
• A coevolving model based on preferential triadic closure for social media networks
• Spectral transitions in networks
• Majority-vote model on triangular, honeycomb and Kagome lattices
• Analytical reasoning task reveals limits of social learning in networks
• Statistical Self-Similar Properties of Complex Networks
• Synergistic interactions promote behavior spreading and alter phase transition on multiplex networks
• Spectral Properties of Directed Random Networks with Modular Structure
• A simple, distance-dependent formulation of the Watts-Strogatz model for directed and undirected small-world networks
• Two Decades of Network Science as seen through the co-authorship network of network scientists
• Generating hierarchial scale free graphs from fractals
• Why are there six degrees of separation in a social network?
• A network-based threshold model for the spreading of fads in society and markets
• The Impact Of Noise And Topology On Opinion Dynamics In Social Networks
• Quantum communication capacity transition of complex quantum networks
• The age-dependent random connection model
• Cluster synchronization in complex network of coupled chaotic circuits: an experimental study
• Topologies and Laplacian spectra of a deterministic uniform recursive tree
• The Scaling Relationship between Citation-Based Performance and Scientific Collaboration in Natural Sciences
• Accelerated growth in outgoing links in evolving networks: deterministic vs. stochastic picture
• An algorithm for counting circuits: application to real-world and random graphs
• Herding model and 1/f noise
• Statistical significance of rich-club phenomena in complex networks
• The inherent community structure of hyperbolic networks
• Component Evolution in General Random Intersection Graphs
• Coarse Graining for Synchronization in Directed Networks
• Two classes of bipartite networks: nested biological and social systems
• Transmitting a signal by amplitude modulation in a chaotic network
• Renormalization flows in complex networks
• Higher order assortativity in complex networks
• On the topologic structure of economic complex networks: Empirical evidence from large scale payment network of Estonia
• Synchrony-optimized networks of Kuramoto oscillators with inertia
• Least Squares Ranking on Graphs
• Playing against the fittest: A simple strategy that promotes the emergence of cooperation
• Mixing navigation on networks
• Clique counting in MapReduce: theory and experiments
• Optimization of the post-crisis recovery plans in scale-free networks
• Multifractal properties of growing networks
• Switcher-random-walks: a cognitive-inspired mechanism for network exploration
• A Visibility Graph Averaging Aggregation Operator
• Phase Changes in the Evolution of the IPv4 and IPv6 AS-Level Internet Topologies
• The development of generalized synchronization on complex networks
• The Birth-Death-Mutation process: a new paradigm for fat tailed distributions
• The mathematics of asymptotic stability in the Kuramoto model
• A Parallel Space Saving Algorithm For Frequent Items and the Hurwitz zeta distribution
• Self-Assembly of Information in Networks
• Unanimity Rule on networks
• Synchronization Landscapes in Small-World-Connected Computer Networks
• Inference of High-dimensional Autoregressive Generalized Linear Models
• Network Formation Games with Heterogeneous Players and the Internet Structure
• Heterogeneity of link weight and the evolution of cooperation
• Towards A Novel Unified Framework for Developing Formal, Network and Validated Agent-Based Simulation Models of Complex Adaptive Systems
• Phase transition and hysteresis in scale-free network traffic
• Network Reliability: The effect of local network structure on diffusive processes
• Hopping in the crowd to unveil network topology
• Transportation dynamics on coupled networks with limited bandwidth
• Quantum and classical diffusion in small-world networks
• Spectral statistics of random geometric graphs
• Generalized gamma approximation with rates for urns, walks and trees
• Analysing Scientific Mobility and Collaboration in the Middle East and North Africa
• Spatial Topology and its Structural Analysis based on the Concept of Simplicial Complex
• Network Coordination and Synchronization in a Noisy Environment with Time Delays
• General expression for the component size distribution in infinite configuration networks
• Constructing Limited Scale-Free Topologies Over Peer-to-Peer Networks
• Effect of degree correlations on the loop structure of scale-free networks
• Fashion, Cooperation, and Social Interactions
• Diverse strategic identities induce dynamical states in evolutionary games
• Multiplexing induced explosive synchronization in Kuramoto oscillators with inertia
• Dynamics of the threshold model on hypergraphs
• Coordinated and Uncoordinated Optimization of Networks
• Kinetic Transition Networks for the Thomson Problem and Smale's 7th Problem
• Exploiting the Structure of Bipartite Graphs for Algebraic and Spectral Graph Theory Applications
• Crossover phenomena of percolation transition in evolution networks with hybrid attachment
• Universal driving structure of self-sustained oscillatory complex networks
• Robust analysis of preferential attachment models with fitness
• Why Topology Matters in Predicting Human Activities
• Edge exchangeable models for network data
• Complex networks with tuneable dimensions as a universality playground
• Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization
• Revealing and exploiting hierarchical material structure through complex atomic networks
• Clusters and the entropy in opinion dynamics on complex networks
• Extreme events in a complex network: interplay between degree distribution and repulsive interaction
• Spectral analysis of deformed random networks
• Fast Incremental and Personalized PageRank
• Brand effect versus competitiveness in hypernetworks
• The distribution of shortest path lengths in a class of node duplication network models
• Network Risk and Forecasting Power in Phase-Flipping Dynamical Networks
• Suppressing traffic-driven epidemic spreading by adaptive routing strategy
• Distribution of shortest cycle lengths in random networks
• Searching for small-world and scale-free behaviour in long-term historical data of a real-world power grid
• Growing Scale-free Networks by a Mediation-Driven Attachment Rule
• Extracting tag hierarchies
• Pair approximation for the $q$-voter model with independence on multiplex networks
• Evolving networks by merging cliques
• The nature and nurture of network evolution
• Percolation on random networks with arbitrary k-core structure
• Random walks on complex networks under node-dependent stochastic resetting
• Network model of human language
• Fluctuation-dissipation relations for complex networks
• Deterministic hierarchical networks
• U.S. stock market interaction network as learned by the Boltzmann Machine
• Spectral distances on graphs
• Suppressing traffic-driven epidemic spreading by use of the efficient routing protocol
• Heterogeneity in connectivity of habitat networks saves stable coexistence of competing species
• Understanding Information Spreading in Social Media during Hurricane Sandy: User Activity and Network Properties
• Distributed Parameter Estimation via Pseudo-likelihood
• Fluctuation of Dynamical Robustness in a Networked Oscillators System
• Robustness of football passing networks against continuous node and link removals
• Impact of degree heterogeneity on the behavior of trapping in Koch networks
• A Laplacian Approach to Stubborn Agents and their Role in Opinion Formation on Influence Networks
• Machine learning identifies scale-free properties in disordered materials
• Zipf's law in city size from a resource utilization model
• Handbook of Network Analysis [KONECT -- the Koblenz Network Collection]
• Lexical Sorting Centrality to Distinguish Spreading Abilities of Nodes in Complex Networks under the Susceptible-Infectious-Recovered (SIR) Model
• Numerical evaluation of the upper critical dimension of percolation in scale-free networks
• A Heavenly Example of Scale Free Networks and Self-Organized Criticality
• Universal Components of Real-world Diffusion Dynamics based on Point Processes
• Robustness of cooperation on scale-free networks under continuous topological change
• Centrality metrics and localization in core-periphery networks
• Demarcating Geographic Regions using Community Detection in Commuting Networks with Significant Self-Loops
• Estimating the sensitivity of centrality measures w.r.t. measurement errors
• SIS Epidemic Spreading with Correlated Heterogeneous Infection Rates
• Complex Network Properties of Chinese Natural Science Basic Research
• Invasion of cooperation in scale-free networks: Accumulated vs. average payoffs
• Slow dynamics and rare-region effects in the contact process on weighted tree networks
• Epidemic thresholds on scale-free graphs: the interplay between exponent and preferential choice
• Emergence of a non-scaling degree distribution in bipartite networks: a numerical and analytical study
• Sequential Defense Against Random and Intentional Attacks in Complex Networks
• Beyond the average: Detecting global singular nodes from local features in complex networks
• Discriminating abilities of threshold-free evaluation metrics in link prediction
• Innovation flow through social networks: Productivity distribution
• Degree Distribution, Rank-size Distribution, and Leadership Persistence in Mediation-Driven Attachment Networks
• Models of on-line social networks
• Efficient target control of complex networks based on preferential matching
• Empirical study on clique-degree distribution of networks
• Ising model in clustered scale-free networks
• Emergence of skew distributions in controlled growth processes
• A statistical model for brain networks inferred from large-scale electrophysiological signals
• Towards a Realistic Model for Failure Propagation in Interdependent Networks
• New Benchmarks for Learning on Non-Homophilous Graphs
• Reconstructing directed and weighted topologies of phase-locked oscillator networks
• Some asymptotic properties of duplication graphs
• Rumor propagation with heterogeneous transmission in social networks
• Fixed Point Properties of the Ising Ferromagnet on the Hanoi Networks
• The robustness of interdependent networks under the interplay between cascading failures and virus propagation
• Influence of network topology on cooperative problem-solving systems
• On the evaluation potential of quality functions in community detection for different contexts
• A developmental approach for training deep belief networks
• Measuring degree-degree association in networks
• Jamming transition in traffic flow under the priority queuing protocol
• Adapting Stochastic Block Models to Power-Law Degree Distributions
• Mapping systemic risk: critical degree and failures distribution in financial networks
• Influence of opinion dynamics on the evolution of games
• Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space
• Opinion polarisation in social networks
• Organization of complex networks without multiple connections
• Power Grid Network Evolutions for Local Energy Trading
• Scale-free network topology and multifractality in weighted planar stochastic lattice
• Synchronization over $Z_2$ and community detection in multiplex signed networks with constraints
• The evolution of navigable small-world networks
• An empirical study of spatial and transpatial social networks using Bluetooth and Facebook
• Superfamily classification of nonstationary time series based on DFA scaling exponents
• Correlations in Scale-Free Networks: Tomography and Percolation
• Stay with Your Community: Bridges between Clusters Trigger Expansion of COVID-19
• Fragmentation with a Steady Source
• A new measure for community structures through indirect social connections
• A Master Equation for Power Laws
• Generating-function approach for bond percolations in hierarchical networks
• A consensus opinion model based on the evolutionary game
• Multistage Random Growing Small-World Networks with Power-law degree Distribution
• Two complementary representations of a scale-free network
• Cascading collapse of online social networks
• Bias in generation of random graphs
• Dynamics and Processing in Finite Self-Similar Networks
• Latent Bayesian melding for integrating individual and population models
• Competition for Popularity in Bipartite Networks
• SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks
• Optimal Channel Efficiency in a Sensory Network
• Scale-free behavior of networks with the copresence of preferential and uniform attachment rules
• Explosive synchronization and chimera in interpinned multilayer networks
• What exactly are the properties of scale-free and other networks?
• Spectral Clustering for Multiple Sparse Networks: I
• Different thresholds of bond percolation in scale-free networks with identical degree sequence
• How to Build Your Network? A Structural Analysis
• Random walks on complex networks under time-dependent stochastic resetting
• Socioeconomic Networks with Long-Range Interactions
• A simple model for self organization of bipartite networks
• Deep Learning-Based Average Consensus
• gIM: GPU Accelerated RIS-based Influence Maximization Algorithm
• Geometric origin of scaling in large traffic networks
• Public Goods Games on Adaptive Coevolutionary Networks
• Identifying overlapping communities in social networks using multi-scale local information expansion
• What graph neural networks cannot learn: depth vs width
• Coagulation--fragmentation duality, Poisson--Dirichlet distributions and random recursive trees
• Recursive weighted treelike networks
• Prisoner's Dilemma cellular automata revisited: evolution of cooperation under environmental pressure
• On a minimum distance procedure for threshold selection in tail analysis
• Measuring Fundamental Properties of Real-World Complex Networks
• Diffusion geometry of multiplex and interdependent systems
• Spontaneous Self-Assembly of Transcription Factor Based Gene Regulation Networks
• Modular networks with hierarchical organization: The dynamical implications of complex structure
• Growing networks with preferential addition and deletion of edges
• Group detection in complex networks: An algorithm and comparison of the state of the art
• The Fractional Preferential Attachment Scale-Free Network Model
• Scale-Invariant Random Spatial Networks
• Generating random networks with given degree-degree correlations and degree-dependent clustering
• Resistance and Resistance Fluctuations in Random Resistor Networks Under Biased Percolation
• A Generalized Configuration Model with Degree Correlations and Its Percolation Analysis
• Effects of accelerating growth on the evolution of weighted complex networks
• Structure of n-clique networks embedded in a complex network
• Topological basis of signal integration in the transcriptional-regulatory network of the yeast, Saccharomyces cerevisiae
• Average Distance in a General Class of Scale-Free Networks with Underlying Geometry
• Synchronization centrality and explosive synchronization in complex networks
• Coevolving complex networks in the model of social interactions
• Condensation transitions in a model for a directed network with weighted links
• Variational Bayes model averaging for graphon functions and motif frequencies inference in W-graph models
• Origin and implications of zero degeneracy in networks spectra
• Persistent homology of unweighted complex networks via discrete Morse theory
• A preferential attachment model with Poisson growth for scale-free networks
• Emergence of Global Preferential Attachment From Local Interaction
• Concentric Characterization and Classification of Complex Network Nodes: Theory and Application to Institutional Collaboration
• Growing networks under geographical constraints
• Explosive synchronization in interlayer phase-shifted Kuramoto oscillators on multiplex networks
• Chain motifs: The tails and handles of complex networks
• Neighborhood Information-based Probabilistic Algorithm for Network Disintegration
• Renormalization group for evolving networks
• A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation
• Dynamical robustness of network of oscillators
• Periodic Neural Activity Induced by Network Complexity
• A Latent Social Approach to YouTube Popularity Prediction
• Dynamics to equilibrium in Network Games: individual behavior and global response
• Topological phase transition in a network model with preferential attachment and node removal
• The Metabolism and Growth of Web Forums
• Dynamical Immunization Strategy for Seasonal Epidemics
• Measles-induced immune amnesia and its effects in concurrent epidemics
• What are the Best Hierarchical Descriptors for Complex Networks?
• Cumulative Merging Percolation and the epidemic transition of the Susceptible-Infected-Susceptible model in networks
• Domination number and minimum dominating sets in pseudofractal scale-free web and Sierpiński graph
• DAGGER: A Scalable Index for Reachability Queries in Large Dynamic Graphs
• The structure of coevolving infection networks
• The energy landscape networks of spin-glasses
• Scaling of nestedness in complex networks
• Transition from fractal to non-fractal scalings in growing scale-free networks
• Network of inherent structures in spin glasses: scaling and scale-free distributions
• Concurrence of form and function in developing networks and its role in synaptic pruning
• Protecting infrastructure networks from cost-based attacks
• Optimizing transport efficiency on scale-free networks through assortative or dissortative topology
• Rich-Club Ordering and the Dyadic Effect: Two Interrelated Phenomena
• Bounded link prediction for very large networks
• Omori's law in the Internet traffic
• An Evolving model of online bipartite networks
• Spin glass behavior of the antiferromagnetic Ising model on a scale-free network
• Spectral classes of regular, random, and empirical graphs
• Analysing degeneracies in networks spectra
• A Survey and Evaluation of Data Center Network Topologies
• Patterns in randomly evolving networks: Idiotypic networks
• Generating Simple Directed Social Network Graphs for Information Spreading
• Evolving Networks and the Development of Neural Systems
• On a class of random walks with reinforced memory
• A comprehensive statistical study of metabolic and protein-protein interaction network properties
• Ex-ante measure of patent quality reveals intrinsic fitness for citation-network growth
• Critical behavior in an evolutionary Ultimatum Game
• The control of brain network dynamics across diverse scales of space and time
• Optimal transport on wireless networks
• The Impact of Competing Time Delays in Coupled Stochastic Systems
• From simple to complex networks: inherent structures, barriers and valleys in the context of spin glasses
• Scalable Hyperbolic Recommender Systems
• Basic Notions for the Analysis of Large Affiliation Networks / Bipartite Graphs
• A framework for statistical network modeling
• Entanglement formation in continuous-variable random quantum networks
• Evolution of Vocabulary on Scale-free and Random Networks
• Kuramoto dilemma alleviated by optimizing connectivity and rationality
• Hierarchical organization of brain functional network during visual task
• Cooperation in the Prisoner's Dilemma game in Random Scale-Free Graphs
• Cooperation dynamics in the networked geometric Brownian motion
• Associative Recall in Non-Randomly Diluted Neuronal Networks
• Bipartite quantum states and random complex networks
• Role of the plurality rule in multiple choices
• Contagion spreading on complex networks with local deterministic dynamics
• The dynamics of financial stability in complex networks
• Penalized Estimation of Directed Acyclic Graphs From Discrete Data
• Weighted Trade Network in a Model of Preferential Bipartite Transactions
• Social organization in the Minority Game model
• Scaling of mean first-passage time as efficiency measure of nodes sending information on scale-free Koch networks
• Parallel Dynamics and Computational Complexity of Network Growth Models
• Controlled Tripping of Overheated Lines Mitigates Power Outages
• Causal datasheet: An approximate guide to practically assess Bayesian networks in the real world
• Small inter-event times govern epidemic spreading on temporal networks
• Topological structure and the H-index in complex networks
• Harms and benefits from social imitation
• Network Dynamics on Graphops
• Separating Polarization from Noise: Comparison and Normalization of Structural Polarization Measures
• Generalized friendship paradox in networks with tunable degree-attribute correlation
• Search by Lackadaisical Quantum Walk with Nonhomogeneous Weights
• The effects of degree correlations on network topologies and robustness
• Characterizing Interdisciplinarity of Researchers and Research Topics Using Web Search Engines
• Fast computation of matrix function-based centrality measures for layer-coupled multiplex networks
• BioCode: A Data-Driven Procedure to Learn the Growth of Biological Networks
• Lobby index as a network centrality measure
• Equilibria, information and frustration in heterogeneous network games with conflicting preferences
• Trends, Reversion, and Critical Phenomena in Financial Markets
• On the Tomography of Networks and Multicast Trees
• Assortativity and leadership emergence from anti-preferential attachment in heterogeneous networks
• Bow-tie structure and community identification of global supply chain network
• Allotaxonometry and rank-turbulence divergence: A universal instrument for comparing complex systems
• Large-scale inference and graph theoretical analysis of gene-regulatory networks in B. stubtilis
• Counterexample: scale-free networked graphs with invariable diameter and density feature
• Sample space reducing cascading processes produce the full spectrum of scaling exponents
• Revising the simple measures of assortativity in complex networks
• Irreversible Opinion Spreading on Scale-Free Networks
• How mutation alters the evolutionary dynamics of cooperation on networks
• Quantifying long-range correlations in complex networks beyond nearest neighbors
• Exploration of an Interdisciplinary Scientific Landscape
• Probing the network structure of health deficits in human aging
• A New Methodology for Generalizing Unweighted Network Measures
• Self-Organized Critical Random Boolean Networks
• Probabilistic prediction in scale-free networks: Diameter changes
• Temporal network modeling with online and hidden vertices based on the birth and death process
• Generalized Voter-like model on activity driven networks with attractiveness
• Identifying edges that facilitate the generation of extreme events in networked dynamical systems
• Distributed flow optimization and cascading effects in weighted complex networks
• Statistics of cycles in large networks
• FastSIR Algorithm: A Fast Algorithm for simulation of epidemic spread in large networks by using SIR compartment model
• SPP-CNN: An Efficient Framework for Network Robustness Prediction
• Networks with given two-point correlations: hidden correlations from degree correlations
• Universal patterns in egocentric communication networks
• $(k,q)$-core decomposition of hypergraphs
• On Global Stability of Financial Networks
• A geometric growth model interpolating between regular and small-world networks
• Circulation of a digital community currency
• Using synchronous Boolean networks to model several phenomena of collective behavior
• Supercritical percolation on large scale-free random trees
• Two universal physical principles shape the power-law statistics of real-world networks
• Continuous-time quantum walk spatial search on the Bollobás scale-free network
• Modelling of trends in Twitter using retweet graph dynamics
• Statistics of Weighted Networks
• Detecting the Influence of Spreading in Social Networks with Excitable Sensor Networks
• Unperturbed Schelling segregation in two or three dimensions
• Competition between global and local online social networks
• Scale-free download network for publications
• Multiscale Network Generation
• Growing community networks with local events
• The Role of Second Trials in Cascades of Information over Networks
• Scaling relation for earthquake networks
• Solving NP-Hard Problems on Graphs with Extended AlphaGo Zero
• Graph Tikhonov Regularization and Interpolation via Random Spanning Forests
• Discreteness-induced Transition in Catalytic Reaction Networks
• Classical Information Theory of Networks
• HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion
• Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching
• Distribution of infected mass in disease spreading in scale-free networks
• Deriving pairwise transfer entropy from network structure and motifs
• Slow, bursty dynamics as the consequence of quenched network topologies
• Accelerating Growth and Size-dependent Distribution of Human Activities Online
• Leveraging Social-Network Infrastructure to Improve Peer-to-Peer Overlay Performance: Results from Orkut
• Correlated bursts in temporal networks slow down spreading
• Eigenvector-based analysis of cluster synchronization in general complex networks of coupled chaotic oscillators
• Enhance synchronizability via age-based coupling
• Nonequilibrium Zaklan model on Apollonian Networks
• Network Motifs in Object-Oriented Software Systems
• Statistical Physics Approaches to Seismicity
• Nishimori meets Bethe: a spectral method for node classification in sparse weighted graphs
• Role of dimensionality in preferential attachment growth in the Bianconi-Barabási model
• Scaling theory of fractal complex networks
• Micro and Macro Benefits of Random Investments in Financial Markets
• From sparse to dense and from assortative to disassortative in online social networks
• Neuropsychological constraints to human data production on a global scale
• Closed benchmarks for network community structure characterization
• Broken detailed balance and entropy production in directed networks
• Scaling in the structure of directory trees in a computer cluster
• Evolving efficiency and robustness of global oil trade networks
• Extending relax-and-round combinatorial optimization solvers with quantum correlations
• Majority vote model with ancillary noise in complex networks
• Efficient Link Prediction via GNN Layers Induced by Negative Sampling
• Response of degree-correlated scale-free networks to stimuli
• Twitter event networks and the Superstar model
• Dense networks with scale-free feature
• Size dependent word frequencies and translational invariance of books
• Ricci Curvature of the Internet Topology
• Synchronization of Reinforced Stochastic Processes with a Network-based Interaction
• Synchronization of nearly-identical dynamical systems. I Size instability
• Geometric explanation of the rich-club phenomenon in complex networks
• Analytical results for stochastically growing networks: connection to the zero range process
• A simple model clarifies the complicated relationships of complex networks
• The Evolutions of the Rich get Richer and the Fit get Richer Phenomena in Scholarly Networks: The Case of the Strategic Management Journal
• Characteristics of Real Futures Trading Networks
• Spectral Graph Matching and Regularized Quadratic Relaxations I: The Gaussian Model
• Preferential Attachment in the Interaction between Dynamically Generated Interdependent Networks
• Coexistence in preferential attachment networks
• Detecting Community Structure in Dynamic Social Networks Using the Concept of Leadership
• Extreme fluctuations in noisy task-completion landscapes on scale-free networks
• Data-driven modeling of collaboration networks: A cross-domain analysis
• Data-driven network alignment
• Analytical Solution of a Stochastic Content Based Network Model
• Universal Scaling Behavior of Clustering Coefficient Induced by Deactivation Mechanism
• Sampling promotes community structure in social and information networks
• Investigating and Modeling the Dynamics of Long Ties
• Identifying Influential Spreaders of Epidemics on Community Networks
• Domain-based Latent Personal Analysis and its use for impersonation detection in social media
• Mean encounter times for multiple random walkers on networks
• Branching annihilating random walk on random regular graphs
• A generalised model for asymptotically-scale-free geographical networks
• Influences of degree inhomogeneity on average path length and random walks in disassortative scale-free networks
• The mixing time of the switch Markov chains: a unified approach
• Environmental Evolutionary Graph Theory
• Prevalence and scalable control of localized networks
• Emergence of geometric Turing patterns in complex networks
• Modeling and verifying a broad array of network properties
• Effective Bounds on Network-Size for Anti-phase Synchronization
• Hypersparse Neural Network Analysis of Large-Scale Internet Traffic
• Scale-free networks embedded in fractal space
• Defending against Sybil Devices in Crowdsourced Mapping Services
• Effect of size heterogeneity on community identification in complex networks
• Bidding process in online auctions and winning strategy:rate equation approach
• Designer Nets from Local Strategies
• Clustering under the line graph transformation: Application to reaction network
• Complex network analysis of brain functional connectivity under a multi-step cognitive task
• Prisoner's dilemma in structured scale-free networks
• Social inertia and diversity in collaboration networks
• Preferential attachment with choice
• Targeted influence maximization in complex networks
• Random Graphs Associated to some Discrete and Continuous Time Preferential Attachment Models
• Generalised hypergeometric ensembles of random graphs: the configuration model as an urn problem
• The average number of distinct sites visited by a random walker on random graphs
• Random Birth-and-Death Networks
• Network Topology Mapping from Partial Virtual Coordinates and Graph Geodesics
• Structure and function in flow networks
• Universal Laws of Human Society's Income Distribution
• Interplay between $k$-core and community structure in complex networks
• Finite size effects in Barabasi-Albert growing networks
• Link prediction with continuous-time classical and quantum walks
• Slow poisoning and destruction of networks: Edge proximity and its implications for biological and infrastructure networks
• Spectral analysis of Gene co-expression network of Zebrafish
• Evolution of network structure by temporal learning
• Impact of perception models on friendship paradox and opinion formation
• Random networks created by biological evolution
• Corona graphs as a model of small-world networks
• Analysis of diffusion and trapping efficiency for random walks on non-fractal scale-free trees
• Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach
• Temporal effects in trend prediction: identifying the most popular nodes in the future
• Conedy: a scientific tool to investigate Complex Network Dynamics
• The mass of simple and higher-order networks
• Approximate entropy of network parameters
• Random spreading phenomena in annealed small world networks
• Rare regions of the Susceptible Infected Susceptible model on Barabási-Albert networks
• Neighborhoods are good communities
• Structure Learning of Probabilistic Graphical Models: A Comprehensive Survey
• Spectral Density of Complex Networks with a Finite Mean Degree
• Innovation and Nested Preferential Growth in Chess Playing Behavior
• Evolving Scale-Free Network Model with Tunable Clustering
• Anomalous metapopulation dynamics on scale-free networks
• Entropy-based link prediction in weighted networks
• Context Sensitive Article Ranking with Citation Context Analysis
• Nonlinear preferential rewiring in fixed-size networks as a diffusion process
• Transitivity reinforcement in the coevolving voter model
• Synchronizabilities of Networks: A New index
• Cross-over behaviour in a communication network
• Estimation of Structural Causal Model via Sparsely Mixing Independent Component Analysis
• Anomaly Detection in Streaming Sensor Data
• Phase transition in the modified fiber bundle model
• A hierarchical model of non-homogeneous Poisson processes for Twitter retweets
• Assortative Mixing in Close-Packed Spatial Networks
• How to determine if a random graph with a fixed degree sequence has a giant component
• Global Mapping of Gene/Protein Interactions in PubMed Abstracts: A Framework and an Experiment with P53 Interactions
• Edge Representation Learning with Hypergraphs
• Network Discovery by Generalized Random Walks
• A novel framework to analyze complex network dynamics
• Random walks with long-range steps generated by functions of Laplacian matrices
• Geographical effects on epidemic spreading in scale-free networks
• Lower bound of assortativity coefficient in scale-free networks
• Complex Network Theoretical Analysis on Information Dissemination over Vehicular Networks
• Transport of multiple users in complex networks
• Spectral Perturbation and Reconstructability of Complex Networks
• Application of Graph Coloring to Biological Networks
• Deformed Gaussian Orthogonal Ensemble description of Small-World networks
• Emergence of double scaling law in complex system
• Analysing and controlling the tax evasion dynamics via majority-vote model
• Quantum centrality testing on directed graphs via PT-symmetric quantum walks
• Phenotypic-dependent variability and the emergence of tolerance in bacterial populations
• Replica symmetry breaking in the `small world' spin glass
• Opinion percolation in structured population
• New Phenomena in Large-Scale Internet Traffic
• Accelerating networks
• Introducing Small-World Network Effect to Critical Dynamics
• An ensemble of random graphs with identical degree distribution
• Fast Sparsely Synchronized Brain Rhythms in A Scale-Free Neural Network
• Existence of a persistent hub in the convex preferential attachment model
• Symmetry breaking in the prisoner's dilemma on two-layer dynamic multiplex networks
• Connecting complex networks to nonadditive entropies
• A Graph Algorithmic Approach to Separate Direct from Indirect Neural Interactions
• Topological properties and organizing principles of semantic networks
• Authorship attribution via network motifs identification
• Interconnecting bilayer networks
• Information sharing in Quantum Complex Networks
• Emergence of scale-free close-knit friendship structure in online social networks
• Link Prediction via Graph Attention Network
• Time-Varying Networks: Recovering Temporally Rewiring Genetic Networks During the Life Cycle of Drosophila melanogaster
• Functionally Fractal Urban Networks: Geospatial Co-location and Homogeneity of Infrastructure
• Reverse engineering of complex dynamical networks in the presence of time-delayed interactions based on noisy time series
• Anomalous biased diffusion in networks
• Maximum matchings and minimum dominating sets in Apollonian networks and extended Tower of Hanoi graphs
• Modularity and Projection of Bipartite Networks
• Generalized open quantum walks on Apollonian networks
• The nature and origin of heavy tails in retweet activity
• The "Cameo Principle" and the Origin of Scale-Free Graphs in Social Networks
• Node Injection for Class-specific Network Poisoning
• Power laws for family sizes in a duplication model
• Finding influential spreaders from human activity beyond network location
• Graph Compression -- Save Information by Exploiting Redundancy
• Identifying time dependence in network growth
• The effect of social interactions in the primary life cycle of motion pictures
• The Impact of Social Curiosity on Information Spreading on Networks
• Random walks on complex networks with multiple resetting nodes: a renewal approach
• Limits of Predictability of Cascading Overload Failures in Spatially-Embedded Networks with Distributed Flows
• Statistically consistent coarse-grained simulations for critical phenomena in complex networks
• Aging in transport processes on networks with stochastic cumulative damage
• A topological approach to neural complexity
• Beyond clustering: Mean-field dynamics on networks with arbitrary subgraph composition
• Recommender systems in industrial contexts
• Discontinuous epidemic transition due to limited testing
• Effects of degree distribution in mutual synchronization of neural networks
• Transmission dynamics of an SIS model with age structure on heterogeneous networks
• Modelling Excess Mortality in Covid-19-like Epidemics
• On the reorderability of node-filtered order complexes
• Optimal Synchronization in Space
• Non-consensus opinion model on directed networks
• Topological bifurcations in a model society of reasonable contrarians
• The Problem of Colliding Networks and its Relation to Cancer
• Facilitating Cooperation in Human-Agent Hybrid Populations through Autonomous Agents
• Outward-inward information flux in an opinion formation model on different topologies
• Pinning dynamic systems of networks with Markovian switching couplings and controller-node set
• Planar unclustered scale-free graphs as models for technological and biological networks
• Effects of updating rules on the coevolving prisoner's dilemma
• Social distancing strategies against disease spreading
• Atomic Quantum Technologies for Quantum Matter and Fundamental Physics Applications
• How people make friends in social networking sites - A microscopic perspective
• Preferential attachment during the evolution of a potential energy landscape
• Temporal and structural heterogeneities emerging in adaptive temporal networks
• Model of mobile agents for sexual interactions networks
• Meta-food-chains as a many-layer epidemic process on networks
• From regular to growing small-world networks
• Defining Least Community as a Homogeneous Group in Complex Networks
• Random walks and diameter of finite scale-free networks
• The Blind Watchmaker Network: Scale-freeness and Evolution
• Power-law distributions from additive preferential redistributions
• Hysteresis and disorder-induced order in continuous kinetic-like opinion dynamics in complex networks
• Reconstructing directed networks for better synchronization
• Supporting MOOC Instruction with Social Network Analysis
• Same Stats, Different Graphs: Exploring the Space of Graphs in Terms of Graph Properties
• Separable and Semiparametric Network-based Counting Processes applied to the International Combat Aircraft Trades
• Optimized on-line computation of PageRank algorithm
• Growing dynamics of Internet providers
• Classes of critical avalanche dynamics in complex networks
• Self-organization of structures and networks from merging and small-scale fluctuations
• Scaling behavior of an artificial traffic model on scale-free networks
• Network clustering and community detection using modulus of families of loops
• Local degree blocking model for link prediction in complex networks
• Self-organization of heterogeneous topology and symmetry breaking in networks with adaptive thresholds and rewiring
• Depth properties of scaled attachment random recursive trees
• Naming Game on Networks: Let Everyone be Both Speaker and Hearer
• Dominating Scale-Free Networks Using Generalized Probabilistic Methods
• Digital Ecology: Coexistence and Domination among Interacting Networks
• Network connectivity under a probabilistic node failure model
• Supremacy distribution in evolving networks
• Features and heterogeneities in growing network models
• Topological Data Analysis of Human Brain Networks Through Order Statistics
• Graph animals, subgraph sampling and motif search in large networks
• Scale free networks by preferential depletion
• Synchronization of networks with variable local properties
• Emergence of Blind Areas in Information Spreading
• The Dynamics of Knowledge Acquisition via Self-Learning in Complex Networks
• Multitarget search on complex networks: A logarithmic growth of global mean random cover time
• Characterizing and Predicting the Robustness of Power-law Networks
• Dynamics of Microtubule Instabilities
• Democratic Governance and International Research Collaboration: A Longitudinal Analysis of the Global Science Network
• Random walks in small-world exponential treelike networks
• Long and short paths in uniform random recursive dags
• Analysis and perturbation of degree correlation in complex networks
• Enhancing network synchronization by phase modulation
• Networks with time structure from time series
• Characterization of the community structure in a large-scale production network in Japan
• Mean field model of a game for power
• A general model of hierarchical fractal scale-free networks
• Correlated electrons systems on the Apollonian network
• Scale-Free Networks beyond Power-Law Degree Distribution
• A dissemination strategy for immunizing scale-free networks
• Small World Picture of Worldwide Seismic Events
• Fractality and degree correlations in scale-free networks
• Properties of Kinetic Transition Networks for Atomic Clusters and Glassy Solids
• Focusing of opinions in the Deffuant model: First impression counts
• Random walks with stochastic resetting in complex networks: a discrete time approach
• The Effects of Randomness on the Stability of Node Embeddings
• Graph theoretic analysis of protein interaction networks of eukaryotes
• System level mechanisms of adaptation, learning, memory formation and evolvability: the role of chaperone and other networks
• Deep Multi-attributed Graph Translation with Node-Edge Co-evolution
• Effect of group organization on the performance of cooperative processes
• The characteristics of cycle-nodes-ratio and its application to network classification
• A framework to generate hypergraphs with community structure
• Model-independent methods for embedding directed networks into Euclidean and hyperbolic spaces
• The Bass diffusion model on finite Barabasi-Albert networks
• Improving personalized link prediction by hybrid diffusion
• Centralized and decentralized isolation strategies and their impact on the COVID-19 pandemic dynamics
• Reverse Engineering Gene Networks with ANN: Variability in Network Inference Algorithms
• Time evolution of the hierarchical networks between PubMed MeSH terms
• Conflicting attachment and the growth of bipartite networks
• Resonant response of forced complex networks: the role of topological disorder
• Entropy rate of non-equilibrium growing networks
• A general formulation of long-range degree correlations in complex networks
• The Regularizing Capacity of Metabolic Networks
• Evolutionary game selection creates cooperative environments
• Connecting Network Science and Information Theory
• Orientations and matrix function-based centralities in multiplex network analysis of urban public transport
• Percolation of Hierarchical Networks and Networks of Networks
• Quantitative description and modeling of real networks
• Goal-directed graph construction using reinforcement learning
• A Generalized Sznajd Model
• Modeling Discrete Combinatorial Systems as Alphabetic Bipartite Networks: Theory and Applications
• Effects of hidden nodes on the reconstruction of bidirectional networks
• Microdynamics and Criticality of Adaptive Regulatory Networks
• Emergence and resilience of social networks: a general theoretical framework
• Growing network with j-redirection
• Communication activity in social networks: growth and correlations
• K-core decomposition of Internet graphs: hierarchies, self-similarity and measurement biases
• Dynamic scaling, data-collapse and self-similarity in Barabási-Albert networks
• Bursty Switching Dynamics Promotes the Collapse of Network Topologies
• Revealing graph bandits for maximizing local influence
• Semi-Markov Graph Dynamics
• Mandelbrot Law of Evolving Networks
• Darwini: Generating realistic large-scale social graphs
• Multi-resolution community detection in massive networks
• The agents' preferences and the topology of networks
• Network mutual information measures for graph similarity
• Kuramoto model subject to subsystem resetting: How resetting a part of the system may synchronize the whole of it
• The Human Plasma Membrane Peripherome: Visualization and Analysis of Interactions
• Evolutionary origin of power-laws in Biochemical Reaction Network; embedding abundance distribution into topology
• Localization transition, Lifschitz tails and rare-region effects in network models
• Kinetic growth walks on complex networks
• A reversed form of public goods game: equivalence and difference
• The dynamic nature of conflict in Wikipedia
• Classification of critical phenomena in hierarchical small-world networks
• Dynamics in online social networks
• Composite Centrality: A Natural Scale for Complex Evolving Networks
• Fertility Heterogeneity as a Mechanism for Power Law Distributions of Recurrence Times
• Reaction Spreading on Graphs
• Network Growth with Arbitrary Initial Conditions: Analytical Results for Uniform and Preferential Attachment
• Assortative and disassortative mixing investigated using the spectra of graphs
• Information Gathering in Networks via Active Exploration
• Variability of Contact Process in Complex Networks
• Generative Model Selection Using a Scalable and Size-Independent Complex Network Classifier
• Scattering and transport properties of tight-binding random networks
• Collective stochastic coherence and synchronizability in weighted scale-free networks
• Dynamics of collective action to conserve a large common-pool resource
• Preferential Attachment in Online Networks: Measurement and Explanations
• Parallel Generation of Massive Scale-Free Graphs
• Properties of a random attachment growing network
• Scaling exponents and clustering coefficients of a growing random network
• Sandpile models and random walkers on finite lattices
• Master equation approach to the intra-urban passenger flow and application to the Metropolitan Seoul Subway system
• Border trees of complex networks
• Gutenberg-Richter Law for Internetquakes
• Gradient-Based Neural DAG Learning
• Extracting Hidden Hierarchies in 3D Distribution Networks
• Self-affine Fractals Embedded in Spectra of Complex Networks
• Phase synchronization on scale-free and random networks in the presence of noise
• Quasistatic Scale-free Networks
• Preferential survival in models of complex ad hoc networks
• Variational Bayesian Weighted Complex Network Reconstruction
• Functional Optimization in Complex Excitable Networks
• On analyzing and evaluating privacy measures for social networks under active attack
• Complex networks and human language
• Robustness of the in-degree exponent for the world-wide web
• Spectral Statistics of Sparse Random Graphs with a General Degree Distribution
• A Survey of Link Recommendation for Social Networks: Methods, Theoretical Foundations, and Future Research Directions
• Entropy-based approach to missing-links prediction
• Structural Bounds on the Dyadic Effect
• Random Walk Models of Network Formation and Sequential Monte Carlo Methods for Graphs
• Symmetries and synchronization in multilayer random networks
• A Perfect Sampling Method for Exponential Family Random Graph Models
• Simon's fundamental rich-get-richer model entails a dominant first-mover advantage
• On the stability of network indices defined by means of matrix functions
• Analysis of heat kernel highlights the strongly modular and heat-preserving structure of proteins
• Enhancement of dynamical robustness in a mean-field coupled network through self-feedback delay
• Power-law statistics in the velocity fluctuations of Brownian particle in inhomogeneous media and driven by colored noise
• Emergence of multiscaling in heterogeneous complex networks
• Network impact on persistence in a finite population dynamic diffusion model: application to an emergent seed exchange network
• Evolving Network Modeling Driven by the Degree Increase and Decrease Mechanism
• Topical alignment in online social systems
• Hierarchical causality in financial economics
• Cellular automata for the spreading of technologies in socio-economic systems
• Ising Model on a random network with annealed or quenched disorder
• Recovery time after localized perturbations in complex dynamical networks
• A Faster Method to Estimate Closeness Centrality Ranking
• High-Accuracy Approximation of Evolutionary Pairwise Games on Complex Networks
• Quantum Walk Search on Kronecker Graphs
• How to design multi-target drugs: Target search options in cellular networks
• Dynamical Scaling Behavior of Percolation Clusters in Scale-free Networks
• Analysis of the convergence of the degree distribution of contracting random networks towards a Poisson distribution using the relative entropy
• Scale-free networks emerging from multifractal time series
• Inference for graphs and networks: Extending classical tools to modern data
• Cascade Failure in a Phase Model of Power Grids
• Dynamics-Driven Evolution to Structural Heterogeneity in Complex Networks
• Surface roughness analysis of the hydrophilic SiO_2/TiO_2 nano bi-layers by Level crossing approach
• Dynamics of condensation in growing complex networks
• Automatic Network Fingerprinting through Single-Node Motifs
• Not all interventions are equal for the height of the second peak
• Dynamical reciprocity in interacting games: numerical results and mechanism analysis
• Resilience of epidemics on networks
• Trace Complexity of Network Inference
• A general purpose algorithm for counting simple cycles and simple paths of any length
• Degree difference: A simple measure to characterize structural heterogeneity in complex networks
• The Structured `Low Temperature' Phase of the Retinal Population Code
• Uniform synchronous criticality of diversely random complex networks
• Five decades of US, UK, German and Dutch music charts show that cultural processes are accelerating
• Impacts of Physical-Layer Information on Epidemic Spreading in Cyber-Physical Networked Systems
• Crossover from Endogenous to Exogenous Activity in Open-Source Software Development
• Network Analysis of the French Environmental Code
• Normalised Degree Variance
• Effects of Dynamic-Win-Stay-Lose-Learn model with voluntary participation in social dilemma
• Shelf space strategy in long-tail markets
• Joint Time-Vertex Fractional Fourier Transform
• How Interest-Driven Content Creation Shapes Opportunities for Informal Learning in Scratch: A Case Study on Novices' Use of Data Structures
• Scaling of critical connectivity of mobile ad hoc communication networks
• Variational Community Partition with Novel Network Structure Centrality Prior
• Bouchaud-Mézard model on a random network
• Enhancement of cooperation by giving high-degree neighbors more help
• Towards More Practical Adversarial Attacks on Graph Neural Networks
• Effects of reciprocity on random walks in weighted networks
• Towards formal models and languages for verifiable Multi-Robot Systems
• Characterization of Subgraphs Relationships and Distribution in Complex Networks
• Breaking Consensus in Kinetic Opinion Formation Models on Graphons
• Finding the Resistance Distance and Eigenvector Centrality from the Network's Eigenvalues
• Analytical results for the distribution of shortest path lengths in directed random networks that grow by node duplication
• Scale-invariant geometric random graphs
• Networking genetic regulation and neural computation: Directed network topology and its effect on the dynamics
• On cost-effective communication network designing
• Synchronization on Effective Networks
• Shortest path discovery of complex networks
• Reference to Global State and Social Contagion Dynamics
• Nonlinear Barabási-Albert Network
• Exact Scale Invariance in Mixing of Binary Candidates in Voting Model
• Critical Phase of Bond Percolations on Growing Networks
• Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs
• Scale-free properties of weighted networks with connectivity-driven topology
• Convergent Sequences of Dense Graphs I: Subgraph Frequencies, Metric Properties and Testing
• A study of the edge-switching Markov-chain method for the generation of random graphs
• Self Avoiding Paths Routing Algorithm in Scale-Free Networks
• Granger causality for circular variables
• Statistical Mechanics of the Chinese Restaurant Process: lack of self-averaging, anomalous finite-size effects and condensation
• Scale-free Network on Euclidean Space Optimized by Rewiring of Links
• Sync in Complex Dynamical Networks: Stability, Evolution, Control, and Application
• Topological fractal networks introduced by mixed degree distribution
• The winner takes it all -- How to win network globalization
• Spatial Temporal Analysis of 40,000,000,000,000 Internet Darkspace Packets
• Understanding the network formation pattern for better link prediction
• Statistical mechanics of scale-free networks at a critical point: Complexity without irreversibility?
• Sublinear but Never Superlinear Preferential Attachment by Local Network Growth
• How interbank lending amplifies overlapping portfolio contagion: A case study of the Austrian banking network
• Exact eigenvalue spectrum of a class of fractal scale-free networks
• Scaling of load in communications networks
• Spectral properties of the trap model on sparse networks
• Growing hyperbolic networks beyond two dimensions: the generalised popularity-similarity optimisation model
• Entropy-based randomisation of rating networks
• Percolation properties of growing networks under an Achlioptas process
• Predicting the evolution of complex networks via local information
• Phase transition in the rich-get-richer mechanism due to finite-size effects
• Systemic Losses Due to Counter Party Risk in a Stylized Banking System
• Lévy flights in inhomogeneous environments and 1/f noise
• Second-Order Assortative Mixing in Social Networks
• The Complex Network of Evolutionary Computation Authors: an Initial Study
• Complexity of Networks (reprise)
• Fat tailed distributions for deaths in conflicts and disasters
• Resilience of networks to environmental stress: From regular to random networks
• The Early Universe as a Quantum Growing Network
• Measuring the Globalization of Knowledge Networks
• Hierarchical organization of H. Eugene Stanley scientific collaboration community in weighted network representation
• Modeling the Internet
• Asymptotic degree distribution of a duplication-deletion random graph model
• Master-equation analysis of accelerating networks
• Pair approximation for the q-voter models with quenched disorder on networks
• Scalable Betweenness Centrality Maximization via Sampling
• Spectral renormalization group theory on networks
• PAFit: an R Package for the Non-Parametric Estimation of Preferential Attachment and Node Fitness in Temporal Complex Networks
• Small World Graphs by the iterated "My Friends are Your Friends'' Principle
• The Evolution of Hyperedge Cardinalities and Bose-Einstein Condensation in Hypernetworks
• Architecture of A Scalable Dynamic Parallel WebCrawler with High Speed Downloadable Capability for a Web Search Engine
• Stochastic and mixed flower graphs
• How Social Rewiring Preferences Bridge Polarized Communities
• Structural preferential attachment: Stochastic process for the growth of scale-free, modular and self-similar systems
• Self-Organization of Vortex Length Distribution in Quantum Turbulence: An Approach from the Barabasi-Albert Model
• Memory effects induce structure in social networks with activity-driven agents
• Human Mobility Networks Manifest Dissimilar Resilience Characteristics at Macroscopic, Substructure, and Microscopic Scales
• Directed Accelerated Growth: Application in Citation Network
• The effect of interdependence on the percolation of interdependent networks
• The Simmel effect and babies names
• Benefits of Bias: Towards Better Characterization of Network Sampling
• Text-based Passwords Generated From Topological Graphic Passwords
• Distribution of Edge Load in Scale-free Trees
• Interdependencies of female board member appointments
• Node mixing and group structure of complex software networks
• Topology-dependent rationality and quantal response equilibria in structured populations
• Convergence towards an Erd{\H o}s-Rényi graph structure in network contraction processes
• Predicted and Verified Deviation from Zipf's Law in Growing Social Networks
• The scaling of the minimum sum of edge lengths in uniformly random trees
• Wave function network description and Kolmogorov complexity of quantum many-body systems
• Node Embeddings and Exact Low-Rank Representations of Complex Networks
• Identifying a set of influential spreaders in complex networks
• Identification and modeling of discoverers in online social systems
• Diffusion Dynamics with Changing Network Composition
• Free-energy distribution of binary protein-protein binding suggests cross-species interactome differences
• Finding All Bounded-Length Simple Cycles in a Directed Graph
• Effect of time varying transmission rates on coupled dynamics of epidemic and awareness over multiplex network
• Mapping the $q$-voter model: From a single chain to complex networks
• The Role of Diverse Strategies in Sustainable Knowledge Production
• Diffusion-annihilation proecesses in weighted scale-free networks with identical degree sequence
• An evolving model for the supply network in a tourism destination
• Graph-Aware Evolutionary Algorithms for Influence Maximization
• Spreaders in the Network SIR Model: An Empirical Study
• Identifying nodal properties that are crucial for the dynamical robustness of multi-stable networks
• Phase transitions on Markovian bipartite graphs - an application of the zero-range process
• A Structure-Centric View of Protein Evolution, Design and Adaptation
• Random Sequential Renormalization of Networks I: Application to Critical Trees
• Scale-free network on a vertical plane
• Practical Large-Scale Linear Programming using Primal-Dual Hybrid Gradient
• The q-component static model : modeling social networks
• The Flow Dimension and Capacity for Structuring Urban Street Networks
• Antiferromagnetic Ising model in scale-free networks
• Modeling the topology of protein interaction networks
• Graph Energies of Egocentric Networks and Their Correlation with Vertex Centrality Measures
• A Novel Methodology for designing Policies in Mobile Crowdsensing Systems
• Erosion of synchronization: Coupling heterogeneity and network structure
• Multi-Temporal Analysis and Scaling Relations of 100,000,000,000 Network Packets
• Networks with many structural scales: a Renormalization Group perspective
• Unitary Entanglement Construction in Hierarchical Networks
• Known by the company we keep: `Triadic influence' as a proxy for compatibility in social relationships
• Time-invariant degree growth in preferential attachment network models
• Laplacian Spectrum and Protein-Protein Interaction Networks
• A k-deformed Model of Growing Complex Networks with Fitness
• Index statistical properties of sparse random graphs
• Optimal transport on supply-demand networks
• Understanding Complex Systems: From Networks to Optimal Higher-Order Models
• The rising of collective forgetting and cultural selectivity in inventors and physicists communities
• Symmetric motifs in random geometric graphs
• Multiscale network renormalization: scale-invariance without geometry
• Optimisation of the coalescent hyperbolic embedding of complex networks
• On scale-free and poly-scale behaviors of random hierarchical network
• The evolution of network controllability in growing networks
• Condensation and topological phase transitions in a dynamical network model with rewiring of the links
• Adaptive network approach for emergence of societal bubbles
• Flexible construction of hierarchical scale-free networks with general exponent
• A Formal Treatment of Generalized Preferential Attachment and its Empirical Validation
• A multi-layer network approach to modelling authorship influence on citation dynamics in physics journals
• Growing networks of overlapping communities with internal structure
• Resilience of networks of multi-stable chaotic systems to targetted attacks
• Quantifying Transient Spreading Dynamics on Networks
• Thermodynamic approach for community discovering within the complex networks: LiveJournal study
• Dynamic Hidden-Variable Network Models
• A universal assortativity measure for network analysis
• Socio-economic inequalities: a statistical physics perspective
• Highly Clustered Complex Networks in the Configuration Model: Random Regular Small-World Network
• Overlapping modularity at the critical point of k-clique percolation
• Profile and scaling of the fractal exponent of percolations in complex networks
• Wikipedia edition dynamics
• Coupled Dynamics on Networks
• The Homophily Principle in Social Network Analysis
• Highly Dispersed Networks Generated by Enhanced Redirection
• A complex network analysis of hypertension-related genes
• The stability of fixed points for a Kuramoto model with Hebbian interactions
• Stock price fluctuations and the mimetic behaviors of traders
• Functional control of network dynamics using designed Laplacian spectra
• Backdoor Attacks to Graph Neural Networks
• The fluid limit of a random graph model for a shared ledger
• Dynamical robustness of complex networks subject to long-range connectivity
• Selfish vs. Unselfish Optimization of Network Creation
• Scientometric engineering: Exploring citation dynamics via arXiv eprints
• Islands of stability in motif distributions of random networks
• A Fixed-Mass multifractal approach for unweighted complex networks
• Preferential attachment with information filtering - node degree probability distribution properties
• Structure and dynamics of growing networks of Reddit threads
• Exploring the origins of the power-law properties of energy landscapes: An egg-box model
• The Accelerating Growth of Online Tagging Systems
• Oscillations of complex networks
• Network of two-Chinese-character compound words in Japanese language
• Network structure of thermonuclear reactions in nuclear landscape
• Effects of Preference for Attachment to Low-degree Nodes on the Degree Distributions of a Growing Directed Network and a Simple Food-Web Model
• Effects of Stochastic Games on Evolutionary Dynamics in Structured Populations
• Adversarial attacks on voter model dynamics in complex networks
• A dynamic network in a dynamic population: asymptotic properties
• Centrality properties of directed module members in social networks
• Interplay between HIV/AIDS Epidemics and Demographic Structures Based on Sexual Contact Networks
• Synchronization in Scale-free Dynamical Networks: Robustness and Fragility
• On Synchronization of Interdependent Networks
• Impulse-Induced Optimum Signal Amplification in Scale-Free Networks
• Towards Evidence of Long-Range Correlations in Shallow Seismic Activities
• Motifs in Triadic Random Graphs based on Steiner Triple Systems
• Bidirectional selection between two classes in complex social networks
• Effect of expanding learning scope on the evolution of cooperation in scale-free networks
• Fast and asymptotic computation of the fixation probability for Moran processes on graphs
• Diffusion on hierarchical systems of weakly-coupled networks
• The bounds of heavy-tailed return distributions in evolving complex networks
• Weighted reciprocity in human communication networks
• Theory of citing
• Mean-field theory for double-well systems on degree-heterogeneous networks
• An Analysis of the Matching Hypothesis in Networks
• Phase-Space Networks of Geometrical Frustrated Systems
• Exponential Self-Organization and Moore's Law: Measures and Mechanisms
• Evolving Twitter: an experimental analysis of graph properties of the social graph
• Pattern invariance for reaction-diffusion systems on complex networks
• Scale-variant topological information for characterizing the structure of complex networks
• Utilizing Online Social Network and Location-Based Data to Recommend Products and Categories in Online Marketplaces
• Complex networks as an emerging property of hierarchical preferential attachment
• Representing perturbed dynamics in biological network models
• Cutting edges at random in large recursive trees
• Benchmarks for Graph Embedding Evaluation
• Flow of emotional messages in artificial social networks
• Intermittency in relation with 1/f noise and stochastic differential equations
• Burst-tree decomposition of time series reveals the structure of temporal correlations
• Node-node distance distribution for growing networks
• Quantum Internet under random breakdowns and intentional attacks
• Detection of the elite structure in a virtual multiplex social system by means of a generalized $K$-core
• The role of detachment of in-links in scale-free networks
• Moving the epidemic tipping point through topologically targeted social distancing
• Kinetic-growth self-avoiding walks on small-world networks
• Complex Grid Computing
• Quantifying the effects of quarantine using an IBM SEIR model on scalefree networks
• Scale-free networks with tunable degree distribution exponents
• Spectral coarse graining for random walk in bipartite networks
• Boolean function metrics can assist modelers to check and choose logical rules
• Networks of noisy oscillators with correlated degree and frequency dispersion
• Stratification in the Preferential Attachment Network
• Effects of aging and links removal on epidemic dynamics in scale-free networks
• Link-space formalism for network analysis
• Scale-free collaboration networks: An author name disambiguation perspective
• Information cascade on networks
• Structural and spectral properties of a family of deterministic recursive trees: Rigorous solutions
• Percolation on spatial anisotropic networks
• Effective and Efficient Core Computation in Signed Networks
• Temporal and spatial evolution of the distribution related to the number of COVID-19 pandemic
• Scaling properties of d-dimensional complex networks
• On the formation of structure in growing networks
• Extreme Fluctuations in Stochastic Network Coordination with Time Delays
• Bounds of memory strength for power-law series
• Reputation Aggregation in Peer-to-Peer Network Using Differential Gossip Algorithm
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• Preferential attachment with partial information
• Improving the visibility of minorities through network growth interventions
• Generalized Quantum PageRank Algorithm with Arbitrary Phase Rotations
• Course-Prerequisite Networks for Analyzing and Understanding Academic Curricula
• The structure of networks that evolve under a combination of growth, via node addition and random attachment, and contraction, via random node deletion
• Can recurrence networks show small world property?
• Heterogeneous message passing for heterogeneous networks
• Subgraphs in preferential attachment models
• Agent-based model for the h-index - Exact solution
• Aftershocks in Modern Perspectives: Complex Earthquake Network, Aging, and Non-Markovianity
• Smart random walkers: the cost of knowing the path
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• Universal Features in Phonological Neighbor Networks
• Optimizing and controlling functions of complex networks by manipulating rich-club connections
• Design, Generation, and Validation of Extreme Scale Power-Law Graphs
• The missing links in the BGP-based AS connectivity maps
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• Netons: Vibrations of Complex Networks
• Unfolding network communities by combining defensive and offensive label propagation
• Quenched mean-field theory for the majority-vote model on complex networks
• Properties of Healthcare Teaming Networks as a Function of Network Construction Algorithms
• Local and global ordering dynamics in multi-state voter models
• Self-organized bistability on scale-free networks
• Consistency of heterogeneous synchronization patterns in complex weighted networks
• Degree Landscapes in Scale-Free Networks
• Attention Inequality in Social Media
• S-curve networks and an approximate method for estimating degree distributions of complex networks
• Enhanced storage capacity with errors in scale-free Hopfield neural networks: an analytical study
• Effects of component-subscription network topology on large-scale data centre performance scaling
• Habituation Effect in Social Networks as a Potential Factor Silently Crushing Influence Maximisation Efforts
• A Preferential Attachment Model for the Stellar Initial Mass Function
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• Disentangling Interpretable Generative Parameters of Random and Real-World Graphs
• Emergence of event cascades in inhomogeneous networks
• Statistics of leaders and lead changes in growing networks
• Correlations among Game of Thieves and other centrality measures in complex networks
• On neighbourhood degree sequences of complex networks
• The Opacity Problem in Social Contagion
• Statistical mechanics of coevolving spin system
• The topology of card transaction money flows
• Finite-size scaling of geometric renormalization flows in complex networks
• Mathematical and Algorithmic Analysis of Network and Biological Data
• Mixing properties of growing networks and the Simpson's paradox
• Maximally modular structure of growing hyperbolic networks
• Generalized Mittag Leffler distributions arising as limits in preferential attachment models
• Dynamical analysis of a parameter-aware reservoir computer
• Random graph model with power-law distributed triangle subgraphs
• Emergence of cooperation in a population with bimodal response behaviors
• Heterogeneity shapes groups growth in social online communities
• Geographical networks stochastically constructed by a self-similar tiling according to population
• Contact graphs of disk packings as a model of spatial planar networks
• Inference for Sparse Conditional Precision Matrices
• Network localization is unalterable by infections in bursts
• Random Sequential Renormalization and Agglomerative Percolation in Networks: Application to Erd"os-R'enyi and Scale-free Graphs
• The Emergence of Scaling in Sequence-based Physical Models of Protein Evolution
• A Bird's-Eye View of Naming Game Dynamics: From Trait Competition to Bayesian Inference
• LUNES: Agent-based Simulation of P2P Systems (Extended Version)
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• A unified framework for spectral clustering in sparse graphs
• Spread of variants of epidemic disease based on the microscopic numerical simulations on networks
• Mean-field limit of non-exchangeable systems
• Dynamic Computation of Network Statistics via Updating Schema
• A Bayesian nonparametric mixture model for selecting genes and gene subnetworks
• The curriculum prerequisite network: a tool for visualizing and analyzing academic curricula
• Explosion and distances in scale-free percolation
• Rawls' Fairness, Income Distribution and Alarming Level of Gini Coefficient
• An Information-Theoretic Formalism for Multiscale Structure in Complex Systems
• Probabilistic generation of random networks taking into account information on motifs occurrence
• Research trends in structural software complexity
• Robustness modularity in complex networks
• Coexistence of Interacting Opinions in a Generalized Sznajd Model
• Asymmetric disease dynamics in multihost interconnected networks
• Derivation of the percolation threshold for the network model of Barabasi and Albert
• Predicted and Verified Deviations from Zipf's law in Ecology of Competing Products
• Emergence of Robust and Efficient Networks in a Family of Attachment Models
• Scale-free network clustering in hyperbolic and other random graphs
• Self-organized Emergence of Navigability on Small-World Networks
• Unveiling the connectivity of complex networks using ordinal transition methods
• Evolving network - simulation study. From regular lattice to scale free network
• Nonlinear $q$-voter model from the quenched perspective
• Multi-scale Dynamics in a Massive Online Social Network
• The influence of risk perception in epidemics: a cellular agent model
• Entropy production in systems with random transition rates
• The Hitchhiker's Guide to Affiliation Networks: A Game-Theoretic Approach
• A generalized hypothesis test for community structure in networks
• A new algorithm for extracting a small representative subgraph from a very large graph
• A Socio-geographic Perspective on Human Activities in Social Media
• Fast asynchronous updating algorithms for k-shell indices
• How Does the Vulnerability of an Evolving Power Grid Change?
• Highly Dispersed Networks
• Thermodynamics of network model fitting with spectral entropies
• The narrowing of literature use and the restricted mobility of papers in the sciences
• Emergence of scale-free networks from local connectivity and communication trade-offs
• Network community structure and resilience to localized damage: application to brain microcirculation
• Correlation analysis of node and edge centrality measures in artificial complex networks
• Convexity in complex networks
• Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy To Game
• Impact of noise and damage on collective dynamics of scale-free neuronal networks
• Sustainable growth in complex networks
• Continuous variables graph states shaped as complex networks: optimization and manipulation
• Universal photocurrent-voltage characteristics of dye sensitized nanocrystalline TiO${}_2$ photoelectrochemical cells
• Riemannian-geometric entropy for measuring network complexity
• Synchronization in Complex Systems Following the Decision Based Queuing Process: The Rhythmic Applause as a Test Case
• Descendant distributions for the impact of mutant contagion on networks
• Scale-free networks with a large- to hypersmall-world transition
• Using Chinese Characters To Generate Text-Based Passwords For Information Security
• Compatibility, embedding and regularization of non-local random walks on graphs
• Evolution of the Internet AS-Level Ecosystem
• Critical Phenomena and Strategy Ordering with Hub Centrality Approach in the Aspiration-based Coordination Game
• Maximal modularity and the optimal size of parliaments
• Random walks on networks with preferential cumulative damage: Generation of bias and aging
• Random Walk with Memory on Complex Networks
• Inference of topology and the nature of synapses, and the flow of information in neuronal networks
• Onset of Synchronization in Weighted Complex Networks: the Effect of Weight-Degree Correlation
• Intervality and coherence in complex networks
• Inference for growing trees
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• Michaelis-Menten Dynamics in Complex Heterogeneous Networks
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• Effect of overlap on spreading dynamics on multiplex networks
• Assortative and preferential attachment lead to core-periphery networks
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• Fragmenting networks by targeting collective influencers at a mesoscopic level
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• Detecting local perturbations of networks in a latent hyperbolic embedding space
• From explosive to infinite-order transitions on a hyperbolic network
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• Universal cover-time distribution of heterogeneous random walks
• Partial mean field limits in heterogeneous networks
• Maximum matchings in scale-free networks with identical degree distribution
• The Link Prediction Problem in Bipartite Networks
• An efficient approach to suppress the negative role of contrarian oscillators in synchronization
• Entropy rate of random walks on complex networks under stochastic resetting
• Accelerating coordination in temporal networks by engineering the link order
• Multidisciplinary learning through collective performance favors decentralization
• Incremental Computation of Pseudo-Inverse of Laplacian: Theory and Applications
• Reticula: A temporal network and hypergraph analysis software package
• A star based model for the eigenvalue power law of Internet graphs
• MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data
• Revealing the online network between University and Industry: The case of Turkey
• Absence of epidemic thresholds in a growing adaptive network
• Sparse Ising Models with Covariates
• Random walks in directed modular networks
• Dynamical and Topological Aspects of Consensus Formation in Complex Networks
• The interplay of university and industry through the FP5 network
• Complex systems: features, similarity and connectivity
• Interspecific competition underlying mutualistic networks
• Flocking of Multi-agent Dynamical Systems Based on Pseudo-leader Mechanism
• Simulation and Augmentation of Social Networks for Building Deep Learning Models
• The phase transition in bounded-size Achlioptas processes
• Dynamic rewiring in small world networks
• Beyond Pairwise Interactions: Unveiling the Role of Higher-Order Interactions via Stepwise Reduction
• Multi-Level Steiner Trees
• Nucleation in scale-free networks
• On RAF Sets and Autocatalytic Cycles in Random Reaction Networks
• High-dimensional structure learning of binary pairwise Markov networks: A comparative numerical study
• Do extremists impose the structure of social networks?
• Clustering in large networks does not promote upstream reciprocity
• On extreme points of the diffusion polytope
• Degree distribution and scaling in the Connecting Nearest Neighbors model
• From Local Structures to Size Generalization in Graph Neural Networks
• Two transitions in spatial modular networks
• Growing Self-organized Design of Efficient and Robust Complex Networks
• The degree profile and Gini index of random caterpillar trees
• Extended $s$-wave pairing symmetry on the triangular lattice heavy fermion system
• Promoting cooperation by preventing exploitation: The role of network structure
• The rigorous solution for the average distance of a Sierpinski network
• The Emergence of Leadership in Social Networks
• Magnetic models on various topologies
• Failure mechanisms of load sharing complex systems
• Accelerating Exact and Approximate Inference for (Distributed) Discrete Optimization with GPUs
• Exploring the "Middle Earth" of Network Spectra via a Gaussian Matrix Function
• Graph and Network Theory for the analysis of Criminal Networks
• The quoter model: a paradigmatic model of the social flow of written information
• What is a Systems Approach?
• Detecting groups of similar components in complex networks
• Large deviations for the degree structure in preferential attachment schemes
• Locally computable approximations for spectral clustering and absorption times of random walks
• Optimization in Gradient Networks
• Quantifying the Total Effect of Edge Interventions in Discrete Multistate Networks
• Wikipedia: organisation from a bottom-up approach
• Network-based Approach and Climate Change Benefits for Forecasting the Amount of Indian Monsoon Rainfall
• Topology and Dynamics of Attractor Neural Networks: The Role of Loopiness
• The Cover Time of Random Walks on Graphs
• Generalized Nonlinear Yule Models
• Data Considerations in Graph Representation Learning for Supply Chain Networks
• Evolution of diversity and dominance of companies in online activity
• Size of quantum networks
• Security Pricing as an Enabler of Cyber-Insurance: A First Look at Differentiated Pricing Markets
• On the diameter of hyperbolic random graphs
• Robust active attacks on social graphs
• Random walks in unweighted and weighted modular scale-free networks with a perfect trap
• Directed Random Geometric Graphs
• Collective dynamics behind success
• Targeted sampling from massive block model graphs with personalized PageRank
• Network Representation Learning: Consolidation and Renewed Bearing
• Large Communities in a scale-free network
• Advertising and irreversible opinion spreading in complex social networks
• Recency predicts bursts in the evolution of author citations
• Gravity Effects on Information Filtering and Network Evolving
• Traffic-driven epidemic spreading on scale-free networks with tunable degree distribution
• Low prevalence, quasi-stationarity and power-law distribution in a model of spreading
• Emergence of Cooperation in Non-scale-free Networks
• Time scales of epidemic spread and risk perception on adaptive networks
• A self-consistent approach to measure preferential attachment in networks and its application to an inherent structure network
• Weighted distances in scale-free configuration models
• Diffusion of innovations in finite networks: effects of heterogeneity, clustering, and bilingual option on the threshold in the contagion game model
• Evolutionary Games on Networks: Phase Transition, Quasi-equilibrium, and Mathematical Principles
• Evolutionary network games: equilibria from imitation and best-response dynamics
• Latent Poisson models for networks with heterogeneous density
• Sandpile model on an optimized scale-free network on Euclidean space
• Growing homophilic networks are natural navigable small worlds
• Financial Markets and the Phase Transition between Water and Steam
• Quantum statistics in Network Geometry with Fractional Flavor
• Rewiring hierarchical scale-free networks: Influence on synchronizability and topology
• Modeling interacting dynamic networks: II. Systematic study of the statistical properties of cross-links between two networks with preferred degrees
• Universal power laws in the threshold network model: A theoretical analysis based on extreme value theory
• Tuning degree distributions of scale-free networks
• Scale-Free model for governing universe dynamics
• Chaotic Griffiths Phase with Anomalous Lyapunov Spectra in Coupled Map Networks
• Emergence of Structural Inequalities in Scientific Citation Networks
• Type reproduction number for epidemic models on heterogeneous networks
• Convex skeletons of complex networks
• BSAL: A Framework of Bi-component Structure and Attribute Learning for Link Prediction
• How Do We Find Early Adopters Who Will Guide a Resource Constrained Network Towards a Desired Distribution of Behaviors?
• Do Mathematicians, Economists and Biomedical Scientists Trace Large Topics More Strongly Than Physicists?
• Building Cooperative Networks
• Grand canonical ensembles of sparse networks and Bayesian inference
• Towards a more realistic citation model: The key role of research team sizes
• Ameba-inspired Self-organizing Particle Systems
• The Magnetic Eden Model
• Self-Organization and Complex Networks
• Modularity "for free" in genome architecture?
• Parameter-tuning Networks: Experiments and Active Walk Model
• Optimization and Scale-freeness for Complex Networks
• Network growth for enhanced natural selection
• Radial Structure of the Internet
• Optimal Resource Allocation in Random Networks with Transportation Bandwidths
• Analysis of network by generalized mutual entropies
• The multiple effects of gradient coupling on network synchronization
• Optimization of hierarchical structures of information flow
• Eigenvector localization as a tool to study small communities in online social networks
• Controlling Complex Networks with Compensatory Perturbations
• Optimal scale-free network with a minimum scaling of transport efficiency for random walks with a perfect trap
• Efficient Core Maintenance in Large Dynamic Graphs
• Effective and efficient approximations of the generalized inverse of the graph Laplacian matrix with an application to current-flow betweenness centrality
• Fast Generation of Large Scale Social Networks with Clustering
• Contagion in an interacting economy
• Evolution of regulatory networks towards adaptability and stability in a changing environment
• Emergence and persistence of communities in coevolutionary networks
• Graph Matching: Relax at Your Own Risk
• Isolario: a Do-ut-des Approach to Improve the Appeal of BGP Route Collecting
• Stochastic dynamics and the predictability of big hits in online videos
• Control energy scaling in temporal networks
• TIMERS: Error-Bounded SVD Restart on Dynamic Networks
• (geo)graphs - Complex Networks as a shapefile of nodes and a shapefile of edges for different applications
• Preferential Attachment and Vertex Arrival Times
• Critical excitation-inhibition balance in dense neural networks
• Graph Convolutional Gaussian Processes For Link Prediction
• Graph Generators: State of the Art and Open Challenges
• Manipulating Node Similarity Measures in Networks
• MAP Inference for Probabilistic Logic Programming
• Zealotry and Influence Maximization in the Voter Model: When to Target Zealots?
• COVID-19 and Company Knowledge Graphs: Assessing Golden Powers and Economic Impact of Selective Lockdown via AI Reasoning
• A Study on the Effects of Diffusion of Information on Epidemic Spread
• Effect of chaotic agent dynamics on coevolution of cooperation and synchronization
• Coherence Scaling of Noisy Second-Order Scale-Free Consensus Networks
• Ferromagnetic and spin-glass like transition in the $q$-neighbor Ising model on random graphs
• SSNE: Effective Node Representation for Link Prediction in Sparse Networks
• From mean-field to complex topologies: network effects on the algorithmic bias model
• Critical parameters of the synchronisation's stability for coupled maps in regular graphs
• Optimal exploration of random walks with local bias on networks
• Optimal Scale-Free Small-World Graphs with Minimum Scaling of Cover Time
• Inferring synchronizability of networked heterogenous oscillators with machine learning
• An embedding-based distance for temporal graphs
• Network science Ising states of matter
• Deterministic and stochastic cooperation transitions in evolutionary games on networks
• Random node reinforcement and $K$-core structure of complex networks
• Network analysis of the Kyiv bylyny cycle -- east Slavic epic narratives
• Biased random walkers and extreme events on the edges of complex networks
• Learning complex dependency structure of gene regulatory networks from high dimensional micro-array data with Gaussian Bayesian networks
• Some Challenges in Monitoring Epidemics
• Turing Number: How Far Are You to A. M. Turing Award?
• Multifractal analysis of eigenvectors of smallworld networks
• Network topology of the Argentine interbank money market
• Social hierarchy promotes the cooperation prevalence
• ConnectIt: A Framework for Static and Incremental Parallel Graph Connectivity Algorithms
• Structural Attacks on Local Routing in Payment Channel Networks
• Go viral or go broadcast? Characterizing the virality and growth of cascades
• Secure Deep Graph Generation with Link Differential Privacy
• Two types of densification scaling in the evolution of temporal networks
• The Diffusive Epidemic Process on Barabasi-Albert Networks
• Motif-Based Spectral Clustering of Weighted Directed Networks
• Contrarian effects and echo chamber formation in opinion dynamics
• Weighted distances in scale-free preferential attachment models
• Constructions and properties of a class of random scale-free networks
• A review of mechanistic and data-driven models of terrorism and radicalization
• Longest Path in the Price Model
• The Graph Structure of the Internet at the Autonomous Systems Level during Ten Years
• Constant Time Graph Neural Networks
• Network analysis of the worldwide footballer transfer market
• On Greedy and Strategic Evaders in Sequential Interdiction Settings with Incomplete Information
• Strategic Attack & Defense in Security Diffusion Games
• Two faces of greedy leaf removal procedure on graphs
• On Large-Scale Graph Generation with Validation of Diverse Triangle Statistics at Edges and Vertices
• Studies on generalized Yule models
• Dynamics of Wealth Inequality
• Analyzing Social Interaction Networks from Twitter for Planned Special Events
• Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces
• Functional Central Limit Theorem For Susceptible-Infected Process On Configuration Model Graphs
• When is a scale-free graph ultra-small?
• Resilience by Structural Entrenchment: Dynamics of Single-Layer and Multiplex Networks Following Sudden Changes to Tie Costs
• The effect of distributed time-delays on the synchronization of neuronal networks
• Empirical study of the role of the topology in spreading on communication networks
• Explosive Crump-Mode-Jagers branching processes
• Inferring topologies via driving-based generalized synchronization of two-layer networks
• A Network-of-Networks Model for Electrical Infrastructure Networks
• Self-organization of network dynamics into local quantized states
• A study of memory effects in a chess database
• Hamiltonian Dynamics of Preferential Attachment
• Improving controllability of complex networks by rewiring links regularly
• Drastic disorded-induced reduction of signal amplification in scale-free networks
• Motif-based success scores in coauthorship networks are highly sensitive to author name disambiguation
• Estimating Time-varying Brain Connectivity Networks from Functional MRI Time Series
• Cluster Analysis for a Scale-Free Folksodriven Structure Network
• The Power Grid as a Complex Network: a Survey
• Scale-free coordination number disorder and multifractal size disorder in weighted planar stochastic lattice
• Vulnerability of Networks Against Critical Link Failures
• Dynamics on Spatial Networks and the Effect of Distance Coarse Graining
• An alternative approach to determining average distance in a class of scale-free modular networks
• Modeling the IPv6 Internet AS-level Topology
• Rounding of first-order phase transitions and optimal cooperation in scale-free networks
• Transient Dynamics of Sparsely Connected Hopfield Neural Networks with Arbitrary Degree Distributions
• Vertex labeling and routing in expanded Apollonian networks
• Consumers don't play dice, influence of social networks and advertisements
• Directed cycles and related structures in random graphs: I- Static properties
• Mesoscopics and fluctuations in networks
• Evolving Networks with Multi-species Nodes and Spread in the Number of Initial Links
• Preferential growth: Solution and application to modeling stock market
• Generation of scale-free networks using a simple preferential rewiring dynamics
• Scale-Free topologies and Activatory-Inhibitory interactions
• A Game Theoretic Perspective on Network Topologies
• Illumina Sequencing Artifacts Revealed by Connectivity Analysis of Metagenomic Datasets
• An Experimental Study of ILP Formulations for the Longest Induced Path Problem
• Reaction rate weighted multilayer nuclear reaction network
• "Clumpiness" Mixing in Complex Networks
• Phase diagram of epidemic spreading - unimodal vs. bimodal probability distributions
• Competitive dynamics of lexical innovations in multi-layer networks
• Assortativity measures for weighted and directed networks
• Testing for Balance in Social Networks
• Distinguishing humans from computers in the game of go: a complex network approach
• Time-varying network models
• Fragmentation of Random Trees
• Performance of Local Information Based Link Prediction: A Sampling Perspective
• Hybrid Power-Law Models of Network Traffic
• A Tunable Mechanism for Identifying Trusted Nodes in Large Scale Distributed Networks
• Estimating the Degree Centrality Ranking of a Node
• Duality between preferential attachment and static random networks on hyperbolic spaces
• The relationship between structure and function in locally observed complex networks
• MPGM: Scalable and Accurate Multiple Network Alignment
• Structure constrained by metadata in networks of chess players
• Enhancing synchronization in growing networks
• Spectra, hitting times, and resistance distances of $q$-subdivision graphs
• Heavy-tailed distributions of confirmed COVID-19 cases and deaths in spatiotemporal space
• Using inspiration from synaptic plasticity rules to optimize traffic flow in distributed engineered networks
• Multi-layer network approach in modeling epidemics in an urban town
• Effect of reaction step-size noise on the switching dynamics of stochastic populations
• Adversarial Classification on Social Networks
• Synchronised firing induced by network dynamics in excitable systems
• Analytical results for the in-degree and out-degree distributions of directed random networks that grow by node duplication
• A novel similarity measure for mining missing links in long-path networks
• A City Is a Complex Network
• Superconducting Optoelectronic Neurons I: General Principles
• Detecting Hidden Layers from Spreading Dynamics on Complex Networks
• Optimizing the Human Learnability of Abstract Network Representations
• Neural Dynamics on Complex Networks
• Agent Based Rumor Spreading in a scale-free network
• Levy geometric graphs
• Mobility-enhanced signal response in metapopulation networks of coupled oscillators
• Coexistence of phases and the observability of random graphs
• Influencing Busy People in a Social Network
• A Latent Parameter Node-Centric Model for Spatial Networks
• Variability Analysis of Complex Networks Measures based on Stochastic Distances
• Scale-Free Random SAT Instances
• Random Ancestor Trees
• Random Processes with High Variance Produce Scale Free Networks
• Preferential attachment without vertex growth: emergence of the giant component
• Sparse power-law network model for reliable statistical predictions based on sampled data
• Host--parasite models on graphs
• Boolean Game on Scale-free Networks
• Modeling SARS Spreading on Complex Networks
• What do we learn from correlations of local and global network properties?
• Networks of reinforced stochastic processes: asymptotics for the empirical means
• Emergent bipartiteness in a society of knights and knaves
• An Introduction to Complex Networks in Climate Finance
• Finite-time fluctuations in the degree statistics of growing networks
• Likelihood-based approach to discriminate mixtures of network models that vary in time
• Explaining the emergence of complex networks through log-normal fitness in a Euclidean node similarity space
• Hirsch index as a network centrality measure
• Effects of node position on diffusion and trapping efficiency for random walks on fractal scale-free trees
• Selective pressure on metabolic network structures as measured from the random blind-watchmaker network
• Sampling on networks: estimating eigenvector centrality on incomplete graphs
• Scale-free behavior of weight distributions of connectomes
• Explainable, Stable, and Scalable Graph Convolutional Networks for Learning Graph Representation
• Graph-Revised Convolutional Network
• Shadow networks: Discovering hidden nodes with models of information flow
• Network Reconstruction and Prediction of Epidemic Outbreaks for NIMFA Processes
• Privacy Attacks on Network Embeddings
• Towards Decentralized Trading: A Topological Investigation of the Dutch Medium and Low Voltage Grids
• Complex social contagion induces bistability on multiplex networks
• Quantum Chaos in Random Ising Networks
• Quantization Games on Social Networks and Language Evolution
• Community detection in sparse time-evolving graphs with a dynamical Bethe-Hessian
• Neural Execution Engines: Learning to Execute Subroutines
• Popularity-Driven Networking
• On the External Validity of Average-Case Analyses of Graph Algorithms
• Condensation phenomena with distinguishable particles
• Threshold-activated transport stabilizes chaotic populations to steady states
• Growing small-world networks based on a modified BA model
• Nonlinear signaling on biological networks: the role of stochasticity and spectral clustering
• Graph Theoretic Properties of the Darkweb
• Higher-Order Spectral Clustering under Superimposed Stochastic Block Model
• Efficient Crowd Exploration of Large Networks: The Case of Causal Attribution
• Discovering universal statistical laws of complex networks
• Assessing Percolation Threshold Based on High-Order Non-Backtracking Matrices
• Effect of clustering on Turing instability in complex networks
• Toward alternative metrics of journal impact: A comparison of download and citation data
• Chinese cities' air quality pattern and correlation
• Network flow of mobile agents enhances the evolution of cooperation
• Keeping Score: A Quantitative Analysis of How the CHI Community Appreciates Its Milestones
• High Degree Vertices and Spread of Infections in Spatially Modelled Social Networks
• A Stochastic Model of Active Cyber Defense Dynamics
• Gossip on Weighted Networks
• Mechanism for linear preferential attachment in growing networks
• Adaptive networks of trading agents
• Structure-based Sybil Detection in Social Networks via Local Rule-based Propagation
• Connectedness matters: Construction and exact random sampling of connected graphs
• Calcium oscillation on homogeneous and heterogeneous networks of ryanodine receptor
• Capturing long-range memory structures with tree-geometry process tensors
• On the motifs distribution in random hierarchical networks
• On the push&pull protocol for rumour spreading
• The Landscape of Complex Networks
• Fluctuations of Complex Networks: Electrical Properties of Single Protein Nanodevices
• Preferential attachment with location-based choice: Degree distribution in the noncondensation phase
• Approximating Orthogonal Matrices with Effective Givens Factorization
• Evolution of Directed Triangle Motifs in the Google+ OSN
• Mapping dynamical systems onto complex networks
• Ecology of active and passive players and their impact on information selection
• Activity patterns on random scale-free networks: Global dynamics arising from local majority rules
• Non-parametric power-law surrogates
• Mechanisms for tuning clustering and degree-correlations in directed networks
• "Winner takes it all": strongest node rule for evolution of scale free networks
• SIS Epidemic Spreading with Heterogeneous Infection Rates
• Topology reveals universal features for network comparison
• An evolutionary model of long tailed distributions in the social sciences
• Semipredictable dynamical systems
• Network connection strengths: Another power-law?
• Ranking the Importance of Nodes of Complex Networks by the Equivalence Classes Approach
• The statistical geometry of scale-free random trees
• Friction Interventions to Curb the Spread of Misinformation on Social Media
• Rise of the centrist: from binary to continuous opinion dynamics
• An Evolution Model of Complex Systems with Simultaneous Cooperation and Competition
• Rotated multifractal network generator
• Robustness of networks against propagating attacks under vaccination strategies
• Improved Upper and Lower Bound Heuristics for Degree Anonymization in Social Networks
• Crossover from weak to strong disorder regime in the duration of epidemics
• Criterions for locally dense subgraphs
• Dynamic Network Models
• Practical Routing and Criticality in Large-Scale Quantum Communication Networks
• Bounds on the Satisfiability Threshold for Power Law Distributed Random SAT
• Forman-Ricci curvature and Persistent homology of unweighted complex networks
• Spatial Scaling of Land Cover Networks
• Characterizing cycle structure in complex networks
• Mapping network structures and dynamics of decentralised cryptocurrencies: The evolution of Bitcoin (2009-2023)
• Ising model on a $restricted$ scale-free network
• Self-organization of Nodes using Bio-Inspired Techniques for Achieving Small World Properties
• Improved Approximation Lower Bounds for Vertex Cover on Power Law Graphs and Some Generalizations
• SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks
• Adaptive social recommendation in a multiple category landscape
• Dissipation at limited resolutions: Power law and detection of hidden dissipative scales
• Pinning control of social fairness in the Ultimatum game
• Learning the mechanisms of network growth
• Discrete-Time Open Quantum Walks for Vertex Ranking in Graphs
• Disease dynamics on a network game: a little empathy goes a long way
• Inferring network topology via the propagation process
• Sparse Autoregressive Neural Networks for Classical Spin Systems
• Centralities in complex networks
• Temporal Interaction and its Role in the Evolution of Cooperation
• Learning High-Dimensional Differential Graphs From Multi-Attribute Data
• Nodal domain partition and the number of communities in networks
• Emergence of Hierarchy on a Network of Complementary Agents
• Why are probabilistic laws governing quantum mechanics and neurobiology?
• Localization transition in non-Hermitian systems depending on reciprocity and hopping asymmetry
• $Q$-voter model with independence on signed random graphs: homogeneous approximations
• Nonlinear $q$-voter model involving nonconformity on networks
• Social Network Heterogeneity Promotes Depolarization of Multidimensional Correlated Opinions
• Node-layer duality in networked systems
• Opinion dynamics over complex networks: kinetic modeling and numerical methods
• De-anonymizing scale-free social networks by percolation graph matching
• Characteristic Length and Clustering
• Emergent information dynamics in many-body interconnected systems
• Popularity Ratio Maximization: Surpassing Competitors through Influence Propagation
• Steady-state joint distribution for first-order stochastic reaction kinetics
• Coarse-graining the dynamics of network evolution: the rise and fall of a networked society
• Probabilistic fair behaviors spark its boost in the Ultimatum Game: the strength of good Samaritans
• Effect of memory in non-Markovian Boolean networks
• Push- and Pull-based Epidemic Spreading in Networks: Thresholds and Deeper Insights
• Phases of Small Worlds: A Mean Field Formulation
• Discerning media bias within a network of political allies and opponents: the idealized example of a biased coin
• A preliminary study of Croatian Language Syllable Networks
• How Complex Contagions Spread Quickly in the Preferential Attachment Model and Other Time-Evolving Networks
• DecLiNe -- Models for Decay of Links in Networks
• Community detection for interaction networks
• Statistical-mechanical iterative algorithms on complex networks
• Fixed-Parameter Algorithms for DAG Partitioning
• From sand to networks: a study of multi-disciplinarity
• A Scalable Algorithm for Structure Identification of Complex Gene Regulatory Network from Temporal Expression Data
• Wealth distribution across communities of adaptive financial agents
• The effect of the initial network configuration on preferential attachment
• Seeking Maximum Linearity of Transfer Functions
• Combinatorics of Place Cell Coactivity and Hippocampal Maps
• Growing Graphs with Hyperedge Replacement Graph Grammars
• Cliques and a new measure of clustering: with application to U.S. domestic airlines
• Condensation in preferential attachment models with location-based choice
• Scaling Laws in Chennai Bus Network
• Statistical physics of exchangeable sparse simple networks, multiplex networks and simplicial complexes
• How fear of future outcomes affects social dynamics
• Decoding the structure of the WWW: facts versus sampling biases
• On The Reconstruction of Interaction Networks with Applications to Transcriptional Regulation
• A Simple and Generic Paradigm for Creating Complex Networks Using the Strategy of Vertex Selecting-and-Pairing
• Scaling properties of scale-free networks in degree-thresholding renormalization flows
• A framework for the calibration of social simulation models
• Transfinite fractal dimension of trees and hierarchical scale-free graphs
• Epidemics in networks: A master equation approach
• Degree Ranking Using Local Information
• Branching Process in a Stochastic Extremal Model
• Completely random measures for modelling block-structured networks
• Optimal Quantum Walk Search on Kronecker Graphs with Dominant or Fixed Regular Initiators
• Microscopic model for the logarithmic size effect on the Curie point in Barabási-Albert networks
• Catching the head, tail, and everything in between: a streaming algorithm for the degree distribution
• Towards the cycle structures in complex network: A new perspective
• On the discovery of the seed in uniform attachment trees
• Scale-freeness for networks as a degenerate ground state: A Hamiltonian formulation
• Exact solution for a sample space reducing stochastic process
• Average distance in growing trees
• Characterising Web Site Link Structure
• Exponential random graph models for the Japanese bipartite network of banks and firms
• Preservation of network Degree Distributions from non-uniform failures
• From Network Structure to Dynamics and Back Again: Relating dynamical stability and connection topology in biological complex systems
• Prisoner's dilemma game on complex networks with a death process: Effects of minimum requirements and immigration
• Reentrant phase transition in a predator-prey model
• Complex Network Analysis of a Graphic Novel: The Case of the Bande Dessinée Thorgal
• The Hamiltonian Mean Field model: effect of network structure on synchronization dynamics
• Edge Balance Ratio: Power Law from Vertices to Edges in Directed Complex Network
• Scalar model of flocking dynamics on complex social networks
• Graph neural induction of value iteration
• Predicting Item Popularity: Analysing Local Clustering Behaviour of Users
• Influence Maximization Meets Efficiency and Effectiveness: A Hop-Based Approach
• Generalized $k$-core pruning process on directed networks
• A comparative study of similarity-based and GNN-based link prediction approaches
• Exact Solutions for Models of Cultural Transmission and Network Rewiring
• Null-eigenvalue localization of quantum walks on real-world complex networks
• Live and Dead Nodes
• Algorithms and Heuristics for Scalable Betweenness Centrality Computation on Multi-GPU Systems
• Evidence of Scale-Free Topology and Dynamics in Gene Regulatory Networks
• New formulations and branch-and-cut procedures for the longest induced path problem
• Structural Invertibility and Optimal Sensor Node Placement for Error and Input Reconstruction in Dynamic Systems
• Network disruption: maximizing disagreement and polarization in social networks
• Graph Theory and Networks in Biology
• An Agent-Based Modelling Approach to Brain Drain
• Motif based hierarchical random graphs: structural properties and critical points of an Ising model
• sGrapp: Butterfly Approximation in Streaming Graphs
• Unsupervised Euclidean Distance Attack on Network Embedding
• A perturbative approach to Lagrangian flow networks
• Evolutionary of Online Social Networks Driven by Pareto Wealth Distribution and Bidirectional Preferential Attachment
• Improving Observability of Stochastic Complex Networks under the Supervision of Cognitive Dynamic Systems
• The role of caretakers in disease dynamics
• Power laws of the in-degree and out-degree distributions of complex networks
• $p$-th Clustering coefficients $C_p$ and Adjacent Matrix for Networks: Formulation based on String
• Linear Work Generation of R-MAT Graphs
• Complex networks with scale-free nature and hierarchical modularity
• Predicting transitions in cooperation levels from network connectivity
• Liquidity in Credit Networks: A Little Trust Goes a Long Way
• On leaders and condensates in a growing network
• Non Parametric Statistics of Dynamic Networks with distinguishable nodes
• Modeling multi-scale data via a network of networks
• Modeling the evolution of continuously-observed networks: Communication in a Facebook-like community
• Community Detection for Access-Control Decisions: Analysing the Role of Homophily and Information Diffusion in Online Social Networks
• Complex Networks: effect of subtle changes in nature of randomness
• Effects of substrate network topologies on competition dynamics
• Heuristic for Network Coverage Optimization Applied in Finding Organizational Change Agents
• Amplitude death and restoration in networks of oscillators with random-walk diffusion
• Infection Analysis on Irregular Networks through Graph Signal Processing
• On the Degree Sequence and its Critical Phenomenon of an Evolving Random Graph Process
• Stochastic model for scale-free networks with cutoffs
• Modeling the Small-World Phenomenon with Road Networks
• Nucleation pathways on complex networks
• Can extremism guarantee pluralism?
• Intermittent exploration on a scale-free network
• Reply & Supply: Efficient crowdsourcing when workers do more than answer questions
• Universality in survivor distributions: Characterising the winners of competitive dynamics
• The Role of Network Analysis in Industrial and Applied Mathematics
• Stability and dynamical properties of material flow systems on random networks
• Rank-based model for weighted network with hierarchical organization and disassortative mixing
• Graph-based algorithms for the efficient solution of a class of optimization problems
• From the Pursuit of Universal AGI Architecture to Systematic Approach to Heterogenous AGI: Addressing Alignment, Energy, & AGI Grand Challenges
• Steering complex networks toward desired dynamics
• Biology helps to construct weighted scale free networks
• Fermionic Networks: Modeling Adaptive Complex Networks with Fermionic Gases
• Information slows down hierarchy growth
• A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression data
• Stability of strategies in payoff-driven evolutionary games on networks
• Epidemic dynamics on metapopulation networks with node2vec mobility
• Ontologies and tag-statistics
• Optimal interdependence enhances robustness of complex systems
• Output-input coupling in thermally fluctuating biomolecular machines
• On dynamic random graphs with degree homogenization via anti-preferential attachment probabilities
• Degree and component size distributions in generalized uniform recursive tree
• The Pitman-Yor process and an empirical study of choice behavior
• Topological Convergence of Urban Infrastructure Networks
• PageRank centrality and algorithms for weighted, directed networks with applications to World Input-Output Tables
• A novel method of generating tunable underlying network topologies for social simulation
• Robustness Assessment of Complex Networks using the Idle Network
• Stability of Linear Boolean Networks
• Fingerprint for Network Topologies
• Natural orbital networks
• Extending modularity by capturing the similarity attraction feature in the null model
• $p$-th Clustering coefficients and $q$-$th$ degrees of separation based on String-Adjacent Formulation
• Immunization for complex network based on the effective degree of vertex
• Why the Internet is so 'small'?
• Ferromagnetic Ising spin systems on the growing random tree
• Pathlength scaling in graphs with incomplete navigational information
• Seasonal epidemic spreading on small-world networks: Biennial outbreaks and classical discrete time crystals
• Random Walk Sampling in Social Networks Involving Private Nodes
• A novel approach to study realistic navigations on networks
• Invited review: Epidemics on social networks
• Segregation in the annihilation of two-species reaction-diffusion processes on fractal scale-free networks
• Morphological organization of point-to-point transport in complex networks
• Characterizing Internet Worm Infection Structure
• Altruism in populations at the extinction transition
• Advection of passive particles over flow networks
• War pact model of shrinking networks
• A compartmental model for cyber-epidemics
• NetworkRepository: An Interactive Data Repository with Multi-scale Visual Analytics
• Universal features of mountain ridge networks on Earth
• Scaling Laws for Function Diversity and Specialization Across Socioeconomic and Biological Complex Systems
• An introduction to the theory of citing
• In Search of Simplicity: A Self-Organizing Multi-Source Multicast Overlay
• Modeling and Measuring Graph Similarity: The Case for Centrality Distance
• ProvGen: generating synthetic PROV graphs with predictable structure
• Spontaneous centralization of control in a network of company ownerships
• Explaining the stellar initial mass function with the theory of spatial networks
• Billion-scale Network Embedding with Iterative Random Projection
• Estimating the number of communities in weighted networks
• Spatially self-organized resilient networks by a distributed cooperative mechanism
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• Impact of human-human contagions in the spread of vector-borne diseases
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• On the duration and intensity of cumulative advantage competitions
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• Scale-free networks may not necessarily witness cooperation
• Analyzing and modelling the AS-level Internet topology
• Enhancing precision of atomic clocks by tuning disorder in accessories
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• A network model with structured nodes
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• Pathways toward understanding Macroscopic Quantum Phenomena
• The art of community detection
• Analysis and Synthesis of the Distribution of Consonants over Languages: A Complex Network Approach
• ELRUNA: Elimination Rule-based Network Alignment
• Dynamical correlations and pairwise theory for the symbiotic contact process on networks
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• Characteristics of Preferentially Attached Network Grown from Small World
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• Dynamics of Cities
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• Exactly scale-free scale-free networks
• Content based network model with duplication and divergence
• Improving Network Inference: The Impact of False Positive and False Negative Conclusions about the Presence or Absence of Links
• Phase transition of social learning collectives and "Echo chamber"
• Metric tree-like structures in real-life networks: an empirical study
• Information spreading on dynamic social networks
• Complex networks generated by the Penna bit-string model: Emergence of small-world and assortative mixing
• Tutte polynomial of pseudofractal scale-free web
• Electrical Structure-Based PMU Placement in Electric Power Systems
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• Quickest Inference of Network Cascades with Noisy Information
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• Identification of intrinsic long-range degree correlations in complex networks
• Global Rank Estimation
• Growing Networks: Limit in-degree distribution for arbitrary out-degree one
• Selective altruism in collective games
• Predicting publication productivity for researchers: a piecewise Poisson model
• Potential application of network descriptions for understanding conformational changes and protonation states of ABC transporters
• Generating General Preferential Attachment Networks with R Package wdnet
• Growing random networks under constraints
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• The Magic of Networks Grown by Redirection
• Information Spread Over an Internet-mediated Social Network: Phases, Speed, Width, and Effects of Promotion
• Ferromagnetic transition in a simple variant of the Ising model on multiplex networks
• A Hyperbolic-to-Hyperbolic Graph Convolutional Network
• Significance of Side Information in the Graph Matching Problem
• Investigating the Origins of Fractality Based on Two Novel Fractal Network Models
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• Moment-Closure Approximations for Discrete Adaptive Networks
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• Geometry and symmetry in biochemical reaction systems
• Rank-dependent deactivation in network evolution
• Deterministic Random Walk Model in NetLogo and the Identification of Asymmetric Saturation Time in Random Graph
• Experience of the COVID-19 pandemic in Wuhan leads to a lasting increase in social distancing
• Activity ageing in growing networks
• The effect of network structure on phase transitions in queuing networks
• Chimera states through invariant manifold theory
• A Scalable Null Model for Directed Graphs Matching All Degree Distributions: In, Out, and Reciprocal
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• Detection of Functional Communities in Networks of Randomly Coupled Oscillators Using the Dynamic-Mode Decomposition
• GMA: A Pareto Optimal Distributed Resource-Allocation Algorithm
• Comparing directed networks via denoising graphlet distributions
• Canonical fitness model for simple scale-free graphs
• Power Network Uniqueness and Synchronization Stability from a Higher-order Structure Perspective
• Temporal Correlation of Internet Observatories and Outposts
• Locating fast-varying line disturbances with the frequency mismatch
• "Conjectural" links in complex networks
• Interconnection between density-regulation and stability in competitive ecological network
• Clustering Algorithms for Scale-free Networks and Applications to Cloud Resource Management
• On the Stability of Community Detection Algorithms on Longitudinal Citation Data
• A graph complexity measure based on the spectral analysis of the Laplace operator
• Learning Graph Topological Features via GAN
• From Random Graph to Small World by Wandering
• Approaching the thermodynamic limit in equilibrated scale-free networks
• Unifying Evolutionary and Network Dynamics
• A transition from river networks to scale-free networks
• Exact evaluation of the causal spectrum and localization properties of electronic states on a scale-free network
• Response of entanglement to annealed vis-à-vis quenched disorder in quantum spin models
• Asymmetric access to information impacts the power-law exponent in networks
• Compressive Network Analysis
• Modeling Social Networks with Overlapping Communities Using Hypergraphs and Their Line Graphs
• Contrasting Web Robot and Human Behaviors with Network Models
• Emergence of scale-free properties in Hebbian networks
• Tracking the Empirical Distribution of a Markov-modulated Duplication-Deletion Random Graph
• Temporal Dynamics of Connectivity and Epidemic Properties of Growing Networks
• Correlations in Networks associated to Preferential Growth
• Geometric properties of graph layouts optimized for greedy navigation
• Mean Field Analysis of Algorithms for Scale-free Networks in Molecular Biology
• The stability of networks --- towards a structural dynamical systems theory
• A Note on Extending Taylor's Power Law for Characterizing Human Microbial Communities: Inspiration from Comparative Studies on the Distribution Patterns of Insects and Galaxies, and as a Case Study for Medical Ecology
• Typical Performance of Approximation Algorithms for NP-hard Problems
• Disassortative mixing accelerates consensus in the naming game
• Static and dynamic behavior of multiplex networks under interlink strength variation
• Flexible model selection for mechanistic network models
• The Impact of Imperfect Information on Network Attack
• Information Propagation Analysis of Social Network Using the Universality of Random Matrix
• A Theoretical Model for Understanding the Dynamics of Online Social Networks Decay
• Random graphs with arbitrary i.i.d. degrees
• Analysis of Yelp Reviews
• Spectral properties of the hierarchical product of graphs
• Structure and modeling of the network of two-Chinese-character compound words in the Japanese language
• Fence-sitters Protect Cooperation in Complex Networks
• Hop Doubling Label Indexing for Point-to-Point Distance Querying on Scale-Free Networks
• Non-convergence of proportions of types in a preferential attachment graph with three co-existing types
• Analytic solutions for links and triangles distributions in finite Barabási-Albert networks
• Superconducting Optoelectronic Neurons V: Networks and Scaling
• Matched bipartite block model with covariates
• Generating multi-scaling networks with different types of nodes
• Multilayer network analysis of nuclear reactions
• Stochastic Bifurcations in the Nonlinear Parallel Ising Model
• Dynamic Network Formation with Foresighted Agents
• Survey of Graph Analysis Applications
• Generation of Synthetic Spatially Embedded Power Grid Networks
• Graph Distance from the Topological View of Non-backtracking Cycles
• On Using Network Science in Mining Developers Collaboration in Software Engineering: A Systematic Literature Review
• Dependence of the average to-node distance on the node degree for random graphs and growing networks
• The co-evolutionary dynamics of directed network of spin market agents
• Is prokaryotic complexity limited by accelerated growth in regulatory overhead?
• Deterministic scale-free networks created in a recursive manner
• Complex networks and public funding: the case of the 2007-2013 Italian program
• Distributed-Memory Parallel Algorithms for Counting and Listing Triangles in Big Graphs
• Observability transitions in clustered networks
• Adhesion-induced Discontinuous Transitions and Classifying Social Networks
• New methods to generate massive synthetic networks
• Co-evolution of nodes and links: diversity driven coexistence in cyclic competition of three species
• Communication models with distributed transmission rates and buffer sizes
• Estimating Formation Mechanisms and Degree Distributions in Mixed Attachment Networks
• Automatic Discovery of Families of Network Generative Processes
• Internet data packet transport: from global topology to local queueing dynamics
• Zero range and finite range processes with asymmetric rate functions
• Synchronization in an evolving network
• Concentration inequalities for sums of random variables, each having power bounded tails
• Simplex triangulation induced scale-free networks
• A random walker's view of networks whose growth it shapes
• Interlayer link prediction in multiplex social networks: an iterative degree penalty algorithm
• Searching for Stage-wise Neural Graphs In the Limit
• Tipping the balances of a small world
• Giant component in a configuration-model power-law graph with a variable number of links
• Geometric randomization of real networks with prescribed degree sequence
• A simple bipartite graph projection model for clustering in networks
• Joint Cyber Risk Assessment of Network Systems with Heterogeneous Components
• Network generation and evolution based on spatial and opinion dynamics components
• Modeling Connectivity in Terms of Network Activity
• Diameter of P.A. random graphs with edge-step functions
• Ageing of complex networks
• Testing Degree Corrections in Stochastic Block Models
• Maximizing Stochastic Monotone Submodular Functions
• Detecting and modelling real percolation and phase transitions of information on social media
• Mean-field methods in evolutionary duplication-innovation-loss models for the genome-level repertoire of protein domains
• Network interpolation
• Reliability of relational event model estimates under sampling: how to fit a relational event model to 360 million dyadic events
• Comparing the diversity of information by word-of-mouth vs. web spread
• Can the PageRank centrality be manipulated to obtain any desired ranking?
• Understanding edge-connectivity in the Internet through core-decomposition
• Transfer Learning Based Multi-Objective Genetic Algorithm for Dynamic Community Detection
• Analysis of the susceptible-infected-susceptible epidemic dynamics in networks via the non-backtracking matrix
• Diversity and critical behavior in prisoner's dilemma game
• A measure for characterizing heavy-tailed networks
• Networks of Power: Analyzing World Leaders Interactions on Social Media
• Hypergraph Dissimilarity Measures
• Generalised thresholding of hidden variable network models with scale-free property
• Link power coordination for energy conservation in complex communication networks
• Spectral and Dynamic Consequences of Network Specialization
• Adaptive Dynamics of Realistic Small-World Networks
• Community Detection via Katz and Eigenvector Centrality
• Discerning media bias within a network of political allies and opponents: Disruption by partisans
• Spatial Strength Centrality and the Effect of Spatial Embeddings on Network Architecture
• Growing Hypergraphs with Preferential Linking
• Jäger: Automated Telephone Call Traceback
• Phase transition in evolving networks that combine preferential attachment and random node deletion
• An Estimation of the Shortest and Largest Average Path Length in Graphs of Given Density
• Mean first-encounter times of simultaneous random walkers with resetting on networks
• Preferred attachment model of affiliation network
• Impact of environmental changes on the dynamics of temporal networks
• DYNOTEARS: Structure Learning from Time-Series Data
• Vulnerable Connectivity Caused by Local Communities in Spatial Networks
• COPT: Coordinated Optimal Transport for Graph Sketching
• Multifractality of complex networks is also due to geometry. The Geometric SandBox algorithm
• Mutual benefits of social learning and algorithmic mediation for cumulative culture
• Observing network dynamics through sentinel nodes
• The Dynamics of Initiative in Communication Networks
• Cell biology: Networks, regulation, pathways
• Communication-Efficient Algorithms For Distributed Optimization
• A Model of Collaboration Network Formation with Heterogenous Skills
• Network Formation and Dynamics Among Multi-LLMs
• Popularity and Centrality in Spotify Networks: Critical transitions in eigenvector centrality
• Degree distributions in networks: beyond the power law
• A Synthetic Network Generator for Covert Network Analytics
• Network resilience in the presence of non-equilibrium dynamics
• Compression-based inference of network motif sets
• Graph-based keyword search in heterogeneous data sources
• Network Growth with Preferential Attachment for High Indegree and Low Outdegree
• Strength of minority ties: the role of homophily and group composition in a weighted social network
• An Intrinsic Integrity-Driven Rating Model for a Sustainable Reputation System
• Boolean decision problems with competing interactions on scale-free networks: Critical thermodynamics
• Scaling in local to global condensation of wealth on sparse networks
• A Generative Hypergraph Model for Double Heterogeneity
• A Density Consistency approach to the inverse Ising problem
• Bayesian Joint Modeling of Multiple Brain Functional Networks
• Blind Graph Matching Using Graph Signals
• Learning user-specific latent influence and susceptibility from information cascades
• Degree-dependent network growth: From preferential attachment to explosive percolation
• The elliptic model for social fluxes
• Line Graph Neural Networks for Link Prediction
• Metrics for network comparison using egonet feature distribution
• Tunable robustness in power-law inference
• Kinetics of node splitting in evolving complex networks
• Graph Mixture Density Networks
• Modeling nonuniversal citation distributions: the role of scientific journals
• Study of dynamic and static routing for improvement of the transportation efficiency on small complex networks
• We cite as we communicate: A communication model for the citation process
• Stochastic resetting in a networked multiparticle system with correlated transitions
• Random walk in degree space and the time-dependent Watts-Strogatz model
• Effectiveness of Rapid Rail Transit System in Beijing
• A Distributed Force-Directed Algorithm on Giraph: Design and Experiments
• Equilibrium distributions in entropy driven balanced processes
• An exact algorithm exhibiting RS-RSB/easy-hard correspondence for the maximum independent set problem
• An overview and perspective on social network monitoring
• Impacts of Network Topology on the Performance of a Distributed Algorithm Solving Linear Equations
• Signed Network Modeling Based on Structural Balance Theory
• Estimating Infection Sources in Networks Using Partial Timestamps
• Structure and evolution of a European Parliament via a network and correlation analysis
• A pathway-based network analysis of hypertension-related genes
• Analysis of centrality in sublinear preferential attachment trees via the CMJ branching process
• Controllability, matching ratio and graph convergence
• Asymptotic behavior of the node degrees in the ensemble average of adjacency matrix
• Beyond Homophily: Incorporating Actor Variables in Actor-oriented Network Models
• Stability of similarity measurements for bipartite networks
• Network Science approach to Modelling Emergence and Topological Robustness of Supply Networks: A Review and Perspective
• Competition-induced increase of species abundance in mutualistic networks
• A Mixture Model to Detect Edges in Sparse Co-expression Graphs
• Evolution of Scientific Collaboration Network Driven by Homophily and Heterophily
• Machine Learning Analysis of Complex Networks in Hyperspherical Space
• Community Detection by Information Flow Simulation
• Correlation networks from random walk time series
• Universality class of explosive percolation in Barabási-Albert networks
• Social Connection Induces Cultural Contraction: Evidence from Hyperbolic Embeddings of Social and Semantic Networks
• Adversarial Coordination on Social Networks
• Dynamic Scaling, Data-collapse and Self-Similarity in Mediation-Driven Attachment Networks
• Fast Super-Paramagnetic Clustering
• A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure
• MultiAspect Graphs: Algebraic representation and algorithms
• A Maximum Entropy Method for the Prediction of Size Distributions
• A Self-Learning Information Diffusion Model for Smart Social Networks
• Removing Malicious Nodes from Networks
• Frozen states and active-absorbing phase transitions of the Ising model on networks
• Measuring the functional connectome "on-the-fly": towards a new control signal for fMRI-based brain-computer interfaces
• Designing Optimal Multiplex Networks for Certain Laplacian Spectral Properties
• A Pyramid Scheme Model Based on "Consumption Rebate" Frauds
• A framework for evaluating complex networks measurements
• DeepNC: Deep Generative Network Completion
• Evaluating Visual Properties via Robust HodgeRank
• On the Structural Properties of Social Networks and their Measurement-calibrated Synthetic Counterparts
• In Search of Lost Edges: A Case Study on Reconstructing Financial Networks
• Syntonets: Toward A Harmony-Inspired General Model of Complex Networks
• Considerations about multistep community detection
• Dealing with correlated choices: How a spin-glass model can help political parties select their policies
• The Wigner's Semicircle Law of Weighted Random Networks
• Inference on the History of a Randomly Growing Tree
• The Effect of Social Distancing on the Reach of an Epidemic in Social Networks
• Pseudo-Darwinian evolution of physical flows in complex networks
• Quarantines as a Targeted Immunization Strategy
• Interlayer Link Prediction in Multiplex Social Networks Based on Multiple Types of Consistency between Embedding Vectors
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• Preferential attachment renders an evolving network of populations robust against crashes
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• What is Normal? A Big Data Observational Science Model of Anonymized Internet Traffic
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• Exact results of the limited penetrable horizontal visibility graph associated to random time series and its application
• Fragmentation instability in aggregating systems
• Expansion and Search in Networks
• The Degree Sequence of a Scale-Free Random Graph Process with Hard Copying
• Sampling and Inference for Beta Neutral-to-the-Left Models of Sparse Networks
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• Extracting hierarchical backbones from bipartite networks
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• Towards Limited Scale-free Topology with Dynamic Peer Participation
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• Assessing the Impact of Social Network Structure on the Diffusion of Coronavirus Disease (COVID-19): A Generalized Spatial SEIRD Model
• Global stability of epidemic models with imperfect vaccination and quarantine on scale-free networks
• Fast community structure local uncovering by independent vertex-centred process
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• Choosing Collaboration Partners. How Scientific Success in Physics Depends on Network Positions
• A Network Epidemic Model for Online Community Commissioning Data
• Diffusion Source Identification on Networks with Statistical Confidence
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• The Fate of Ernst Ising and the Fate of his Model
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• Raising Graphs From Randomness to Reveal Information Networks
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• Social Pressure and Environmental Effects on Networks: A Path to Cooperation
• Conformation-networks of two-dimensional lattice homopolymers
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• Self-Coordinated Corona Graphs: a model for complex networks
• On the Efficiency of Sharing Economy Networks
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• QRCC: Evaluating Large Quantum Circuits on Small Quantum Computers through Integrated Qubit Reuse and Circuit Cutting
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• An Agent-based Model of Citation Behavior
• On several properties of plane-oriented recursive trees
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• Analysis of the Social Community Based on the Network Growing Model in Open Source Software Community
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• Predicting Lifetime of Dynamical Networks Experiencing Persistent Random Attacks
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• When heterogeneity drives hysteresis: Anticonformity in the multistate $q$-voter model on networks
• Parallel clustering with CFinder
• Clustering of tag-induced sub-graphs in complex networks
• Weights and degrees in a random graph model based on 3-interactions
• Auto-decoding Graphs
• Error-correcting codes on scale-free networks
• Global and partitioned reconstructions of undirected complex networks
• Ising Model on Edge-Dual of Random Networks
• Structure Entropy, Self-Organization, and Power Laws in Urban Street Networks: Evidence for Alexander's Ideas
• Controlling tax evasion fluctuations
• Weights Adaptation Optimization of Heterogeneous Epidemic Spreading Networks: A Constrained Cooperative Coevolution Strategy
• Disordered configurations of the Glauber model in two-dimensional networks
• Characters and patterns of communities in networks
• ConArg: a Tool to Solve (Weighted) Abstract Argumentation Frameworks with (Soft) Constraints
• A/B Testing in Dense Large-Scale Networks: Design and Inference
• Directed cycles and related structures in random graphs: II--Dynamic properties
• Emergence of Scale-Free Syntax Networks
• A population evolution model and its applications to random networks
• Impact of the malicious input data modification on the efficiency of quantum spatial search
• Graph learning under spectral sparsity constraints
• GraphCombEx: A Software Tool for Exploration of Combinatorial Optimisation Properties of Large Graphs
• Randomness criteria in binary visibility graph perspective
• Using Dedicated and Opportunistic Networks in Synergy for a Cost-effective Distributed Stream Processing Platform
• A random model of publication activity
• Greed is Good for Deterministic Scale-Free Networks
• Effect of lockdown interventions to control the COVID-19 epidemic in India
• Communities and Patterns of Scientific collaboration
• Two Cumulative Distributions For Scale-freeness of Dynamic Networks
• Teaching Network Traffic Matrices in an Interactive Game Environment
• Scalable distributed service migration via Complex Networks Analysis
• Analyzing the Social Structure and Dynamics of E-mail and Spam in Massive Backbone Internet Traffic
• On religion and language evolutions seen through mathematical and agent based models
• Partition Refinement of Component Interaction Automata: Why Structure Matters More Than Size
• Joint Estimation of the Non-parametric Transitivity and Preferential Attachment Functions in Scientific Co-authorship Networks
• Random Graph Generator for Bipartite Networks Modeling
• Correlation Dimension of Natural Language in a Statistical Manifold
• The NOESIS Network-Oriented Exploration, Simulation, and Induction System
• Degree and connectivity of the Internet's scale-free topology
• Neighborhood Growth Determines Geometric Priors for Relational Representation Learning
• Distributed Algorithm to Locate Critical Nodes to Network Robustness based on Spectral Analysis
• Optimal Vertex Cover for the Small-World Hanoi Networks
• Complexity in human transportation networks: A comparative analysis of worldwide air transportation and global cargo ship movements
• Predicting publication productivity for researchers: A latent variable model
• Towards the characterization of individual users through Web analytics
• The Infinity Mirror Test for Analyzing the Robustness of Graph Generators
• Link Biased Strategies in Network Formation Games
• The Physics of Fun: Quantifying Human Engagement into Playful Activities
• Sparse Recovery with Graph Constraints: Fundamental Limits and Measurement Construction
• How fair is an equitable distribution?
• Synchronization in Complex Networks: a Comment on two recent PRL papers
• Structural Diversity and Homophily: A Study Across More than One Hundred Big Networks
• Incremental Learning with Accuracy Prediction of Social and Individual Properties from Mobile-Phone Data
• Tsallis mapping in growing complex networks with fitness
• Exploring the role of talent and luck in getting success
• From homogeneous to heterogeneous network alignment via colored graphlets
• A short-ranged memory model with preferential growth
• Non-monotonic dependence on disorder in biased diffusion on small-world networks
• Improving Latent User Models in Online Social Media
• Analyses of a Virtual World
• Structural instability of large-scale functional networks
• Network approach towards understanding the crazing in glassy amorphous polymers
• Heavy-Tailed Distribution of the Number of Papers within Scientific Journals
• Transient dynamics for sequence processing neural networks: effect of degree distributions
• Solvable Metric Growing Networks
• Spatial patterns of random walkers under evolution of the attractiveness: persistent nodes, degree distribution, and spectral properties
• Time Is of the Essence: Analyzing the Effect of Vertex-Joining Time on Complex Network Evolution
• Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs
• Self-organization of the Sound Inventories: Analysis and Synthesis of the Occurrence and Co-occurrence Networks of Consonants
• Multidomain Evolutionary Optimization on Combinatorial Problems in Complex Networks
• Bias reduction in traceroute sampling: towards a more accurate map of the Internet
• Efficiency of navigation in indexed networks
• A fast multilevel algorithm for graph clustering and community detection
• Emergence of Spontaneous Order Through Neighborhood Formation in Peer-to-Peer Recommender Systems
• A network model for the propagation of Hepatitis C with HIV co-infection
• Collaboration and followership: a stochastic model for activities in social networks
• Diffusion dynamics and synchronizability of hierarchical products of networks
• Intelligence gathering by capturing the social processes within prisons
• How a minority can win: Undemocratic outcomes in a simple model of voter turnout
• Commutative Monoid Formalism for Weighted Coupled Cell Networks and Invariant Synchrony Patterns
• Broadcasting induced colourings of random recursive trees and preferential attachment trees
• Statistical Inference in Parametric Preferential Attachment Trees
• Unusual percolation in simple small-world networks
• Stochasticity of infectious outbreaks and consequences for optimal interventions
• Network-based analysis of fluid flows: Progress and outlook
• Rigidity and flexibility in protein-protein interaction networks: a case study on neuromuscular disorders
• From the Grid to the Smart Grid, Topologically
• Node seniority ranking
• Effectiveness of Alter Sampling in Social Networks
• Hidden Tree Structure is a Key to the Emergence of Scaling in the World Wide Web
• Agent-based simulations of China inbound tourism network
• The spark of synchronization in heterogeneous networks of chaotic maps
• A Social Network Analysis of Articles on Social Network Analysis
• The dual-Barabási-Albert model
• Analytical approach to the generalized friendship paradox in networks with correlated attributes
• Learning Multi-Attribute Differential Graphs with Non-Convex Penalties
• Do language change rates depend on population size?
• Distinct Degrees and Their Distribution in Complex Networks
• Graph spectra as a systematic tool in computational biology
• Malleability of complex networks
• A Deep Latent Space Model for Graph Representation Learning
• Reliability of optimal linear projection of growing scale-free networks
• The degree Gini index of several classes of random trees and their poissonized counterparts---an evidence for a duality theory
• Co-Membership-based Generic Anomalous Communities Detection
• Efficient Network Generation Under General Preferential Attachment
• NetEvo: A computational framework for the evolution of dynamical complex networks
• Co-evolution of networks and quantum dynamics: a generalization of preferential attachment
• Modeling citation networks based on vigorousness and dormancy
• Influence of media on collective debates
• D-chain tomography of networks: a new structure spectrum and an application to the SIR process
• Dynamic Silos: Increased Modularity in Intra-organizational Communication Networks during the Covid-19 Pandemic
• Heterogeneous nucleation on complex networks with mobile impurities
• An Analysis of Bug Distribution in Object Oriented Systems
• A Preferential Attachment Process Approaching the Rado Graph
• The network structure of mathematical knowledge according to the Wikipedia, MathWorld, and DLMF online libraries
• Universality of competitive networks for weighted networks
• Far-reaching consequences of trait preferences for animal social network structure and function
• Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning
• Global Internet public peering capacity of interconnection: a complex network analysis
• Hub-collision avoidance and leaf-node options algorithm for fractal dimension and renormalization of complex networks
• A Wasserstein Graph Distance Based on Distributions of Probabilistic Node Embeddings
• Fitness-driven deactivation in network evolution
• Competing contact processes on homogeneous networks with tunable clusterization
• Differential Co-Abundance Network Analyses for Microbiome Data Adjusted for Clinical Covariates Using Jackknife Pseudo-Values
• Phase transition in the controllability of temporal networks
• Word frequency-rank relationship in tagged texts
• Nodal statistics-based equivalence relation for graph collections
• Likelihood-based Inference for Partially Observed Epidemics on Dynamic Networks
• Quantum magnetism on small-world networks
• Identifiability and consistency of network inference using the hub model and variants
• The sharp threshold for jigsaw percolation in random graphs
• Reverse Engineering Gene Interaction Networks Using the Phi-Mixing Coefficient
• The Power of Local Information in Social Networks
• Dynamics of center-periphery patterns in knowledge networks - the case of China's biotech science and technology system
• About Weighted Random Sampling in Preferential Attachment Models
• The effect of distant connections on node anonymity in complex networks
• Robust Dynamic Network Embedding via Ensembles
• Homophily and Triadic Closure in Evolving Social Networks
• Nearest-neighbour directed random hyperbolic graphs
• Benders decomposition algorithms for minimizing the spread of harmful contagions in networks
• When Can Liquid Democracy Unveil the Truth?
• Small world is not enough: Criteria for network choice and conclusiveness of simulations
• Classical and Quantum Random Walks to Identify Leaders in Criminal Networks
• Information Theoretic Approach to Social Networks
• Rank-based attachment leads to power law graphs
• Ecole: A Library for Learning Inside MILP Solvers
• Stability of the World Trade Web over Time - An Extinction Analysis
• The degree distribution and the number of edges between nodes of given degrees in directed scale-free graphs
• The Census-Stub Graph Invariant Descriptor
• Interplay of network structure and talent configuration on wealth dynamics
• A partial knowledge of friends of friends speeds social search
• Kollaps: Decentralized and Dynamic Topology Emulation
• Degree-layer theory of network topology
• Maintaining Ferment: On Opinion Control Over Social Networks
• Degrees and distances in random and evolving Apollonian networks
• Non-equilibrium random walks on multiplex networks
• Heuristics for Link Prediction in Multiplex Networks
• Ad-hoc Limited Scale-Free Models for Unstructured Peer-to-Peer Networks
• Formation of trade networks by economies of scale and product differentiation
• Transforming Graph Representations for Statistical Relational Learning
• On the Degree Distribution of Faulty Peer-to-Peer Overlays
• Bibliometric Perspectives on Medical Innovation using the Medical Subject Headings (MeSH) of PubMed
• Spectral Design of Dynamic Networks via Local Operations
• Lowest Degree Decomposition of Complex Networks
• Continuum rich-get-richer processes: Mean field analysis with an application to firm size
• Network Growth with Feedback
• Link-Space and Network Analysis
• Mixture Models and Networks -- Overview of Stochastic Blockmodelling
• Phase Transition on The Degree Sequence of a Mixed Random Graph Process
• Anti-correlation network among China A-shares
• The hidden architecture of connections: How do multidimensional identities shape our social networks?
• A Simple Model of Scale-free Networks Driven by both Randomness and Adaptability
• Measuring Network Robustness by Average Network Flow
• The darkweb: a social network anomaly
• Cooperation on Social Networks and Its Robustness
• How individual behaviors drive inequality in online community sizes: an agent-based simulation
• On The Critical Packet Injection Rate Of A Preferential Next-Nearest Neighbor Routing Traffic Model On Barabasi-Albert Networks
• Partial Correlation Estimation by Joint Sparse Regression Models
• SOS -- Self-Organization for Survival: Introducing fairness in emergency communication to save lives
• Graph Degree Heterogeneity Facilitates Random Walker Meetings
• Average shortest-path length in word-adjacency networks: Chinese versus English
• A decaying factor accounts for contained activity in neuronal networks with no need of hierarchical or modular organization
• Emergence of Multivariate Extremes in Multilayer Inhomogeneous Random Graphs
• Spatiotemporal large-scale networks shaped by air mass movements
• Mathematical Analysis of Nonlocal PDEs for Network Generation
• Advanced machine learning informatics modeling using clinical and radiological imaging metrics for characterizing breast tumor characteristics with the OncotypeDX gene array
• Relevance of the minimum degree to dynamic fluctuation in strongly heterogeneous networks
• Size Dependent Growth in Metabolic Networks
• An effective local routing strategy on the BA network
• Spectral Estimation of Conditional Random Graph Models for Large-Scale Network Data
• Inductive inference of gradient-boosted decision trees on graphs for insurance fraud detection
• Identifying Asymptomatic Nodes in Network Epidemics using Graph Neural Networks
• A New Clustering Algorithm Based Upon Flocking On Complex Network
• Explosive Synchronization in Multilayer Dynamically Dissimilar Networks
• Characterizing several properties of high-dimensional random Apollonian networks
• Reconstruction of multiplex networks with correlated layers
• Modelling Multi-Trait Scale-free Networks by Optimization
• Modeling Risk Perception in Networks with Community Structure
• Fast Algorithms for Game-Theoretic Centrality Measures
• Leveraging Evolution Dynamics to Generate Benchmark Complex Networks with Community Structures
• Sorting in Networks: Adversity and Structure
• Dynamic scaling and universality in evolution of fluctuating random networks
• A remark on the BA model of scale-free networks
• Algorithms for Generating Large-scale Clustered Random Graphs
• Searchability of central nodes in networks
• Copy Number Variants and Segmental Duplications Show Different Formation Signatures
• Larger holes as narrower degree distributions in complex networks
• Two-level relationships and Scale-Free Networks
• Homophyly Networks -- A Structural Theory of Networks
• Truss-based Structural Diversity Search in Large Graphs
• Deductive Way of Reasoning about the Internet AS Level Topology
• Evolving nature of human contact networks with its impact on epidemic processes
• How network properties and epidemic parameters influence stochastic SIR dynamics on scale-free random networks
• Bose-Einstein Condensation in Satisfiability Problems
• Network connectivity optimization: An evaluation of heuristics applied to complex networks and a transportation case study
• Scaling exponents and phase separation in a nonlinear network model inspired by the gravitational accretion
• Active Network Alignment: A Matching-Based Approach
• Multiple dynamical time-scales in networks with hierarchically nested modular organization
• Nonequilibrium phase transitions in a racism-spreading model with interaction-driven dynamics
• Dispersal-induced destabilization of metapopulations and oscillatory Turing patterns in ecological networks
• Entropy production and fluctuation theorems on complex networks
• Stabilization of biodiversity in the coevolutionary rock-paper-scissors game on complex networks
• DTW-MIC Coexpression Networks from Time-Course Data
• Maximizing Influence with Graph Neural Networks
• Complex Dependencies in Large Software Systems
• Enhancing network transmission capacity by efficiently allocating node capability
• Information Spreading Dynamics on Adaptive Social Networks
• Deconfounded Score Method: Scoring DAGs with Dense Unobserved Confounding
• On Population-Based Algorithms for Distributed Constraint Optimization Problems
• Degree-preserving graph dynamics -- a versatile process to construct random networks
• A Cascading Failure Model by Quantifying Interactions
• Knowledge Consensus in complex networks: the role of learning
• Adaptive Similarity Function with Structural Features of Network Embedding for Missing Link Prediction
• Computational Human Dynamics
• Flocking dynamics mediated by weighted social networks
• Evolution of Real-world Hypergraphs: Patterns and Models without Oracles
• Individual Fairness for Social Media Influencers
• GoT-WAVE: Temporal network alignment using graphlet-orbit transitions
• A Continuous Opinion Dynamic Model in Co-evolving Networks--A Novel Group Decision Approach
• Provable Security of Networks
• Optimal paths on the road network as directed polymers
• Ride Sharing and Dynamic Networks Analysis
• The damage inflicted by a computer virus: A new estimation method
• Interaction Effects on the Size Distribution in a Growth Model
• Diffusion of new products with recovering consumers
• Network growth with preferential attachment and without "rich get richer" mechanism
• EGBTER: Capturing degree distribution, clustering coefficients, and community structure in a single random graph model
• A local algorithm and its percolation analysis of bipartite $z$-matching problem
• Mapping (USPTO) Patent Data using Overlays to Google Maps
• Catching homologies by geometric entropy
• Node Overlap Removal Algorithms: A Comparative Study
• On World Religion Adherence Distribution Evolution
• Consistent Estimation in General Sublinear Preferential Attachment Trees
• Are all Social Networks Structurally Similar? A Comparative Study using Network Statistics and Metrics
• Edge corona product as an approach to modeling complex simplical networks
• Metropolis-Hastings Algorithms for Estimating Betweenness Centrality in Large Networks
• Random networks with sublinear preferential attachment: Degree evolutions
• CABeRNET: a Cytoscape app for Augmented Boolean models of gene Regulatory NETworks
• The emerging field of language dynamics
• Assessing the risk of advanced persistent threats
• Arbitrage-free exchange rate ensembles over a general trade network
• Structure and robustness of Sao Paulo public transport network
• Impact and Productivity of PhD Graduates of Computer Science/Engineering Departments of Hellenic Universities
• Graph-based Security and Privacy Analytics via Collective Classification with Joint Weight Learning and Propagation
• Effect of Degree Distribution on Evolutionary Search
• Uncovering hidden flows in physical networks
• Trust and Partner Selection in Social Networks: An Experimentally Grounded Model
• Sampling Online Social Networks by Random Walk with Indirect Jumps
• Measuring complexity
• Perfect matchings and Hamilton cycles in uniform attachment graphs
• Extended corona product as an exactly tractable model for weighted heterogeneous networks
• Cross-frequency interactions during diffusion on complex brain networks are facilitated by scale-free properties
• Stratified economic exchange on networks
• Modeling Graphs Using a Mixture of Kronecker Models
• Extreme Value Modelling of Feature Residuals for Anomaly Detection in Dynamic Graphs
• Robust sparse Gaussian graphical modeling
• Clique-based Method for Social Network Clustering
• Signed Node Relevance Measurements
• Evolution of cooperation in networks with well-connected cooperators
• Prediction Of Arrival Of Nodes In A Scale Free Network
• Interaction between cluster synchronization and epidemic spread in community networks
• Referenced Publication Years Spectroscopy applied to iMetrics: Scientometrics, Journal of Informetrics, and a relevant subset of JASIST
• Communication on structure of biological networks
• Representation Learning for Scale-free Networks
• Modified Lomax Model: A heavy-tailed distribution for fitting large-scale real-world complex networks
• Citations versus expert opinions: Citation analysis of Featured Reviews of the American Mathematical Society
• Representing Big Data as Networks: New Methods and Insights
• The Local Emergence and Global Diffusion of Research Technologies: An Exploration of Patterns of Network Formation
• A Time-Varying Complex Dynamical Network Model And Its Controlled Synchronization Criteria
• Interventions with Inversity in Unknown Networks Can Help Regulate Contagion
• Empirically Classifying Network Mechanisms
• On Exploiting Hotspot and Entropy for Data Forwarding in Delay Tolerant Networks
• Identifying collusion groups using spectral clustering
• Incentivized Bandit Learning with Self-Reinforcing User Preferences
• On the scale-free nature of RNA secondary structure networks
• Fixation dynamics on multilayer networks
• Being Rational or Aggressive? A Revisit to Dunbar's Number in Online Social Networks
• Incentivized Network Dynamics in Digital Job Recruitment
• Modelling Complex Networks: Cameo Graphs And Transport Processes
• Synchronization of Coupled Chaotic Dynamics on Networks
• Priority Attachment: a Comprehensive Mechanism for Generating Networks
• Flux of information in scale-free networks
• Betweenness Centrality as a Driver of Preferential Attachment in the Evolution of Research Collaboration Networks
• Modeling the Structure and Dynamics of the Consonant Inventories: A Complex Network Approach
• The Evolution of the Cuban HIV/AIDS Network
• Optimizing Treatment Allocation in the Presence of Interference
• Methods of Adaptive Signal Processing on Graphs Using Vertex-Time Autoregressive Models
• Network analysis of protein dynamics
• Concentration inequalities from monotone couplings for graphs, walks, trees and branching processes
• Local phase transitions in a model of multiplex networks with heterogeneous degrees and inter-layer coupling
• Opinions within Media, Power and Gossip
• Scaling in simple continued fraction
• Phase Model with Feedback Control for Power Grids
• Target-based Distributionally Robust Minimum Spanning Tree Problem
• Classification of infrastructure networks by neighborhood degree distribution
• Navigation by anomalous random walks on complex networks
• LUEM : Local User Engagement Maximization in Networks
• Parallel Shortest-Paths Using Radius Stepping
• Structure of a media co-occurrence network
• Collaboration in computer science: a network science approach. Part II
• When can networks be inferred from observed groups?
• Effects of long-range links on metastable states in a dynamic interaction network
• Tracking Infection Diffusion in Social Networks: Filtering Algorithms and Threshold Bounds
• The GECo algorithm for Graph Neural Networks Explanation
• Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back
• Sparsity Measure of a Network Graph: Gini Index
• On the Efficiency of Data Representation on the Modeling and Characterization of Complex Networks
• Parallel Algorithms for Core Maintenance in Dynamic Graphs
• Control core of undirected complex networks
• Multilateration of Random Networks with Community Structure
• Nature of the global fluctuations in the spherical model at criticality
• Statistical model selection methods applied to biological networks
• Fast counting of medium-sized rooted subgraphs
• Random geometric complexes and graphs on Riemannian manifolds in the thermodynamic limit
• Fault Tolerance of Random Graphs with respect to Connectivity: Mean-field Approximation for Semi-dense Random Graphs
• Universality of Top Rank Statistics for Brownian Reshuffling
• A resource- and computationally-efficient protocol for multipartite entanglement distribution in Bell-pair networks
• Hybrid complex network topologies are preferred for component-subscription in large-scale data-centres
• Computing Steiner Trees using Graph Neural Networks
• Combined MEG and fMRI Exponential Random Graph Modeling for inferring functional Brain Connectivity
• Simple and Efficient Local Codes for Distributed Stable Network Construction
• Probing the robustness of nested multi-layer networks
• Entropy and Hausdorff Dimension in Random Growing Trees
• Estimating transmission noise on networks from stationary local order
• A Compounded Burr Probability Distribution for Fitting Heavy-Tailed Data with Applications to Biological Networks
• Growing Attributed Networks through Local Processes
• Universal Knowledge Discovery from Big Data: Towards a Paradigm Shift from 'Knowledge Discovery' to 'Wisdom Discovery'
• Emergence of network communities driven by local rules
• Harmonic structures of Beethoven quartets: a complex network approach
• Hybrid evolving clique-networks and their communicability
• Generalization of Effective Conductance Centrality for Egonetworks
• Synchronization of an evolving complex hyper-network
• Learning the Latent State Space of Time-Varying Graphs
• Network Refinement: A unified framework for enhancing signal or removing noise of networks
• (Machine) Learning to Improve the Empirical Performance of Discrete Algorithms
• DAG-type Distributed Ledgers via Young-age Preferential Attachment
• An extremal problem: How small scale-free graph can be
• Predicting kills in Game of Thrones using network properties
• The degree distribution and the number of edges between nodes of given degrees in the Buckley-Osthus model of a random web graph
• Multi-fractal analysis of weighted networks
• From flip processes to dynamical systems on graphons
• Scalable Graph Algorithms
• The Impact of External Events on the Emergence of Social Herding of Economic Sentiment
• Dynamical complexity in the perception-based network formation model
• Complex networks of interacting stochastic tipping elements: cooperativity of phase separation in the large-system limit
• Growing Networks with Super-Joiners
• Gextext: Disease Network Extraction from Biomedical Literature
• A Complex Network Analysis on The Eigenvalue Spectra of Random Spin Systems
• Probability-turbulence divergence: A tunable allotaxonometric instrument for comparing heavy-tailed categorical distributions
• DANCE: A Framework for the Distributed Assessment of Network Centralities
• PenPC: A Two-step Approach to Estimate the Skeletons of High Dimensional Directed Acyclic Graphs
• Fractional networks, the new structure
• Percolation in a hierarchical random graph
• On the effect of memory on the Prisoner's Dilemma game in correlated networks
• Growing a Network on a Given Substrate
• Evolution of citation networks with the hypergraph formalism
• Maximum Leaf Spanning Trees of Growing Sierpinski Networks Models
• On the Power of Edge Independent Graph Models
• Non-Markovian Character in Human Mobility: Online and Offline
• Data reliability in complex directed networks
• A Quantitative Neural Coding Model of Sensory Memory
• Scale-free percolation in continuum space: quenched degree and clustering coefficient
• Coherence in complex networks of oscillators
• Cluster-based network modeling -- automated robust modeling of complex dynamical systems
• Awaking and Sleeping a Complex Network
• Explosiveness of Age-Dependent Branching Processes with Contagious and Incubation Periods
• Adaptive Diffusion Processes of Time-Varying Local Information on Networks
• Joint Vertex Degrees in an Inhomogeneous Random Graph Model
• Interactions Among Agent Variables and Evolution of Social Clusters
• Inference in Linear Dyadic Data Models with Network Spillovers
• Structural insulators and promotors in networks under generic problem-solving dynamics
• Functional geometry of protein-protein interaction networks
• Monte Carlo Techniques for Approximating the Myerson Value -- Theoretical and Empirical Analysis
• Maximum likelihood estimation of burst-merging kernels for bursty time series
• Coevolution of a network and perception
• Probabilistic Network Metrics: Variational Bayesian Network Centrality
• Multilayer Complex Network Descriptors for Color-Texture Characterization
• Unveiling connectivity patterns of railway timetables through complex network theory and Infomap clustering
• Hierarchical route to the emergence of leader nodes in real-world networks
• Streaming regularization parameter selection via stochastic gradient descent
• Synchronization Stability of Coupled Near-Identical Oscillator Network
• Analytic description of adaptive network topologies in steady state
• A discount strategy in word-of-mouth marketing and its assessment
• A Hybrid Graph-drawing Algorithm for Large, Naturally-clustered, Disconnected Graphs
• Bitcoin Double-Spending Attack Detection using Graph Neural Network
• The Laplacian Spectra of Graphs and Complex Networks
• A Game Theoretic Model for the Formation of Navigable Small-World Networks --- the Tradeoff between Distance and Reciprocity
• Missing data in multiplex networks: a preliminary study
• Modeling Transitivity in Complex Networks
• Stationary States of a Random Copying Mechanism over a Complex Networks
• Competition Between Homophily and Information Entropy Maximization in Social Networks
• Global decomposition of networks into multiple cores formed by local hubs
• Taylor's power law for the $N$-stars network evolution model
• An Expectation Maximization Framework for Yule-Simon Preferential Attachment Models
• On the Degree Distribution of Pólya Urn Graph Processes
• Effects of topological structure and destination selection strategies on agent dynamics in complex networks
• Walk, Not Wait: Faster Sampling Over Online Social Networks
• Network Structure, Self-Organization and the Growth of International Collaboration in Science
• Emergence of scale-free behavior in networks from limited-horizon linking and cost trade-offs
• The Wedge Picking Model: A dynamic graph model based on triadic closure
• Directed preferential attachment models
• Inferring urban social networks from publicly available data
• Contour polygonal approximation using shortest path in networks
• A Survey of Evolving Models for Weighted Complex Networks based on their Dynamics and Evolution
• Sparse Recovery with Graph Constraints
• Nonparametric regression for multiple heterogeneous networks
• Analysis of the Web Graph Aggregated by Host and Pay-Level Domain
• Global hierarchy vs. local structure: spurious self-feedback in scale-free networks
• Large Language Models for Few-Shot Named Entity Recognition
• Power of individuals -- Controlling centrality of temporal networks
• Spectral properties of unimodular lattice triangulations
• Statistical Network Analysis for Functional MRI: Summary Networks and Group Comparisons
• Relative Canonical Network Ensembles -- (Mis)characterizing Small-World Networks
• Impact of local information in growing networks
• A central limit theorem for the number of isolated vertices in a preferential attachment random graph
• Long division unites - long union divides, a model for social network evolution
• Maximum Entropy Models of Shortest Path and Outbreak Distributions in Networks
• Determining Distributions of Security Means for WSNs based on the Model of a Neighbourhood Watch
• Entropy Maximization as a Holistic Design Principle for Complex Optimal Networks and the Emergence of Power Laws
• Generating Preferential Attachment Graphs via a Pólya Urn with Expanding Colors
• Nonextensive analysis on the local structure entropy of complex networks
• Measure the similarity of nodes in the complex networks
• Mean-Field and Non-Mean-Field Behaviors in Scale-free Networks with Random Boolean Dynamics
• Phase synchronization of coupled bursting neurons and the generalized Kuramoto model
• Scale-Free Exponents of Resting State provide a Biomarker for Typical and Atypical Brain Activity
• Chaotic, informational and synchronous behaviour of multiplex networks
• Adversarial control of synchronization in complex oscillator networks
• 2D pattern evolution constrained by complex network dynamics
• On the categorization of scientific citation profiles in computer sciences
• Evolutionary Dynamics of Complex Networks: Theory, Methods and Applications
• Statistical Network Topology for Crisis Informetrics
• Jigsaw Percolation on Erdos-Renyi Random Graphs
• Computing well-balanced spanning trees of unweighted networks
• Superprocesses as models for information dissemination in the Future Internet
• Can epidemic models describe the diffusion of topics across disciplines?
• Dynamical systems analysis of stack filters
• Performance of Random Walks in One-Hop Replication Networks
• Fast generation of simple directed social network graphs with reciprocal edges and high clustering
• Spectra of Modular Random Graphs
• Likelihood-based Inference for Random Networks with Changepoints
• On the asymptotic behaviour of a dynamic version of the Neyman contagious point process
• On the Predictability of Utilizing Rank Percentile to Evaluate Scientific Impact
• Nonparametric estimation of the preferential attachment function from one network snapshot
• Large independent sets in recursive Markov random graphs
• Threshold-based Network Structural Dynamics
• Impact of Random Failures and Attacks on Poisson and Power-Law Random Networks
• Fragility of non-convergence in preferential attachment graphs with three types
• Symptoms of complexity in a tourism system
• Asymptotic normality of degree counts in a general preferential attachment model
• Social Diffusion Sources Can Escape Detection
• The S-metric, the Beichl-Cloteaux approximation, and preferential attachment
• Memory-cognizant generalization to Simon's random-copying neutral model
• How Agreement and Disagreement Evolve over Random Dynamic Networks
• The Stochastic Geometry Analyses of Cellular Networks with α-Stable Self-Similarity
• A Stochastic Model for Quantitative Security Analyses of Networked Systems
• Network Growth via Preferential Attachment based on Prisoner's Dilemma Game
• Games on graphs: A minor modification of payoff scheme makes a big difference
• Participation costs dismiss the advantage of heterogeneous networks in evolution of cooperation
• Entropy of random graph ensembles constrained with generalised degrees
• Rediscovering the Co-occurrence Principles of Vowel Inventories: A Complex Network Approach
• Simple model of market share dynamics based on clients' firm-switching decisions
• New Challenges in Cellular Automata Due to Network Geometry - Ferromagnetic Transition Study
• PhD dissertation to infer multiple networks from microbial data
• Sampling distributions and estimation for multi-type Branching Processes
• Using Ensemble Analysis to study the effects of Network Topology on Performance in Urban Road Networks
• Evolution of a modified binomial random graph by agglomeration
• Sublinear Column-wise Actions of the Matrix Exponential on Social Networks
• Citations, Sequence Alignments, Contagion, and Semantics: On Acyclic Structures and their Randomness
• Efficient Approximation Algorithms for Optimal Large-scale Network Monitoring
• Power law dynamics in genealogical graphs
• A New Perspective of Graph Data and A Generic and Efficient Method for Large Scale Graph Data Traversal
• Adaptive Push-Then-Pull Gossip Algorithm for Scale-free Networks
• Simulating the Influence of Collaborative Networks on the Structure of Networks of Organizations, Employment Structure, and Organization Value
• Predatory trading and risk minimisation: how to (b)eat the competition
• Dissimilarity between synchronization processes on networks
• NC-MOPSO: Network centrality guided multi-objective particle swarm optimization for transport optimization on networks
• Community Structures Are Definable in Networks, and Universal in Real World
• Dimensions, Structures and Security of Networks
• Homophyly and Randomness Resist Cascading Failure in Networks
• Heavy-tails in economic data: fundamental assumptions, modelling and analysis
• A Mixed-Membership Model for Social Network Clustering
• Zero forcing number of graphs with a power law degree distribution
• Dynamic Network Formation with Incomplete Information
• Diversity and Social Network Structure in Collective Decision Making: Evolutionary Perspectives with Agent-Based Simulations
• Evidence of Self-Organization in Time Series of Capital Markets
• Uncovering Patterns of Participant-Invariant Influence in Networks
• Community Structures Are Definable in Networks: A Structural Theory of Networks
• Frustrated Random Walks: A Fast Method to Compute Node Distances on Hypergraphs
• Universal scaling hypothesis of quantum spatial search in complex networks
• Centrality of shortest paths: Algorithms and complexity results
• Linked by Loops: Network Structure and Switch Integration in Complex Dynamical Systems
• Exploring the space of graphs with fixed discrete curvatures
• Studying the Emerging Global Brain: Analyzing and Visualizing the Impact of Co-Authorship Teams
• The Wisdom and Persuadability of Threads
• Recommendation Fairness in Social Networks Over Time
• Looking for grass-root sources of systemic risk: the case of "cheques-as-collateral" network
• Optimizing Graph Structure for Targeted Diffusion
• A Dynamical Approach to Efficient Eigenvalue Estimation in General Multiagent Networks
• Statistical physics of social networking
• PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction
• Complex network classification using partially self-avoiding deterministic walks
• Investigating Estimated Kolmogorov Complexity as a Means of Regularization for Link Prediction
• Scale-free spanning trees: complexity, bounds and algorithms
• Understanding following patterns among high-performance athletes
• Workgroup Mapping: Visual Analysis of Collaboration Culture
• Potential Distribution on Random Electrical Networks
• Towards Understanding Link Predictor Generalizability Under Distribution Shifts
• Membership(s) and compliance(s) with class-based graphs
• Renormalization and small-world model of fractal quantum repeater networks
• Network growth under opportunistic attachment
• Achieving Small World Properties using Bio-Inspired Techniques in Wireless Networks
• Statistical analysis of weighted networks
• Coping with Physical Attacks on Random Network Structures
• Universal emergence of local Zipf-Mandelbrot law
• Spatio-Temporal Graphical Counterfactuals: An Overview
• The Decentralized Structure of Collective Attention on the Web
• Non-random walks in monkeys and humans
• Structural properties and average tapping time on scale-free graphs with smallest diameter
• A Structural Feature-Based Approach for Comprehensive Graph Classification
• Towards a Quantitative Theory of Digraph-Based Complexes and its Applications in Brain Network Analysis
• On the Mixing Time of Geographical Threshold Graphs
• An egonet-based approach to effective weighted network comparison
• Novel Synchronization of Pulse-Coupled Oscillators on Time-Varying Networks
• Harris-Luck criterion in the plateau transition of the Integer Quantum Hall Effect
• On the shape of Gaussian scale-free polymer networks
• Structural Changes and Percolation Transition in Networks after Aging Processes
• Density-dependent stochastic resetting: a large deviations framework for achieving target distributions over networks
• Natural growth model of weighted complex networks
• Hierarchical graph sampling based minibatch learning with chain preservation and variance reduction
• Universality classes in the time evolution of epidemic outbreaks on complex networks
• Fractional stochastic model of citation dynamics with memory and volatility
• Fully personalized PageRank and algebraic methods to distribute a random walker
• Analyzing Neural Networks Based on Random Graphs
• Optimal Resource Allocation for Dynamic Product Development Process via Convex Optimization
• Graph Neural Networks Based Analog Circuit Link Prediction
• Machine Learning-assisted High-speed Combinatorial Optimization with Ising Machines for Dynamically Changing Problems
• Market, power, gift, and concession economies: Comparison using four-mode primitive network models
• Defining and finding lifelike entities with a lazy filter
• Uncovering nodes that spread information between communities in social networks
• On Cycles in the Transcription Network of Saccharomyces cerevisiae
• Perturbed and Permuted: Signal Integration in Network-Structured Dynamic Systems
• Extended Yard Sale model of wealth distribution on Erdős-Rényi random networks
• Unveiling hidden features of the Kitaev model through a complex-network analysis
• Discerning media bias within a network of political allies: an analytic condition for disruption by partisans
• Superbubbles as an Empirical Characteristic of Directed Networks
• The effect of preferential node deletion on the structure of networks that evolve via preferential attachment
• Predicting Graph Structure via Adapted Flux Balance Analysis
• How Complex is a Complex Network? Insights from Linear Systems Theory
• Application Placement with Constraint Relaxation
• Coexistence of Social Norms based on In- and Out-group Interactions
• Evanescent random walker on networks: Hitting times, budget renewal, and survival dynamics
• Application of discrete Ricci curvature in pruning randomly wired neural networks: A case study with chest x-ray classification of COVID-19
• Structured Interactions Drive Abrupt Transitions in the Spatial Organization of Microbial Communities
• Interacting many-body non-Hermitian systems as Markov chains
• Characterizing network topology using first-passage analysis
• Network Inequality through Preferential Attachment, Triadic Closure, and Homophily
• Complete asymptotic type-token relationship for growing complex systems with inverse power-law count rankings
• Synchronization of Weak Signals in Dynamic Systems
• Integrating granular data into a multilayer network: an interbank model of the euro area for systemic risk assessment
• Internal links and pairs as a new tool for the analysis of bipartite complex networks
• Evoking complex neuronal networks by stimulating a single neuron
• Nonmonotonic percolation threshold in correlated networks and hypergraphs
• Routing Entanglement in Complex Quantum Networks Using GHZ States
• An Analysis of Optimal Link Bombs
• Analytical foundation for adversarial synchronization control in oscillator networks
• Modeling Protein Contact Networks
• A Collaboration Network Model Of Cytokine-Protein Network
• On the Strength of Connectivity of Inhomogeneous Random K-out Graphs
• Spectral bandits for smooth graph functions with applications in recommender systems
• Irregular Metamaterial Networks
• An Empirical Study of Immune System Based On Bipartite Network
• Heterogeneous Network Topology Induces the Widom Line
• Evolutionary dynamics of collective decision-making with local social influence on static and dynamic networks
• Epidemic Transmission Modelling on the Birth-death Evolving Network with Indirect Contacts
• Auto-encoding brain networks with applications to analyzing large-scale brain imaging datasets
• The Dyson Minds 2025 Workshop: SETI around Black Holes
• A scaling limit for the degree distribution in sublinear preferential attachment schemes
• Spectral analysis of communication networks using Dirichlet eigenvalues
• Random graph models of communication network topologies
• Quantifying scale-free behaviors in Rock-Paper-Scissors Models as a function of Mobility
• Generative Temporal Link Prediction via Self-tokenized Sequence Modeling
• Multi-Attribute Graph Estimation with Sparse-Group Non-Convex Penalties
• Annealed mean-field epidemiological model on scale-free networks with a mitigating factor
• CUQ-GNN: Committee-based Graph Uncertainty Quantification using Posterior Networks
• Econometric Models of Network Formation
• A Model for Collaboration Networks Giving Rise to a Power Law Distribution with an Exponential Cutoff
• Quasirandom Rumor Spreading
• The effect of network structure on innovation initiation process: an evolutionary dynamics approach
• Vertices of high degree in the preferential attachment tree
• Distinguishing subsampled power laws from other heavy-tailed distributions
• The gift of gab: probing the limits of dynamic concentration-sensing across a network of communicating cells
• From topological analyses to functional modeling: the case of hippocampus
• Evolution of grammatical forms: some quantitative approaches
• Networks' modulation: How different structural network properties affect the global synchronization of coupled Kuramoto oscillators
• Analysis of a Model for Generating Weakly Scale-free Networks
• One Node at a Time: Node-Level Network Classification
• Spreading processes in "post-epidemic" environments. II. Safety patterns on scale-free networks
• The Gompertz Growth of COVID-19 Outbreaks is Caused by Super-Spreaders
• Complex network growth model: Possible isomorphism between nonextensive statistical mechanics and random geometry
• Differentially Private Link Prediction With Protected Connections
• The Truth about Power Laws: Theory and Reality
• The strategy of survival for a competition between normal and anomalous diffusion
• An integrated model of traffic, geography and economy in the Internet
• Your Tribe Decides Your Vibe: Analyzing Local Popularity in the US Patent Citation Network
• A stylised view on structural and functional connectivity in dynamical processes in networks
• Exploring the Disproportion Between Scientific Productivity and Knowledge Amount
• A Cluster Model for Growth of Random Trees
• Memory effects on link formation in temporal networks: A fractional calculus approach
• Growth Dynamics of Value and Cost Trade-off in Temporal Networks
• Quality-Quantity Trade-offs in Tests for Management of COVID-19-like Epidemics
• An efficient parallel block coordinate descent algorithm for large-scale precision matrix estimation using graphics processing units
• Cumulative structure and path length in networks of knowledge
• Nonlinear Matrix Approximation with Radial Basis Function Components
• Stochastic modeling of scientific impact
• Asynchronous Majority Dynamics in Preferential Attachment Trees
• Architecture Information Communication in Two OSS Projects: the Why, Who, When, and What
• A Survey on Role-Oriented Network Embedding
• Diseases on complex networks. Modeling from a database and a protection strategy proposal
• VisGraphNet: a complex network interpretation of convolutional neural features
• Synthesizing Brain-Network-Inspired Interconnections for Large-Scale Network-on-Chips
• How likely is a random graph shift-enabled?
• Graph Algorithms for Multiparallel Word Alignment
• Convex Formulation for Planted Quasi-Clique Recovery
• A C++ class for algebraic reliability computations
• An Efficient Procedure for Mining Egocentric Temporal Motifs
• Accessibility: A Generalization of the Node Degree (A Tutorial)
• Measuring multiple evolution mechanisms of complex networks
• Optimally Targeting Interventions in Networks during a Pandemic: Theory and Evidence from the Networks of Nursing Homes in the United States
• Steganography of Complex Networks
• Improve High Level Classification with a More Sensitive metric and Optimization approach for Complex Network Building
• Encounter networks from collective mitochondrial dynamics support the emergence of effective mtDNA genomes in plant cells
• SOAR: Minimizing Network Utilization with Bounded In-network Computing
• Gene regulatory network in single cells based on the Poisson log-normal model
• On the Controllability of Clustered Scale-Free Networks
• Cooperation dynamics of generalized reciprocity on complex networks
• Scale-free dynamics of somatic adaptability in immune system
• Information Source Detection with Limited Time Knowledge
• Growth of Random Trees by Leaf Attachment
• Nondiagonal Mixture of Dirichlet Network Distributions for Analyzing a Stock Ownership Network
• Characterizing the head of the degree distributions of growing networks
• The skewness of computer science
• A Model for Information Networks: Efficiency, Stability and Dynamics
• Evidence of a universal power law characterizing the evolution of metabolic networks
• Detection of network inhomogeneity by total neighbor degree
• Preferential attachment with fitness dependent choice
• Synchronization of coupled second-order Kuramoto-Sakaguchi oscillators
• Incomplete information in scale-free networks
• The Clustering Coefficient of a Scale-Free Random Graph
• Evolution of collective fairness in complex networks through degree-based role assignment
• Weak local limit of preferential attachment random trees with additive fitness
• Barabási-Albert random graph with multiple type edges with perturbation
• Identification of phases in scale-free networks
• Connectivity of ample, conic and random simplicial complexes
• Zipf's law for share price and company fundamentals
• Graph Metrics for Internet Robustness -- A Survey
• Efficient Sparse Artificial Neural Networks
• A Directed, Bi-Populated Preferential Attachment Model with Applications to Analyzing the Glass Ceiling Effect
• Some Combinatorial Problems in Power-law Graphs
• Complex network prediction using deep learning
• Analysis of a networked social algorithm for collective selection of a committee of representatives
• Growing Random Graphs with Quantum Rules
• A framework for simulating and estimating the state and functional topology of complex dynamic geometric networks
• Vertex degree distribution and arc endpoints degree distribution of graphs with a linear rule of preferential attachment and Pennock graphs
• A Self-organized model for network evolution
• COVID-19 Should be Suppressed by Mixed Constraints -- from Simulations on Constrained Scale-Free Networks
• Sky: Opinion Dynamics Based Consensus for P2P Network with Trust Relationships
• Birth-Burst in Evolving Networks
• Finite-time influence systems and the Wisdom of Crowd effect
• Power-law distribution in Burst-suppression on electroencephalogram of dogs
• Survival of the flexible: explaining the recent dominance of nature-inspired optimization within a rapidly evolving world
• Node Exchange Network and its Statistical Analysis
• Macroscopic and Microscopic Characteristics of Networks with Time-variant Functionality for Evaluating Resilience to External Perturbations
• Opinion Diffusion Software with Strategic Opinion Revelation and Unfriending
• A critique of the Mean Field Approximation in preferential attachment networks
• Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels?
• Markov chain-based stability analysis of growing networks
• A multi-agent-based approach to tax morale
• Tractably Modelling Dependence in Networks Beyond Exchangeability
• Self-interested behaviour as a social norm
• A general solution to the preferential selection model
• Learning Local Complex Features using Randomized Neural Networks for Texture Analysis
• Modular decomposition of graphs and hierarchical modeling
• Modeling the Evolution of Networks as Shrinking Structural Diversity
• Super-teams or fair leagues? Parity policies by powerful regulators don't prevent capture
• Generalized Centrality Aggregation and Exclusive Centrality
• Machine learning, phase stability, and disorder with the Automatic Flow Framework for Materials Discovery
• Promotion of Cooperation in Coevolutionary Public Goods Game on Complex Networks with and without Topology Change
• Use of Enumerative Combinatorics for proving the applicability of an asymptotic stability result on discrete-time SIS epidemics in complex networks
• Graph Drawing with Morphing Partial Edges
• High-dimensional bootstrap processes in evolving simplicial complexes
• Multi-agent interaction and nonlinear Markov games
• On connectivity, conductance and bootstrap percolation for a random k-out, age-biased graph
• Efficient message passing for cascade size distributions on finite trees
• A Game-Theoretic Algorithm for Link Prediction
• Recursive Formula for Labeled Graph Enumeration
• Controlling network dynamics
• Preferential attachment: a multi-attribute growth process generating scale-free networks of different topologies
• Interacting Agents in Social Networks: The Idea of Self and Influence Spaces
• Efficiently simulating discrete-state models with binary decision trees
• Dynamical patterns of epidemic outbreaks in complex heterogeneous networks
• Robust Online Composition, Routing and NF Placement for NFV-enabled Services
• Target Privacy Preserving for Social Networks
• RMB-DPOP: Refining MB-DPOP by Reducing Redundant Inferences
• Trapping problem on star-type graphs with applications
• Uncovering the Social Interaction in Swarm Intelligence with Network Science
• Will Scale-free Popularity Develop Scale-free Geo-social Networks?
• Generate Descriptive Social Networks for Large Populations from Available Observations: A Novel Methodology and a Generator
• Stability of the LCD Model
• A Markov Chain-Based Numerical Method for Calculating Network Degree Distributions
• GA Based Q-Attack on Community Detection
• Agglomeration in a preferential attachment random graph with edge-steps
• A stack-vector routing protocol for automatic tunneling
• Tumor Connectomics: Mapping the intra-tumoral complex interaction network
• Distributionally Robust Removal of Malicious Nodes from Networks
• On the number of crossings in a random labelled tree with vertices in convex position
• Quantum walk inspired algorithm for graph similarity and isomorphism
• Token Exchange Games
• Characterizing Self-Developing Biological Neural Networks: A First Step Towards their Application To Computing Systems
• Decay of Scale-Free Property in Birth-and-Death Network
• Two-Hop Walks Indicate PageRank Order
• Resource Optimization of Product Development Projects with Time-Varying Dependency Structure
• Guidelines for Experimental Algorithmics in Network Analysis
• On the Estimation and Use of Statistical Modelling in Information Retrieval
• Growing graphs with addition of communities
• Temporal similarity metrics for latent network reconstruction: The role of time-lag decay
• A Socio-Informatic Approach to Automated Account Classification on Social Media
• A Differential Game Approach to Decentralized Virus-Resistant Weight Adaptation Policy over Complex Networks
• Three-state Majority-Vote Model on Barabási-Albert and Cubic Networks and the Unitary Relation for Critical Exponents
• The largest cognitive systems will be optoelectronic
• Network Alignment by Discrete Ollivier-Ricci Flow
• forgeNet: A graph deep neural network model using tree-based ensemble classifiers for feature extraction
• Spring-Electrical Models For Link Prediction
• Extended Scale-Free Networks
• The $N$-stars network evolution model
• Time-dependent balls and bins model with positive feedback
• Brain Maturation Study during Adolescence Using Graph Laplacian Learning Based Fourier Transform
• Multi-Likelihood Methods for Developing Stock Relationship Networks Using Financial Big Data
• An Optimization-Based Generative Model of Power Laws Using a New Information Theory Based Metric
• Optimal auctions for networked markets with externalities
• Discussion on "Sparse graphs using exchangeable random measures" by F. Caron and E. B. Fox
• Penalized Component Hub Models
• Interception in Distance-Vector Routing Networks
• Epidemic spread on one-way circular-coupled networks
• The Analyses of Node Swapping Networks by New Graph Index
• Same Stats, Different Graphs (Graph Statistics and Why We Need Graph Drawings)
• Multi-Issue Social Learning
• Optimal coupling patterns in interconnected communication networks
• NetSciEd: Network Science and Education for the Interconnected World
• Epidemic spread in interconnected directed networks
• Bufferless transmission in complex networks
• Uniform generation of random graphs with power-law degree sequences
• Local Structure Theorems for Erdos Renyi Graphs and their Algorithmic Application
• Motif Iteration Model for Network Representation
• A Goodness-of-Fit Test for Sampled Subgraphs
• Leveraging the Flow of Collective Attention for Computational Communication Research
• Bring your friend! Real or virtual?
• Evolving Network With Different Edges
• Asymptotic formula on average path length of fractal networks modelled on Sierpinski Gasket
• Asymmetric return rates and wealth distribution influenced by the introduction of technical analysis into a behavioral agent based model
• Evolution of Social Networks: A Microfounded Model
• Diffusion Processes Homogenization for Scale-Free Metric Networks
• A model for infection on graphs
• Scale- free networks in cell biology
• Visualizing spreading phenomena on complex networks
• Preferential Attachment Graphs with Planted Communities
• Factorization threshold models for scale-free networks generation
• A Complex Network Approach for Nanoparticle Agglomeration Analysis in Nanoscale Images
• Inferring Metapopulation Propagation Network for Intra-city Epidemic Control and Prevention
• On Varying Topology of Complex Networks and Performance Limitations of Community Detection Algorithms
• The evolving networks of debtor-creditor relationships with addition and deletion of nodes: a case of P2P lending
• A new general family of deterministic hierarchical networks
• Theory of chemical evolution of molecule compositions in the universe, in the Miller-Urey experiment and the mass distribution of interstellar and intergalactic molecules
• Network Subgraphs of the heterogeneous Chinese credit system
• Data based reconstruction of complex multiplex networks
• Fractality of Massive Graphs: Scalable Analysis with Sketch-Based Box-Covering Algorithm
• A Stochastic Evolutionary Model Exhibiting Power-Law Behaviour with an Exponential Cutoff
• A network theoretic study of ecological connectivity in Western Himalayas
• Modeling the time-periodicity of in-degree distributions in scientific citation networks
• Structure Properties of Koch Networks Based on Networks Dynamical Systems
• Analysis and Modeling of Social Influence in High Performance Computing Workloads
• Network reconstruction with local partial correlation: a comparative evaluation
• Exploiting Reduction Rules and Data Structures: Local Search for Minimum Vertex Cover in Massive Graphs
• A Theory of Taxonomy
• Liquidity induced asset bubbles via flows of ELMMs
• How polarization can provide an increase in content dissemination amongst the highly ranked influencers
• A Proximity Measure using Blink Model
• The Many Faces of Graph Dynamics
• Network of social groups or Let's have a party
• Generating online social networks based on socio-demographic attributes
• NetSim -- The framework for complex network generator
• Back to the Source: an Online Approach for Sensor Placement and Source Localization
• Overlapping Community Detection by Local Decentralised Vertex-centred Process
• Optimal Resource Allocation with Node and Link Capacity Constraints in Complex Networks
• Spin-glass transition in the Ising model on multiplex networks
• Pulse-coupled model of excitable elements on heterogeneous sparse networks
• Core Maintenance in Dynamic Graphs: A Parallel Approach based on Matching
• Topological determinants of self-sustained activity in a simple model of excitable dynamics on graphs
• Asymptotic Normality of In- and Out-Degree Counts in a Preferential Attachment Model
• Degree Distribution of Delaunay Triangulations
• Network robustness assessed within a dual connectivity perspective
• Design of Self-Organising Networks
• Ground state energy of $q$-state Potts model: the minimum modularity
• Modelling the Self-similarity in Complex Networks Based on Coulomb's Law
• The Neighbor Matrix: Generalizing the Degree Distribution
• Characterizing Information Spreading in Online Social Networks
• Enhanced signal propagation in a network with unidirectional and random couplings
• It's a Small World for Random Surfers
• Epidemic and Cascading Survivability of Complex Networks
• Spatial Neural Networks and their Functional Samples: Similarities and Differences
• Scalable attribute-aware network embedding with locality
• Design of Efficient Sampling Methods on Hybrid Social-Affiliation Networks
• R&D Strategy Document
• An improved vulnerability index of complex networks based on fractal dimension
• Critical properties of the antiferromagnetic Ising model on rewired square lattices
• The H-index Paradox: Your Coauthors Have a Higher H-index than You Do
• Fast Adaptive Algorithm for Robust Evaluation of Quality of Experience
• Adaptive grids as parametrized scale-free networks
• Understanding Zipf's law of word frequencies through sample-space collapse in sentence formation
• Stable Matching with Incomplete Information in Structured Networks
• Growing spin model in deterministic and stochastic trees
• Assortative Mixing Equilibria in Social Network Games
• A Stochastic Model for the Evolution of the Web Allowing Link Deletion
• Availability Aware Continuous Replica Placement Problem
• Evolving Influence Maximization in Evolving Networks
• Generalized Erdos Numbers for network analysis
• Asymmetry in in-degree and out-degree distributions of large-scale industrial networks
• SGPD Volume Maximization for Community Detection
• Network analysis reveals a potentially 'evil' alliance of opportunistic pathogens inhibited by a cooperative network in human milk bacterial communities
• Multi-Level Anomaly Detection on Time-Varying Graph Data
• Controlling herding in minority game systems
• Understanding the Mechanics of Some Localized Protocols by Theory of Complex Networks
• Resilience of Social Networks Under Different Attack Strategies
• Beyond the Steady-State: Analytical Study of Network Growth at Arbitrary Times, for Arbitrary Initial Conditions
• Power-law distributions, the h-index, and Google Scholar (GS) citations: a test of their relationship with economics Nobelists
• Interaction patterns in diabetes mellitus II network: An RMT relation
• Enhancing speed of pinning synchronizability: low-degree nodes with high feedback gains
• On a memory game and preferential attachment graphs
• Distributed Maximal Independent Set on Scale-Free Networks
• Model for simulating mechanisms responsible of similarities between people connected in networks of social relations
• Modeling the Interplay Between Individual Behavior and Network Distributions
• Coupled effects of local movement and global interaction on contagion
• Random Walks on Complex Networks
• The Effect of Network-Topology to Propagation on Networks
• Refining the Semantics of Social Influence
• Weights of Cliques in a Random Graph Model Based on Three-Interactions
• Network Evolution by Relevance and Importance Preferential Attachment
• Individualistic networks and networking individuals in Tango Argentino
• Modeling Evolutionary Dynamics of Lurking in Social Networks
• Étude de l'omniprésence des propriétés petit- monde et sans-échelle
• Strategic Formation of Heterogeneous Networks
• Social Networking by Proxy: A Case Study of Catster, Dogster and Hamsterster
• Tsallis entropy of complex networks
• On the economy of web links: Simulating the exchange process
• Synchronization of coupled chaotic maps
• On the Approximability of Independent Set Problem on Power Law Graphs
• Using Spectral Radius Ratio for Node Degree to Analyze the Evolution of Scale Free Networks and Small World Networks
• Parameterized Algorithms for Clustering PPI Networks
• Competition-Induced Preferential Attachment
• Optimizing Dijkstra for real-world performance
• Motor Learning Mechanism on the Neuron Scale
• Feature Extraction from Degree Distribution for Comparison and Analysis of Complex Networks
• Dynamical Networks for Smog Pattern Analysis
• Non-Backtracking Centrality Based Random Walk on Networks
• Optimal search strategies on complex networks
• Independence number and the number of maximum independent sets in pseudofractal scale-free web and Sierpiński gasket
• Complex Contagions in Kleinberg's Small World Model
• Dynamic Homeostasis in Packet Switching Networks
• Quantum Google Algorithm: Construction and Application to Complex Networks
• A Reputation-Based Model for Decision-Making in Online Social Networks
• Communities and Hierarchical Structures in Dynamic Social Networks: Analysis and Visualization
• Further properties of a random graph with duplications and deletions
• Benchmarking the Privacy-Preserving People Search
• Influence of Topological Features on Spatially-Structured Evolutionary Algorithms Dynamics
• Statistical reliability and path diversity based PageRank algorithm improvements
• Fixed-points in Random Boolean Networks: The impact of parallelism in the scale-free topology case
• An initial peer configuration algorithm for multi-streaming peer-to-peer networks
• Attention Dynamics in Collaborative Knowledge Creation
• A Fitness Model for Scholarly Impact Analysis
• Flexible model of network embedding
• A Log-Linear Graphical Model for Inferring Genetic Networks from High-Throughput Sequencing Data
• Statistics for the Dynamic Analysis of Scientometric Data: The evolution of the sciences in terms of trajectories and regimes
• Broadly heterogeneous network topology begets order-based representation by privileged neurons
• Measuring the Complexity of Ultra-Large-Scale Adaptive Systems
• Adaptive Fractal-like Network Structure for Efficient Search of Inhomogeneously Distributed Targets at Unknown Positions
• A network with tunable clustering, degree correlation and degree distribution, and an epidemic thereon
• The Complexity of Social Coordination
• An Empirical Study of How Users Adopt Famous Entities
• Game Theoretic Formation of a Centrality Based Network
• Networking the Boids is More Robust Against Adversarial Learning
• From collective rhythm to adaptive synchronization
• Segregation in Religion Networks
• Scalable Analysis for Large Social Networks: the data-aware mean-field approach
• The spread of infections on evolving scale-free networks
• A Threshold For Clusters in Real-World Random Networks
• All networks look the same to me: Testing for homogeneity in networks
• A bird's-eye view of scientific trading: Dependency relations among fields of science
• Application of semidefinite programming to maximize the spectral gap produced by node removal
• Increased Network Interdependency Leads to Aging
• Interplay between Network Topology and Dynamics in Neural Systems
• Note on the Complex Networks and Epidemiology Part I: Complex Networks
• Molecular Communications at the Macroscale: A Novel Framework for Modeling Epidemic Spreading and Mitigation
• Towards comparative theoretical neuroanatomy of the cerebral cortex
• Measuring the likelihood of models for network evolution
• Potential Networks, Contagious Communities, and Understanding Social Network Structure
• The influence of repressive legislation on the structure of a social media network
• Superdiffusion on complex networks: the role of shortcuts and long-range interactions
• The spreading ability of nodes towards localized targets in complex networks
• Bilinear effect in complex systems
• A logic for networks
• Influence of network dynamics on the spread of sexually transmitted diseases
• Large Graph Models: A Review
• Generic Anomalous Vertices Detection Utilizing a Link Prediction Algorithm
• A New Benchmark For Evaluation Of Graph-Theoretic Algorithms
• Effects of missing data in social networks
• Highly connected - a recipe for success
• Mean First Hitting Time of Searching for Path Through Random Walks on Complex Networks
• Local degree distribution in scale free random graphs
• Limit distribution of degrees in random family trees
• Assortativity in Generalized Preferential Attachment Models
• Multiplex Structures: Patterns of Complexity in Real-World Networks
• Statistical Behavior of Embeddedness and Communities of Overlapping Cliques in Online Social Networks
• A Class of Temporal Hierarchical Exponential Random Graph Models for Longitudinal Network Data
• Scale-free Loopy Structure is Resistant to Noise in Consensus Dynamics in Complex Networks
• Typical rank of coin-toss power-law random matrices over GF(2)
• Conan: a platform for complex network analysis
• Towards Modelling The Internet Topology - The Interactive Growth Model
• Recursive Shortest Path Algorithm with Application to Density-integration of Weighted Graphs
• Object-oriented Packet Caching for ICN
• Explicit Solutions to the Continuous Time Albert-Barabási Scale-Free Model
• The Degree Sequence of Random Apollonian Networks
• Analytical and numerical studies of creation probabilities of hierarchical trees
• SIR epidemics on a scale-free spatial nested modular network with a non-trivial threshold
• Replicator Dynamics of Co-Evolving Networks
• Attack Vulnerability of Complex Networks in Center-Based Strategies
• Nestedness in mutualistic networks emerges from a modified rule of preferential attachment
• Modeling Hypermedia-Based Communication
• Estimating the dynamics of kernel-based evolving networks
• Thresholds for virus spread on networks
• Deducing Local Rules for Solving Global Tasks with Random Boolean Networks
• On the asymptotic behaviour of random recursive trees in random environment
• The Degree Distribution of Random Birth-and-Death Network with Network Size Decline
• General Connectivity Distribution Functions for Growing Networks with Preferential Attachment of Fractional Power
• Spectral densities of scale-free networks
• A generative model for sparse, evolving digraphs
• Network-ensemble comparisons with stochastic rewiring and von Neumann entropy
• On the initial value of PageRank
• Node similarity distribution of complex networks and its application in link prediction
• Emergence of Scaling in Complex Substitutive Systems
• A Simple Conceptual Generator for the Internet Graph
• A scientific understanding of network designing
• Modeling for evolving biological networks with scale-free connectivity, hierarchical modularity, and disassortativity
• On the Asymptotic Normality of Estimating the Affine Preferential Attachment Network Models with Random Initial Degrees
• Scale-Free Overlay Topologies with Hard Cutoffs for Unstructured Peer-to-Peer Networks
• Unicast and Multicast Qos Routing with Soft Constraint Logic Programming
• Growth of preferential attachment random graphs via continuous-time branching processes
• Earthquake Networks, Complex
• Estimation of Graphical Models through Structured Norm Minimization
• Polynomial epidemics and clustering in contact networks
• On the Value of a Social Network
• Time series of Internet AS-level topology graphs: four patterns and one model
• Study of the structure and dynamics of complex biological networks
• Evolve Networks Towards Better Performance: a Compromise between Mutation and Selection
• Paired Threshold Graphs
• Evolutionary dynamics on sequential temporal networks
• Vulnerability of robust preferential attachment networks
• On Novel Peer Review System for Academic Journals: Experimental Study Based on Social Computing
• Dynamic Network Quantile Regression Model
• Distributed Learning of Distributions via Social Sampling
• Transformation of Node to Knowledge Graph Embeddings for Faster Link Prediction in Social Networks
• A sample size heuristic for network scale-up studies
• Link Analysis meets Ontologies: Are Embeddings the Answer?
• Scale-Invariant Strength Assortativity of Streaming Butterflies
• A Game-Theoretic Approach to Self-Stabilization with Selfish Agents
• Random increasing plane trees: asymptotic enumeration of vertices by distance from leaves
• The distribution of second degrees in the Buckley-Osthus random graph model
• Chemical distance in geometric random graphs with long edges and scale-free degree distribution
• Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs
• Online Admission Control and Resource Allocation in Network Slicing under Demand Uncertainties
• Effects of concurrency on epidemic spreading in Markovian temporal networks
• Investigating cognitive ability using action-based models of structural brain networks
• Modeling Worldwide Highway Networks
• Characterization of delay propagation in the US air transportation network
• The Role of Trends in Evolving Networks
• Graphlets in multilayer networks
• Homogeneous Connectivity of Potential Energy Network in a Solidlike State of Water Cluster
• Model of complex networks based on citation dynamics
• Temporal Network Epistemology: on Reaching Consensus in Real World Setting
• Edge Domination Number and the Number of Minimum Edge Dominating Sets in Pseudofractal Scale-Free Web and Sierpiński Gasket
• Defend against advanced persistent threats: An optimal control approach
• Random walk attachment graphs
• Community Integration Algorithms (CIAs) for Dynamical Systems on Networks
• Will the Winner Take All? Competing Influences in Social Networks Under Information Overload
• Language Diversity across the Consonant Inventories: A Study in the Framework of Complex Networks
• The Continuous Node Degree: a New Measure for Complex Networks
• Preferential attachment hypergraph with vertex deactivation