The structure and function of complex networks

Abstract

Inspired by empirical studies of networked systems such as the Internet, social networks, and biological networks, researchers have in recent years developed a variety of techniques and models to help us understand or predict the behavior of these systems. Here we review developments in this field, including such concepts as the small-world effect, degree distributions, clustering, network correlations, random graph models, models of network growth and preferential attachment, and dynamical processes taking place on networks.

Review article, 58 pages, 16 figures, 3 tables, 429 references, published in SIAM Review (2003)

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• Subnetwork hierarchies of biochemical pathways
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• The Evolutionary Vaccination Dilemma in Complex Networks
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• Hypergraph model of social tagging networks
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• A Survey on The Expressive Power of Graph Neural Networks
• Recent advances of percolation theory in complex networks
• Structure of Peer-to-Peer Social Networks
• Map equation for link community
• Evolutionary potential games on lattices
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• Climate Dynamics: A Network-Based Approach for the Analysis of Global Precipitation
• Ego Network Structure in Online Social Networks and its Impact on Information Diffusion
• Subgraphs and network motifs in geometric networks
• Heterogeneous pair approximation for voter models on networks
• Exploring the Evolution of London's Street Network in the Information Space: a Dual Approach
• Epidemic threshold and control in a dynamic network
• Detecting early signs of the 2007-2008 crisis in the world trade
• Worm Epidemics in Wireless Adhoc Networks
• Evolution of scale-free random graphs: Potts model formulation
• From brain to earth and climate systems: Small-world interaction networks or not?
• How does Europe Make Its Mind Up? Connections, cliques, and compatibility between countries in the Eurovision Song Contest
• Scaling in the Inter-Event Time of Random and Seasonal Systems
• Ranking species in mutualistic networks
• Epidemic Spreading on Activity-Driven Networks with Attractiveness
• Higher-order interactions promote chimera states
• Immunization of Real Complex Communication Networks
• Probability distribution and entropy as a measure of uncertainty
• Networks of Recurrent Events, a Theory of Records, and an Application to Finding Causal Signatures in Seismicity
• Damage Spreading and Opinion Dynamics on Scale Free Networks
• The fractal/small-world dichotomy in real-world networks
• Complex networks renormalization: flows and fixed points
• Self-similarity, small-world, scale-free scaling, disassortativity, and robustness in hierarchical lattices
• Prediction of highly cited papers
• Persistent topological features of dynamical systems
• Efficient exploration of multiplex networks
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• Local Leaders in Random Networks
• Hide and seek on complex networks
• Horizontal visibility graphs transformed from fractional Brownian motions: Topological properties versus Hurst index
• A tale of two cities. Vulnerabilities of the London and Paris transit networks
• Global convergence of quorum-sensing networks
• Birth and stabilization of phase clusters by multiplexing of adaptive networks
• A limited resource model of fault-tolerant capability against cascading failure of complex network
• Statistical Properties of Avalanches in Networks
• Can we neglect the multi-layer structure of functional networks?
• High Dimensional Apollonian Networks
• Entropy of dynamical social networks
• Emergence of Bursts and Communities in Evolving Weighted Networks
• Critical behavior of the relaxation rate, the susceptibility, and a pair correlation function in the Kuramoto model on scale-free networks
• (Un)detectable cluster structure in sparse networks
• Exploring the assortativity-clustering space of a network's degree sequence
• Communicability Graph and Community Structures in Complex Networks
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• Division of labor, skill complementarity, and heterophily in socioeconomic networks
• Growing scale-free simplices
• Assortative mixing in functional brain networks during epileptic seizures
• Communities and bottlenecks: Trees and treelike networks have high modularity
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• The Web Graph of a Tourism System
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• Towards a Theory of Scale-Free Graphs: Definition, Properties, and Implications (Extended Version)
• Network Structures from Selection Principles
• Structural constraints in complex networks
• $k$-core percolation on complex networks: Comparing random, localized and targeted attacks
• Exact solution of mean geodesic distance for Vicsek fractals
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• Complex network based techniques to identify extreme events and (sudden) transitions in spatio-temporal systems
• Synchronization of unidirectional time delay chaotic networks and the greatest common divisor
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• Topology of Fracture Networks
• Dynamics of alliance formation and the egalitarian revolution
• Analytical calculation of fragmentation transitions in adaptive networks
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• Core-periphery structure requires something else in the network
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• Cyclic Topology in Complex Networks
• Offdiagonal Complexity: A computationally quick complexity measure for graphs and networks
• Complex stock trading network among investors
• Clustering Drives Assortativity and Community Structure in Ensembles of Networks
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• Phase transition in a directed traffic flow network
• Zero Pearson Coefficient for Strongly Correlated Growing Trees
• Spectral Characteristics of Network Redundancy
• Synchronization in Weighted Uncorrelated Complex Networks in a Noisy Environment: Optimization and Connections with Transport Efficiency
• Naming Games in Two-Dimensional and Small-World-Connected Random Geometric Networks
• Randomized reference models for temporal networks
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• Note on the equivalence of the label propagation method of community detection and a Potts model approach
• Epidemic variability in complex networks
• Explicit determination of mean first-passage time for random walks on deterministic uniform recursive trees
• Exploring the structural regularities in networks
• Complete Condensation in a Zero Range Process on Scale-Free Networks
• Qualitative Comparison of Community Detection Algorithms
• Dynamic communities in multichannel data: An application to the foreign exchange market during the 2007--2008 credit crisis
• Statistical mechanics of topological phase transitions in networks
• Diffusion on Complex Networks : A way to probe their large scale topological structures
• Community Structure in the United Nations General Assembly
• Identifying effective multiple spreaders by coloring complex networks
• Googling Social Interactions: Web Search Engine Based Social Network Construction
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• Exploring self-similarity of complex cellular networks: The edge-covering method with simulated annealing and log-periodic sampling
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• Evolving Apollonian Networks with Small-world Scale-free topologies
• Tricritical point in heterogeneous k-core percolation
• A general geometric growth model for pseudofractal scale-free web
• Spectral dimensions of hierarchical scale-free networks with shortcuts
• Characterizing the Interactions Between Classical and Community-aware Centrality Measures in Complex Networks
• Neutral theory and scale-free neural dynamics
• Motif Statistics and Spike Correlations in Neuronal Networks
• Connected Spatial Networks over Random Points and a Route-Length Statistic
• Comparison and validation of community structures in complex networks
• Mapping the Structure of Directed Networks: Beyond the "Bow-tie" Diagram
• Optimal Paths in Complex Networks with Correlated Weights: The World-wide Airport Network
• Epidemic spreading with time delay in complex networks
• Clustering in graphs and hypergraphs with categorical edge labels
• Weighted percolation on directed networks
• A new information dimension of complex networks
• Quasiuniversal connectedness percolation of polydisperse rod systems
• Belief-propagation algorithm and the Ising model on networks with arbitrary distributions of motifs
• Network dynamics of ongoing social relationships
• Complete trails of co-authorship network evolution
• Understanding Human-Machine Networks: A Cross-Disciplinary Survey
• Unraveling Spurious Properties of Interaction Networks with Tailored Random Networks
• How complex climate networks complement eigen techniques for the statistical analysis of climatological data
• Early fragmentation in the adaptive voter model on directed networks
• The h-Index of a Graph and its Application to Dynamic Subgraph Statistics
• Optimal modularity and memory capacity of neural reservoirs
• Analysis of a threshold model of social contagion on degree-correlated networks
• A General Deep Learning Framework for Network Reconstruction and Dynamics Learning
• Several Multiplexes in the same City: The role of wealth differences in urban mobility
• A parametric approach to information filtering in complex networks: The Pólya filter
• Exact analytical solution of average path length for Apollonian networks
• Symmetry based Structure Entropy of Complex Networks
• Visibility graph analysis of wall turbulence time-series
• Stochastic dynamical model of a growing network based on self-exciting point process
• Complex Network Approach to the Statistical Features of the Sunspot Series
• Trust transitivity in social networks
• Homogeneous complex networks
• Vector Centrality in Hypergraphs
• Random walks on the Apollonian network with a single trap
• Exploratory Adaptation in Large Random Networks
• Identifying influential nodes based on fuzzy local dimension in complex networks
• Disentangling bipartite and core-periphery structure in financial networks
• A functional clustering algorithm for the analysis of dynamic network data
• Critical dynamics of the k-core pruning process
• Dynamic Evolution of Complex Networks: A Reinforcement Learning Approach Applying Evolutionary Games to Community Structure
• Sequential visibility-graph motifs
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• Organization of modular networks
• Diversity enabling equilibration: disorder and the ground state in artificial spin ice
• Reconstructing Links in Directed Networks from Noisy Dynamics
• The networked seceder model: Group formation in social and economic systems
• Estimating and Sampling Graphs with Multidimensional Random Walks
• Perturbation: the Catastrophe Causer in Scale-Free Networks
• Constrained Markovian dynamics of random graphs
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• Random Graph Modeling: A survey of the concepts
• Local impacts on road networks and access to critical locations during extreme floods
• Detecting Important Nodes to Community Structure Using the Spectrum of the Graph
• Quantifying Complexity in Quantum Phase Transitions via Mutual Information Complex Networks
• Contagion in simplicial complexes
• A Condition for Cooperation in a Game on Complex Networks
• Consensus formation on coevolving networks: groups' formation and structure
• Statistical properties of world investment networks
• Weight-driven growing networks
• A family-network model for wealth distribution in societies
• Development of structural correlations and synchronization from adaptive rewiring in networks of Kuramoto oscillators
• Interacting discovery processes on complex networks
• Macroscopic description of complex adaptive networks co-evolving with dynamic node states
• Quantifying the interdisciplinarity of scientific journals and fields
• Synchronization Properties of Network Motifs
• On the Definiteness of the Weighted Laplacian and its Connection to Effective Resistance
• Congestion-gradient driven transport on complex networks
• Evolution of gossip-based indirect reciprocity on a bipartite network
• Data Mining on Social Interaction Networks
• Interplay between function and structure in complex networks
• Opinion dynamics and synchronization in a network of scientific collaborations
• Network Analysis in the Legal Domain: A complex model for European Union legal sources
• Hierarchical ordering of reticular networks
• Correlation networks from flows. The case of forced and time-dependent advection-diffusion dynamics
• Looplessness in networks is linked to trophic coherence
• Reciprocity and the Emergence of Power Laws in Social Networks
• Search in weighted complex networks
• Failure and avalanches in complex networks
• Coexistence of opposite opinions in a network with communities
• Good practices for a literature survey are not followed by authors while preparing scientific manuscripts
• Distance-d covering problems in scale-free networks with degree correlations
• Structure and Interpretation of Computer Programs
• Critical scaling of icosahedral medium-range order in CuZr metallic glass-forming liquids
• Ising models on power-law random graphs
• Equilibrium statistical mechanics of network structures
• Synchronization in symmetric bipolar population networks
• Novel scaling limits for critical inhomogeneous random graphs
• Generation of arbitrarily two-point correlated random networks
• Suppressing traffic-driven epidemic spreading by edge-removal strategies
• Extremal Properties of Random Structures
• Modularity produces small-world networks with dynamical time-scale separation
• Multi-species grandcanonical models for networks with reciprocity
• Uncovering missing links with cold ends
• Covariance, correlation matrix and the multi-scale community structure of networks
• A Tractable Complex Network Model based on the Stochastic Mean-field Model of Distance
• Ring structures and mean first passage time in networks
• BKT-like transition in the Potts model on an inhomogeneous annealed network
• Small-World Bonds and Patchy Percolation on the Hanoi Network
• Information Dynamics in the Networked World
• Controlling cluster synchronization by adapting the topology
• Correlations between structure and dynamics in complex networks
• Optimization of robustness of scale-free network to random and targeted attacks
• Emergence of Symmetry in Complex Networks
• Evolution of community structure in the world trade web
• Connectivity Concepts in Neuronal Network Modeling
• The Directed Closure Process in Hybrid Social-Information Networks, with an Analysis of Link Formation on Twitter
• The shortest path to complex networks
• Traffic dynamics in scale-free networks with limited packet-delivering capacity
• Adaptive financial networks with static and dynamic thresholds
• Trading strategies in the Italian interbank market
• Outer-totalistic cellular automata on graphs
• Enhancing synchronizability of weighted dynamical networks using betweenness centrality
• Inference of Causal Information Flow in Collective Animal Behavior
• Hyperedge overlap drives explosive collective behaviors in systems with higher-order interactions
• Stochastic cellular automata model of neural networks
• Analyzing complex networks through correlations in centrality measurements
• Degree correlations in directed scale-free networks
• Universal fractal scaling of self-organized networks
• A Survey on Theoretical Advances of Community Detection in Networks
• Degree Correlations in Random Geometric Graphs
• Epidemic Dynamics of Interacting Two Particle Species on Scale-free Networks
• Multi-scale Modularity in Complex Networks
• Role of dimensionality in complex networks: Connection with nonextensive statistics
• Farey Graphs as Models for Complex Networks
• Collectively optimal routing for congested traffic limited by link capacity
• Modeling the clustering in citation networks
• The Social Network of Contemporary Popular Musicians
• Random Walks on Directed Networks: the Case of PageRank
• Fractional Dynamics of Network Growth Constrained by aging Node Interactions
• Effects of diffusion rates on epidemic spreads in metapopulation networks
• Post-Processing Hierarchical Community Structures: Quality Improvements and Multi-scale View
• Heterogeneous nucleation in finite size adaptive dynamical networks
• A generalized voter model on complex networks
• Networking - A Statistical Physics Perspective
• Degree asymptotics with rates for preferential attachment random graphs
• Competing spreading processes and immunization in multiplex networks
• A preferential attachment model with random initial degrees
• Bosonic reaction-diffusion processes on scale-free networks
• Nonlinear spread of rumor and inoculation strategies in the nodes with degree dependent tie strength in complex networks
• Congestion diffusion and decongestion strategy in networked traffic
• A complex network approach to robustness and vulnerability of spatially organized water distribution networks
• Does dynamics reflect topology in directed networks?
• The impossibility of low rank representations for triangle-rich complex networks
• Modeling scientific-citation patterns and other triangle-rich acyclic networks
• Analysis of scale-free networks based on a threshold graph with intrinsic vertex weights
• Epidemic threshold in directed networks
• Laplacian spectra of recursive treelike small-world polymer networks: Analytical solutions and applications
• Order-disorder phase transition in a cliquey social network
• Spin Glass Phase Transition on Scale-Free Networks
• Maximizing Influence Propagation in Networks with Community Structure
• Characterization of river flow fluctuations via horizontal visibility graphs
• Spectra of random graphs with community structure and arbitrary degrees
• Quasi-stationary analysis of the contact process on annealed scale-free networks
• Efficient Rewirings for Enhancing Synchronizability of Dynamical Networks
• The Phase Stability Network of all Inorganic Materials
• Opinion evolution in time-varying social influence networks with prejudiced agents
• Betweenness centrality of teams in social networks
• Edge-based compartmental modeling for epidemic spread Part II: Model Selection and Hierarchies
• The emergence of coherence in complex networks of heterogeneous dynamical systems
• Mapping and discrimination of networks in the complexity-entropy plane
• Using graph concepts to understand the organization of complex systems
• Investigation of a Protein Complex Network
• The Self-Organization of Interaction Networks for Nature-Inspired Optimization
• The effect of algorithmic bias and network structure on coexistence, consensus, and polarization of opinions
• Statistical Analysis of Bus Networks in India
• Dynamics on Complex Networks and Applications
• Voting Behavior, Coalitions and Government Strength through a Complex Network Analysis
• The Dynamics of Internet Traffic: Self-Similarity, Self-Organization, and Complex Phenomena
• Synchronization of networks of oscillators with distributed delay coupling
• Symmetry-independent stability analysis of synchronization patterns
• Ridge Network in Crumpled Paper
• Detecting degree symmetries in networks
• The Web of Connections between Tourism Companies in Elba: Structure and Dynamics
• Towards realistic artificial benchmark for community detection algorithms evaluation
• The Network of Collaboration Among Rappers and its Community Structure
• Stationary and dynamical properties of a zero range process on scale-free networks
• Time Series Analysis via Network Science: Concepts and Algorithms
• Geographical effects on cascading breakdowns of scale-free networks
• An extended formalism for preferential attachment in heterogeneous complex networks
• Evolving small-world scale-free networks consist of cliques
• Understanding Flash Crash Contagion and Systemic Risk: A Micro-Macro Agent-Based Approach
• Network Quotients: Structural Skeletons of Complex Systems
• Nonlocal evolution of weighted scale-free networks
• Correlations in Bipartite Collaboration Networks
• Stochastic pair approximation treatment of the noisy voter model
• Weighted Network of Chinese Nature Science Basic Research
• Evolutionary dynamics of time-resolved social interactions
• VIP-club phenomenon: emergence of elites and masterminds in social networks
• Different topologies for a herding model of opinion
• Multifractal analysis of complex networks
• Deciphering the imprint of topology on nonlinear dynamical network stability
• Stability of Synchrony against Local Intermittent Fluctuations in Tree-like Power Grids
• Network analysis of the Íslendinga sögur - the Sagas of Icelanders
• Statistical Analysis of Risk Assessment Factors and Metrics to Evaluate Radicalisation in Twitter
• Mapping Koch curves into scale-free small-world networks
• Rhythmogenic neuronal networks, pacemakers, and k-cores
• Look Who's Talking: Bipartite Networks as Representations of a Topic Model of New Zealand Parliamentary Speeches
• Email as Spectroscopy: Automated Discovery of Community Structure within Organizations
• Impact of link deletions on public cooperation in scale-free networks
• Modular networks emerge from multiconstraint optimization
• Degree Distribution in Quantum Walks on Complex Networks
• Network community-based model reduction for vortical flows
• The Spread of Opinions and Proportional Voting
• Counting spanning trees in a small-world Farey graph
• Random field Ising model and community structure in complex networks
• Minimal contagious sets in random regular graphs
• A Mutual Attraction Model for Both Assortative and Disassortative Weighted Networks
• Nonequilibrium phase transition in a model for the propagation of innovations among economic agents
• Fame and Obsolescence: Disentangling growth and ageing dynamics of patent citations
• Designing Complex Networks
• The role of geographic proximity in knowledge diffusion, measured by citations to scientific literature
• Unveiling community structures in weighted networks
• Enhancing neural-network performance via assortativity
• Dynamics on Modular Networks with Heterogeneous Correlations
• Complex network modelling of EEG band coupling in dyslexia: an exploratory analysis of auditory processing and diagnosis
• Trapping in scale-free networks with hierarchical organization of modularity
• Network neuroscience for optimizing brain-computer interfaces
• Dynamical Motifs: Building Blocks of Complex Network Dynamics
• Network science: a review focused on tourism
• Large-deviation properties of the largest biconnected component for random graphs
• Spatial super-spreaders and super-susceptibles in human movement networks
• Distinct scalings for mean first-passage time of random walks on scale-free networks with the same degree sequence
• Critical behavior of the Ising model in annealed scale-free networks
• Compression of Flow Can Reveal Overlapping-Module Organization in Networks
• Sequential motif profile of natural visibility graphs
• Co-circulation of infectious diseases on networks
• Intrinsic degree-correlations in static model of scale-free networks
• Yeast Protein Interactome Topology Provides Framework for Coordinated-Functionality
• Network cloning unfolds the effect of clustering on dynamical processes
• Zealotry Effects on Opinion Dynamics in the Adaptive Voter Model
• An Analysis of Centrality Measures for Complex and Social Networks
• Optimization of network structure to random failures
• Degree Correlation in Scale-Free Graphs
• Evolving small-world networks with geographical attachment preference
• Spatial network surrogates for disentangling complex system structure from spatial embedding of nodes
• Effective epidemic containment strategy in hypergraphs
• Bootstrap inference for network construction with an application to a breast cancer microarray study
• Percolation theory applied to measures of fragmentation in social networks
• Effects of network topology, transmission delays, and refractoriness on the response of coupled excitable systems to a stochastic stimulus
• Crossovers in ScaleFree Networks on Geographical Space
• Interacting particle systems as stochastic social dynamics
• Scaling in Small-World Resistor Networks
• Mesoscopic analysis of online social networks - The role of negative ties
• Quantum Brownian motion model for the stock market
• Exhaustive percolation on random networks
• A Review of Mathematical and Computational Methods in Cancer Dynamics
• Three-feature model to reproduce the topology of citation networks and the effects from authors' visibility on their h-index
• Collaboration in sensor network research: an in-depth longitudinal analysis of assortative mixing patterns
• Potential global jamming transition in aviation networks
• Random acyclic networks
• A Real-Time Detecting Algorithm for Tracking Community Structure of Dynamic Networks
• Deterministic Modularity Optimization
• Relay synchronization in multiplex networks of discrete maps
• Influence of Reciprocal links in Social Networks
• Controllability and maximum matchings of complex networks
• Partial Synchronization on Complex Networks
• Thermodynamic characterization of networks using graph polynomials
• How weaponizing disinformation can bring down a city's power grid
• Identification of Literary Movements Using Complex Networks to Represent Texts
• A general model for collaboration networks
• Load distribution in weighted complex networks
• Analysis of Nonlinear Synchronization Dynamics of Oscillator Networks by Laplacian Spectral Methods
• New approaches to model and study social networks
• Dynamical organization towards consensus in the Axelrod model on complex networks
• Epidemic centrality - is there an underestimated epidemic impact of network peripheral nodes?
• Surviving opinions in Sznajd models on complex networks
• Scaling and Universality in City Space Syntax: between Zipf and Matthew
• Linguistic data mining with complex networks: a stylometric-oriented approach
• Onset of Synchronization in Complex Networks of Noisy Oscillators
• Explosion in weighted Hyperbolic Random Graphs and Geometric Inhomogeneous Random Graphs
• Network community detection using modularity density measures
• A vertex similarity index for better personalized recommendation
• Local Empathy provides Global Minimization of Congestion in Communication Networks
• Mutually-Antagonistic Interactions in Baseball Networks
• Fractal scale-free networks resistant to disease spread
• Evolutionary Dynamics of Group Formation
• Transport on weighted Networks: when correlations are independent of degree
• Random walks in modular scale-free networks with multiple traps
• Random Walks Along the Streets and Canals in Compact Cities: Spectral analysis, Dynamical Modularity, Information, and Statistical Mechanics
• Synchronization in temporal simplicial complexes
• Dynamic Modeling of the Electric Transportation Network
• Growing network model for community with group structure
• Random Rectangular Graphs
• Topological properties and fractal analysis of recurrence network constructed from fractional Brownian motions
• Clustering determines the dynamics of complex contagions in multiplex networks
• Diffusion and networks: A powerful combination!
• Localizations on Complex Networks
• Patterns of cooperation: fairness and coordination in networks of interacting agents
• Inversion method for content-based networks
• Computation of Balanced Equivalence Relations and their Lattice for a Coupled Cell Network
• Characteristics of a Delayed System with Time-dependent Delay Time
• How to become a superhero
• Counting spanning trees in self-similar networks by evaluating determinants
• Integer Networks
• Accelerating, hyper-accelerating, and decelerating probabilistic networks
• A Proposal to Classify Latinamerican Scientific Journals using Citation Indicators: Case Study in Colombia
• K-shell decomposition reveals hierarchical cortical organization of the human brain
• Inequality and Inequity in Network-based Ranking and Recommendation Algorithms
• Innovation networks
• Networks based on collisions among mobile agents
• Colored motifs reveal computational building blocks in the C. elegans brain
• Average distance in a hierarchical scale-free network: an exact solution
• Growing Scale-free Small-world Networks with Tunable Assortative Coefficient
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• Evolution of interactions and cooperation in the spatial prisoner's dilemma game
• Multilayer Aggregation with Statistical Validation: Application to Investor Networks
• Persistent Homology Guided Force-Directed Graph Layouts
• 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
• How motifs condition critical thresholds for tipping cascades in complex networks: Linking Micro- to Macro-scales
• Uncovering Randomness and Success in Society
• Dynamic behaviors in directed networks
• Coverage centralities for temporal networks
• A model of spreading of sudden events on social networks
• Stochastic block model and exploratory analysis in signed networks
• Quantum Strategies Win in a Defector-Dominated Population
• Identifying communities by influence dynamics in social networks
• The synchronizability of highly clustered scale-free networks
• Investigating complex networks with inverse models: analytical aspects of spatial leakage and connectivity estimation
• Measuring Significance of Community Structure in Complex Networks
• Unraveling the dynamics of growth, aging and inflation for citations to scientific articles from specific research fields
• Fast and accurate determination of modularity and its effect size
• Robust short-term memory without synaptic learning
• A comprehensive weighted evolving network model
• Correlation Between Student Collaboration Network Centrality and Academic Performance
• Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters
• Mean first-passage time for maximal-entropy random walks in complex networks
• How Do Networks Become Navigable?
• From innovation to diversification: a simple competitive model
• Exact sampling of graphs with prescribed degree correlations
• A Generalized Approach to Complex Networks
• Geographical networks evolving with optimal policy
• Spectral plots and the representation and interpretation of biological data
• The combined effect of connectivity and dependency links on percolation of networks
• Optimizing topological cascade resilience based on the structure of terrorist networks
• Search in Complex Networks : a New Method of Naming
• Graphite: Iterative Generative Modeling of Graphs
• An efficient strategy to suppress epidemic explosion in heterogeneous metapopulation networks
• Process Flow Diagram of an Ammonia Plant as a Complex Network
• Network Inference from TraceRoute Measurements: Internet Topology `Species'
• Visibility graph analysis of solar wind velocity
• An Empirical Study of the Relation Between Community Structure and Transitivity
• Loss of sustainability in scientific work
• Community consistency determines the stability transition window of power-grid nodes
• Tie Strength Distribution in Scientific Collaboration Networks
• Topological features of proteins from amino acid residue networks
• Fragmentation transitions in multi-state voter models
• Degree-dependent intervertex separation in complex networks
• Finding network communities using modularity density
• Characteristic exponents of complex networks
• Network Marketing on a Small-World Network
• Hamiltonian dynamics of the SIS epidemic model with stochastic fluctuations
• Tsallis information dimension of complex networks
• Community structures and role detection in music networks
• Inferring large graphs using l1-penalized likelihood
• Underestimated cost of targeted attacks on complex networks
• Optimal and suboptimal networks for efficient navigation measured by mean-first passage time of random walks
• Asymptotic Evolution of Random Unitary Operations
• Patterns in the English Language: Phonological Networks, Percolation and Assembly Models
• Spectra of Modular and Small-World Matrices
• Optimal Nonlinear Prediction of Random Fields on Networks
• Classification of Complex Networks Based on Topological Properties
• Bridge Bounding: A Local Approach for Efficient Community Discovery in Complex Networks
• Social Contagion Theory: Examining Dynamic Social Networks and Human Behavior
• Probability Models for Degree Distributions of Protein Interaction Networks
• Homological percolation transitions in growing simplicial complexes
• A complex network theory approach for the spatial distribution of fire breaks in heterogeneous forest landscapes for the control of wildland fires
• Network Analysis of the State Space of Discrete Dynamical Systems
• Mapping from Architecture to Dynamics: A Unified View of Dynamical Processes on Networks
• Hierarchical structures in Northern Hemispheric extratropical winter ocean-atmosphere interactions
• A Hebbian approach to complex network generation
• Exploring complex networks via topological embedding on surfaces
• Role-similarity based functional prediction in networked systems: Application to the yeast proteome
• Six Susceptible-Infected-Susceptible Models on Scale-free Networks
• Extreme first passage times for random walks on networks
• Knowledge workers collaborative learning behavior modeling in an organizational social network
• Efficient algorithm to study interconnected networks
• Influence of reciprocal arcs on the degree distribution and degree correlations
• Monte-Carlo simulation study of the two-stage percolation transition in enhanced binary trees
• Critical phenomena in heterogeneous k-core percolation
• An improved HeatS+ProbS hybrid recommendation algorithm based on heterogeneous initial resource configurations
• Degree distributions of bipartite networks and their projections
• Evolving networks through deletion and duplication
• Complex networks: new trends for the analysis of brain connectivity
• Correlations of record events as a test for heavy-tailed distributions
• Metastability and anomalous fixation in evolutionary games on scale-free networks
• Clusters in weighted macroeconomic networks : the EU case. Introducing the overlapping index of GDP/capita fluctuation correlations
• Directed or Undirected? A New Index to Check for Directionality of Relations in Socio-Economic Networks
• Role of fractal dimension in random walks on scale-free networks
• Walks on Apollonian networks
• Network positions in active learning environments in physics
• Randomness and preserved patterns in cancer network
• Interplay between consensus and coherence in a model of interacting opinions
• Super-resolution community detection for layer-aggregated multilayer networks
• Weighted Scale-free Networks in Euclidean Space Using Local Selection Rule
• Uncovering the topology of configuration space networks
• Critical phase in non-conserving zero-range processes and equilibrium networks
• Modelling nonlinear dynamics of interacting tipping elements on complex networks: the PyCascades package
• Maximal spanning trees, asset graphs and random matrix denoising in the analysis of dynamics of financial networks
• Synchronisation in networks of delay-coupled type-I excitable systems
• Supersymmetric multiplex networks described by coupled Bose and Fermi statistics
• Dynamics of deceptive interactions in social networks
• Endogenous and exogenous dynamics in the fluctuations of capital fluxes: An empirical analysis of the Chinese stock market
• Mean first-passage time for random walks in general graphs with a deep trap
• Fractal Analysis on Human Behaviors Dynamics
• Entropic measures of individual mobility patterns
• Knowledge Representation Issues in Semantic Graphs for Relationship Detection
• A generative graph model for electrical infrastructure networks
• Structural stability of interaction networks against negative external fields
• Multiscale Dynamics in Communities of Phase Oscillators
• Walks on weighted networks
• Model Reduction Methods for Complex Network Systems
• Effect of edge removal on topological and functional robustness of complex networks
• The Social Media Genome: Modeling Individual Topic-Specific Behavior in Social Media
• Multiplexity versus correlation: the role of local constraints in real multiplexes
• Explosive transitions induced by interdependent contagion-consensus dynamics in multiplex networks
• Number theoretic example of scale-free topology inducing self-organized criticality
• Constrained Randomisation of Weighted Networks
• Upstream reciprocity in heterogeneous networks
• Effect of node deleting on network structure
• Life, Death and Preferential Attachment
• Ranking influential nodes in networks from partial information
• Scale-Free Structure Emerging from Co-Evolution of a Network and the Concentration of Diffusive Resources on It
• Condensation in zero-range processes on inhomogeneous networks
• Canonical Horizontal Visibility Graphs are uniquely determined by their degree sequence
• Modeling temporal networks using random itineraries
• A directed network model for World-Wide Web
• Systematic identification of statistically significant network measures
• Slave nodes and the controllability of metabolic networks
• Epidemic spreading in lattice-embedded scale-free networks
• Hierarchical Features of Large-Scale Cortical Connectivity
• Navigation in a small world with local information
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• The Network of Scientific Collaborations within the European Framework Programme
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• Discriminating Topology in Galaxy Distributions using Network Analysis
• Markovian approach to tackle the interaction of simultaneous diseases
• A network-based threshold model for the spreading of fads in society and markets
• The Number of Spanning Trees of an Infinite Family of Outerplanar, Small-World and Self-Similar Graphs
• Analysis on the urban street network of Korea: Connections between topology and meta-information
• Optimization of scale-free network for random failures
• Architecture of the Florida Power Grid as a Complex Network
• A coevolving model based on preferential triadic closure for social media networks
• Learning about knowledge: A complex network approach
• Topologies and Laplacian spectra of a deterministic uniform recursive tree
• Immunization Strategies in Networks with Missing Data
• Networks of companies and branches in Poland
• Bond percolation on a class of correlated and clustered random graphs
• The Bass diffusion model on networks with correlations and inhomogeneous advertising
• A simple, distance-dependent formulation of the Watts-Strogatz model for directed and undirected small-world networks
• Statistical significance of rich-club phenomena in complex networks
• Majority-vote model on triangular, honeycomb and Kagome lattices
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• Navigating ultrasmall worlds in ultrashort time
• A unified model for Sierpinski networks with scale-free scaling and small-world effect
• Statistical Self-Similar Properties of Complex Networks
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• Analytical results for bond percolation and k-core sizes on clustered networks
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• An Evaluation Tool for Backbone Extraction Techniques in Weighted Complex Networks
• From neurons to epidemics: How trophic coherence affects spreading processes
• A Parallel Space Saving Algorithm For Frequent Items and the Hurwitz zeta distribution
• Renormalization flows in complex networks
• Perturbation centrality and Turbine: a novel centrality measure obtained using a versatile network dynamics tool
• SI-spreading-based network embedding in static and temporal networks
• Embedding Graphs in Lorentzian Spacetime
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• Coordinated and Uncoordinated Optimization of Networks
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• On the Hyperbolicity of Large-Scale Networks
• Towards A Novel Unified Framework for Developing Formal, Network and Validated Agent-Based Simulation Models of Complex Adaptive Systems
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• Evolution of Cooperation and Coordination in a Dynamically Networked Society
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• Relating Granger causality to directed information theory for networks of stochastic processes
• Temporal, structural, and functional heterogeneities extend criticality and antifragility in random Boolean networks
• Complex Network Properties of Chinese Natural Science Basic Research
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• Robust Emergent Activity in Dynamical Networks
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• Coevolution of Glauber-like Ising dynamics and topology
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• Reciprocal relationships in collective flights of homing pigeons
• Extracting topological features from dynamical measures in networks of Kuramoto oscillators
• Robustness and stability of enterprise intranet social networks: The impact of moderators
• Handbook of Network Analysis [KONECT -- the Koblenz Network Collection]
• Complex delay dynamics on railway networks: from universal laws to realistic modelling
• Deterministic hierarchical networks
• Suppressing traffic-driven epidemic spreading by use of the efficient routing protocol
• The Beneficial Role of Mobility for the Emergence of Innovation
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• Impact of degree heterogeneity on the behavior of trapping in Koch networks
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• Effect of small-world topology on wave propagation on networks of excitable elements
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• The arrow of time across five centuries of classical music
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• Competition for Popularity in Bipartite Networks
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• Origin and implications of zero degeneracy in networks spectra
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• Privacy in Social Media: Identification, Mitigation and Applications
• Feigenbaum graphs at the onset of chaos
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• Spatial characterization of turbulent channel flow via complex networks
• Social and place-focused communities in location-based online social networks
• Ensemble Clustering for Graphs
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• What is the Entropy of a Social Organization?
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• Dynamics to equilibrium in Network Games: individual behavior and global response
• Correlations in complex networks under attack
• Robustness of skeletons and salient features in networks
• Dynamical Immunization Strategy for Seasonal Epidemics
• Ensemble Clustering for Graphs: Comparisons and Applications
• Generating Simple Directed Social Network Graphs for Information Spreading
• Component models for large networks
• Scaling properties in spatial networks and its effects on topology and traffic dynamics
• Transition from fractal to non-fractal scalings in growing scale-free networks
• The energy landscape networks of spin-glasses
• What are the Best Hierarchical Descriptors for Complex Networks?
• Developmental time windows for axon growth influence neuronal network topology
• Evolving Networks and the Development of Neural Systems
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• Clustering Spectrum of scale-free networks
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• A tensor-based unified approach for clustering coefficients in financial multiplex networks
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• An Evolving model of online bipartite networks
• A comprehensive statistical study of metabolic and protein-protein interaction network properties
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• The diplomat's dilemma: Maximal power for minimal effort in social networks
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• Multistability, local pattern formation, and global collective firing in a small-world network of non-leaky integrate-and-fire neurons
• Quantum-Classical Transitions in Complex Networks
• Fast generation of random connected graphs with prescribed degrees
• Complex Network for Solar Active Regions
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• Using synchronous Boolean networks to model several phenomena of collective behavior
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• Guiding the Self-organization of Cyber-Physical Systems
• Revising the simple measures of assortativity in complex networks
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• Random Spatial Network Models with Core-Periphery Structure
• Mutual Trust and Cooperation in the Evolutionary Hawks-Doves Game
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• Deterministic weighted scale-free small-world networks
• Exploration of an Interdisciplinary Scientific Landscape
• Cross-feeding Creates Tipping Points in Microbiome Diversity
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• $(k,q)$-core decomposition of hypergraphs
• Stochastic Models of User-Contributory Web Sites
• Multiscale Network Generation
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• Broken detailed balance and entropy production in directed networks
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• Modeling and verifying a broad array of network properties
• From sparse to dense and from assortative to disassortative in online social networks
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• A simple model clarifies the complicated relationships of complex networks
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• Agent-Based Models in Social Physics
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• Quantifying the Alignment of Graph and Features in Deep Learning
• Long-range synchrony and emergence of reentry in neural networks
• Low-temperature behaviour of social and economic networks
• Existence of a persistent hub in the convex preferential attachment model
• Symmetry-broken states on networks of coupled oscillators
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• Partition of Networks into Basins of Attraction
• Improving graph-based detection of singular events for photochemical smog agents
• Understanding Complex Systems: From Networks to Optimal Higher-Order Models
• Symmetric motifs in random geometric graphs
• A k-deformed Model of Growing Complex Networks with Fitness
• Regularized Stochastic Block Model for robust community detection in complex networks
• Dynamical robustness of complex networks subject to long-range connectivity
• A universal assortativity measure for network analysis
• Revealing directed effective connectivity of cortical neuronal networks from measurements
• Preferential attachment with information filtering - node degree probability distribution properties
• Reactive immunization on complex networks
• Antiferromagnetic Ising model in scale-free networks
• Measuring the Complexity of Continuous Distributions
• Rugged Fitness Landscapes of Kauffman Model with a Scale-Free Network
• The structure of Inter-Urban traffic: A weighted network analysis
• Profile and scaling of the fractal exponent of percolations in complex networks
• Organization and evolution of synthetic idiotypic networks
• Fast computation method for comprehensive agent-level epidemic dissemination in networks
• Centrality properties of directed module members in social networks
• Evolution in the Debian GNU/Linux software network: analogies and differences with gene regulatory networks
• Multifractal cross-correlation effects in two-variable time series of complex network vertex observables
• Network Measures of Mixing
• The effect of randomness for dependency map on the robustness of interdependent lattices
• A Formal Treatment of Generalized Preferential Attachment and its Empirical Validation
• The Gradient Mechanism in a Communication Network
• Pareto optimality in multilayer network growth
• Interplay between HIV/AIDS Epidemics and Demographic Structures Based on Sexual Contact Networks
• Growth-Driven Percolations: The Dynamics of Community Formation in Neuronal Systems
• On the spectral unfolding of chaotic and mixed systems
• Motifs in Triadic Random Graphs based on Steiner Triple Systems
• Spreading of localized attacks on spatial multiplex networks with a community structure
• Critical behavior and correlations on scale-free small-world networks. Application to network design
• Networks of noisy oscillators with correlated degree and frequency dispersion
• Discovering Communication Pattern Shifts in Large-Scale Labeled Networks using Encoder Embedding and Vertex Dynamics
• Effects of component-subscription network topology on large-scale data centre performance scaling
• Spectral coarse graining for random walk in bipartite networks
• Interpreting communities based on the evolution of a dynamic attributed network
• Towards a Formal, Visual Framework of Emergent Cognitive Development of Scholars
• Instability in a Network Coevolving with a Particle System
• On the formation of structure in growing networks
• Link-space formalism for network analysis
• Kinetic-growth self-avoiding walks on small-world networks
• Small world of Ulam networks for chaotic Hamiltonian dynamics
• Lumping of Degree-Based Mean Field and Pair Approximation Equations for Multi-State Contact Processes
• Degree Landscapes in Scale-Free Networks
• Structural and spectral properties of a family of deterministic recursive trees: Rigorous solutions
• Spatiotemporal correlations of aftershock sequences
• Preferential attachment with partial information
• Emergence of collective memories
• Social patterns revealed through random matrix theory
• Cyber Network Resilience against Self-Propagating Malware Attacks
• Measuring Scientific Brain Drain with Hubs and Authorities: a Dual Perspective
• Adaptive Event Dissemination for Peer-to-Peer Multiplayer Online Games
• Efficiently Detecting Overlapping Communities through Seeding and Semi-Supervised Learning
• Common Metrics for Analyzing, Developing and Managing Telecommunication Networks
• Multilayer modeling of adoption dynamics in energy demand management
• S-curve networks and an approximate method for estimating degree distributions of complex networks
• Complex networks and glassy dynamics: walks in the energy landscape
• Saturation Effects and the Concurrency Hypothesis: Insights from an Analytic Model
• Random field Ising model on networks with inhomogeneous connections
• Statistical mechanics of random geometric graphs: Geometry-induced first order phase transition
• Dynamical influence processes on networks: General theory and applications to social contagion
• Complete hierarchies of SIR models on arbitrary networks with exact and approximate moment closure
• Hyperbolic Deep Neural Networks: A Survey
• A Method for Group Extraction and Analysis in Multilayer Social Networks
• A quantitative method for determining the robustness of complex networks
• Properties of Healthcare Teaming Networks as a Function of Network Construction Algorithms
• Transmission of packets on a hierarchical network: Statistics and explosive percolation
• The Paradox of Second-Order Homophily in Networks
• Can recurrence networks show small world property?
• Resampling effects on significance analysis of network clustering and ranking
• Emergence of Network Motifs in Deep Neural Networks
• Complex Grid Computing
• Disease spreading with social distancing: A prevention strategy in disordered multiplex networks
• An energy-based interaction model for population opinion dynamics with topic coupling
• Dynamic Computation of Network Statistics via Updating Schema
• Effect of overlap on spreading dynamics on multiplex networks
• Impact of Inter-Country Distances on International Tourism
• Jensen's force and the statistical mechanics of cortical asynchronous states
• Metaplex networks: influence of the exo-endo structure of complex systems on diffusion
• A unified framework for spectral clustering in sparse graphs
• Mapping Coupled Time-series Onto Complex Network
• Unstable Dynamics, Nonequilibrium Phases and Criticality in Networked Excitable Media
• Equilibrium statistical mechanics on correlated random graphs
• Optimal synchronization on strongly connected directed networks
• Evolutionary Subnetworks in Complex Systems
• Ising model on a 2D additive Small-World Network
• Finding Proper Time Intervals for Dynamic Network Extraction
• Extreme multistability in symmetrically coupled clocks
• Estimating epidemic arrival times using linear spreading theory
• Explosion and distances in scale-free percolation
• Cluster structure of functional networks estimated from high-resolution EEG data
• Transition from localized to mean field behaviour of cascading failures in the fiber bundle model on complex networks
• Stationary patterns in star networks of bistable units: Theory and application to chemical reactions
• Sudden spreading of infections in an epidemic model with a finite seed fraction
• Stylized facts in social networks: Community-based static modeling
• Directed Network of Substorms Using SuperMAG Ground-Based Magnetometer Data
• Network Information Flow in Small World Networks
• Complex Networks
• Using Chinese Characters To Generate Text-Based Passwords For Information Security
• Edge anisotropy and the geometric perspective on flow networks
• Entropy production in systems with random transition rates
• A neuronal network model of interictal and recurrent ictal activity
• Evolving network - simulation study. From regular lattice to scale free network
• LUNES: Agent-based Simulation of P2P Systems (Extended Version)
• Asymmetric disease dynamics in multihost interconnected networks
• Modelling Disorder: the Cases of Wetting and DNA Denaturation
• Maximum matchings in scale-free networks with identical degree distribution
• Analytical estimation of the correlation dimension of integer lattices
• Avalanches in complex spin networks
• Mathematical and Algorithmic Analysis of Network and Biological Data
• Local community extraction in directed networks
• Mixing properties of growing networks and the Simpson's paradox
• An Information-Theoretic Formalism for Multiscale Structure in Complex Systems
• A new algorithm for extracting a small representative subgraph from a very large graph
• FAQ: Questions Asked Frequently
• Impact of noise and damage on collective dynamics of scale-free neuronal networks
• Triadic analysis of affiliation networks
• Random Sequential Renormalization and Agglomerative Percolation in Networks: Application to Erd"os-R'enyi and Scale-free Graphs
• Onset of Synchronization in Weighted Complex Networks: the Effect of Weight-Degree Correlation
• Random graph model with power-law distributed triangle subgraphs
• Towards Self-organizing Bureaucracies
• Network analysis of online bidding activity
• Scale-free networks with a large- to hypersmall-world transition
• Rigorous results on the threshold network model
• Quality functions in community detection
• Hierarchical Spatial Organization of Geographical Networks
• A General Stochastic Information Diffusion Model in Social Networks based on Epidemic Diseases
• Finding an infection source under the SIS model
• User-Relatedness and Community Structure in Social Interaction Networks
• An optimal network for passenger traffic
• Contact graphs of disk packings as a model of spatial planar networks
• K-Scaffold subgraphs of Complex networks
• A rigorous definition of axial lines: ridges on isovist fields
• Enhancing Transport Efficiency by Hybrid Routing Strategy
• Social Climber attachment in forming networks produces phase transition in a measure of connectivity
• Community Detection in Complex Networks Using Agents
• 1D Three-state mean-field Potts model with first- and second-order phase transitions
• Detecting groups of similar components in complex networks
• Network-based model of the growth of termite nests
• PageRank and rank-reversal dependence on the damping factor
• My friends also prefer diverse music: homophily and link prediction with user preferences for mainstream, novelty, and diversity in music
• Wikipedia: organisation from a bottom-up approach
• Models, Entropy and Information of Temporal Social Networks
• The Curse of Instability
• Mathematical and computer tools of discrete dynamic modeling and analysis of complex systems in control loop
• Large deviations for the degree structure in preferential attachment schemes
• Statistics of Two-point Correlation and Network Topology for Lyman Alpha Emitters at $z\approx 2.67$
• Bypass rewiring and robustness of complex networks
• Cycles and Clustering in Multiplex Networks
• Emergence of Cooperation in Non-scale-free Networks
• Sandpile model on an optimized scale-free network on Euclidean space
• Binary dynamics on star networks under external perturbations
• Self-avoiding walks and connective constants in clustered scale-free networks
• An Exact Algorithm for Minimum Weight Vertex Cover Problem in Large Graphs
• Nucleation in scale-free networks
• Promoting cooperation by preventing exploitation: The role of network structure
• The rigorous solution for the average distance of a Sierpinski network
• Link deletion in directed complex networks
• Clustering in large networks does not promote upstream reciprocity
• Cycle flow based module detection in directed recurrence networks
• Scaling of disordered recursive networks
• Connectivity and Dynamics of Neuronal Networks as Defined by the Shape of Individual Neurons
• Dynamic rewiring in small world networks
• Benefits of Semantics on Web Service Composition from a Complex Network Perspective
• Robustness of community structure under edge addition
• Controlling distant contacts to reduce disease spreading on disordered complex networks
• Entropy of labeled versus unlabeled networks
• Explicit probabilistic models for databases and networks
• Cosmological networks
• Zero-temperature Glauber dynamics on small-world networks
• Do extremists impose the structure of social networks?
• Fundamental Structural Constraint of Random Scale-Free Networks
• Time scales of epidemic spread and risk perception on adaptive networks
• Large Communities in a scale-free network
• Communication cliques in mobile phone calling networks
• Multi-Level Steiner Trees
• The interplay of university and industry through the FP5 network
• Topology of Cell-Aggregated Planar Graphs
• Dynamical Complex Network Models of the Turbulent Cascade
• Statistical Models for Degree Distributions of Networks
• Detecting the optimal number of communities in complex networks
• Small-world networks of optical fiber lattices
• Percolation of networks with directed dependency links
• Spontaneous symmetry breaking and discontinuous phase transition for spreading dynamics in multiplex networks
• Building Cooperative Networks
• Locally computable approximations for spectral clustering and absorption times of random walks
• The $\beta$-model for Random Graphs --- Regression, Cramér-Rao Bounds, and Hypothesis Testing
• Modeling interacting dynamic networks: II. Systematic study of the statistical properties of cross-links between two networks with preferred degrees
• Spontaneous symmetry breaking in ride-sharing adoption dynamics
• A Model of Gene Expression Based on Random Dynamical Systems Reveals Modularity Properties of Gene Regulatory Networks
• Efficient Bayesian Community Detection using Non-negative Matrix Factorisation
• NEFI: Network Extraction From Images
• Modeling the Co-occurrence Principles of the Consonant Inventories: A Complex Network Approach
• Tuning the Clustering Coefficient of Generalized Circulant Networks
• Emergence of coexisting percolating clusters in networks
• Balanced condition in networks leads to Weibull statistics
• DyANE: Dynamics-aware node embedding for temporal networks
• The multiple effects of gradient coupling on network synchronization
• Analysis of network by generalized mutual entropies
• Modeling the IPv6 Internet AS-level Topology
• Complex Networks: Time-Dependent Connections and Silent Nodes
• Complex Network Analysis of State Spaces for Random Boolean Networks
• Radial Structure of the Internet
• Study of Interaction and Complete Merging of Binary Cyclones Using Complex Networks
• Network analysis of the Kyiv bylyny cycle -- east Slavic epic narratives
• Flux distribution in metabolic networks close to optimal biomass production
• A review of mechanistic and data-driven models of terrorism and radicalization
• Two types of well followed users in the followership networks of Twitter
• When is a scale-free graph ultra-small?
• Goodness of fit of logistic models for random graphs
• Social dilemmas in off-lattice populations
• Structural efficiency of percolation landscapes in flow networks
• Coherence Scaling of Noisy Second-Order Scale-Free Consensus Networks
• Impact of network topology on efficiency of proximity measures for community detection
• Properties of weighted complex networks
• The Power Grid as a Complex Network: a Survey
• Robustness of correlated networks against propagating attacks
• Criticality and Continuity of Explosive Site Percolation in Random Networks
• Formal Context Generation using Dirichlet Distributions
• The Diffusive Epidemic Process on Barabasi-Albert Networks
• Degree distribution of position-dependent ball-passing networks in football games
• Strategic Attack & Defense in Security Diffusion Games
• "If You Can't Beat them, Join them": A Usability Approach to Interdependent Privacy in Cloud Apps
• Self-Organization and Complex Networks
• Two faces of greedy leaf removal procedure on graphs
• Anonymity in the Wild: Mixes on unstructured networks
• Absence of the non-percolating phase for percolation on the non-planar Hanoi network
• Online Myopic Network Covering
• Optimal Scale-Free Small-World Graphs with Minimum Scaling of Cover Time
• Multi-hop assortativities for networks classification
• Inferring topologies via driving-based generalized synchronization of two-layer networks
• Analyzing Social Interaction Networks from Twitter for Planned Special Events
• Colloidal suspensions of C-particles: Entanglement, percolation and microrheology
• Minimal paths between communities induced by geographical networks
• The effects of within-neuron degree correlations in networks of spiking neurons
• Diversity of hysteresis in a fully cooperative coinfection model
• Improving controllability of complex networks by rewiring links regularly
• Knowledge Acquisition by Networks of Interacting Agents in the Presence of Observation Errors
• Weighted distances in scale-free preferential attachment models
• Maximal Intersection Queries in Randomized Input Models
• Explosive Crump-Mode-Jagers branching processes
• An alternative approach to determining average distance in a class of scale-free modular networks
• Multiscale Computations on Neural Networks: From the Individual Neuron Interactions to the Macroscopic-Level Analysis
• Vertex labeling and routing in expanded Apollonian networks
• An embedding-based distance for temporal graphs
• Modeling Network Evolution Using Graph Motifs
• Classification of Close Binary Stars Using Recurrence Networks
• Naming Games in Spatially-Embedded Random Networks
• Structural patterns in complex systems using multidendrograms
• Subgraphs and motifs in a dynamic airline network
• Rounding of first-order phase transitions and optimal cooperation in scale-free networks
• Analyzing Trails in Complex Networks
• Mechanisms for tuning clustering and degree-correlations in directed networks
• A useful criterion on studying consistent estimation in community detection
• Spectra, hitting times, and resistance distances of $q$-subdivision graphs
• Non-overlapping community detection
• Estimating the Degree Centrality Ranking of a Node
• Percolation of randomly distributed growing clusters
• Sample-to-sample fluctuations in real-network ensembles
• Host--parasite models on graphs
• Selective pressure on metabolic network structures as measured from the random blind-watchmaker network
• Percolation on Networks with Antagonistic and Dependent Interactions
• Rank me thou shalln't Compare me
• Higher-Order Spectral Clustering under Superimposed Stochastic Block Model
• Discovering universal statistical laws of complex networks
• Scientometric analysis of Condensed Matter Physics journal
• Vertex routing models
• Generation of scale-free networks using a simple preferential rewiring dynamics
• Second-order Control of Complex Systems with Correlated Synthetic Data
• Random Processes with High Variance Produce Scale Free Networks
• Graphs (networks) with golden spectral ratio
• "Winner takes it all": strongest node rule for evolution of scale free networks
• Fractional dynamics on circulant multiplex networks: optimal coupling and long-range navigation for continuous-time random walks
• Noise Enhanced Activity in a Complex Network
• A dynamic network model of societal complexity and resilience inspired by Tainter's theory of collapse
• Maximal switchability of centralized networks
• Random graphs and real networks with weak geometric coupling
• Levy geometric graphs
• System approach to synthesis, modeling and control of complex dynamical systems
• Fast Community Identification by Hierarchical Growth
• Clustering coefficients for networks with higher order interactions
• Lattice splitting under intermittent flows
• Activity patterns on random scale-free networks: Global dynamics arising from local majority rules
• Statistical mechanical approach of complex networks with weighted links
• Synergistic Graph Fusion via Encoder Embedding
• A Game Theoretic Perspective on Network Topologies
• Optimum topology of quasi-one dimensional nonlinear optical quantum systems
• What do we learn from correlations of local and global network properties?
• An Analysis of the Transition Zone Between the Various Scaling Regimes in the Small-World Model
• Shadow networks: Discovering hidden nodes with models of information flow
• Phase diagram of epidemic spreading - unimodal vs. bimodal probability distributions
• A Latent Parameter Node-Centric Model for Spatial Networks
• Protein residue networks from a local search perspective
• Signal transmission in a Y-shaped one-way chain
• A Network Perspective on Software Modularity
• Spacing ratio statistics of multiplex directed networks
• Towards Decentralized Trading: A Topological Investigation of the Dutch Medium and Low Voltage Grids
• Centralities in Simplicial Complexes
• The relationship between structure and function in locally observed complex networks
• "Clumpiness" Mixing in Complex Networks
• Enhancing synchronization in growing networks
• Inhomogeneous percolation models for spreading phenomena in random graphs
• A Generative Model of Software Dependency Graphs to Better Understand Software Evolution
• Threshold games and cooperation on multiplayer graphs
• How Complex Contagions Spread Quickly in the Preferential Attachment Model and Other Time-Evolving Networks
• Push- and Pull-based Epidemic Spreading in Networks: Thresholds and Deeper Insights
• Scaling Laws in Chennai Bus Network
• Networks from gene expression time series: characterization of correlation patterns
• Null-eigenvalue localization of quantum walks on real-world complex networks
• Criterions for locally dense subgraphs
• The multiplicative coalescent, inhomogeneous continuum random trees, and new universality classes for critical random graphs
• sGrapp: Butterfly Approximation in Streaming Graphs
• Preservation of network Degree Distributions from non-uniform failures
• Generalized $k$-core pruning process on directed networks
• Catching the head, tail, and everything in between: a streaming algorithm for the degree distribution
• From Network Structure to Dynamics and Back Again: Relating dynamical stability and connection topology in biological complex systems
• Predicting transitions in cooperation levels from network connectivity
• Network evolution towards optimal dynamical performance
• Forget Partitions: Cluster Synchronization in Directed Networks Generate Hierarchies
• Static Pairwise Annihilation in Complex Networks
• Reentrant phase transition in a predator-prey model
• Live and Dead Nodes
• Robustness of networks against propagating attacks under vaccination strategies
• Node-Context Network Clustering using PARAFAC Tensor Decomposition
• Applying Smarta to the analysis of tourist networks
• Homophily Within and Across Groups
• Complex networks with scale-free nature and hierarchical modularity
• Network-based confidence scoring system for genome-scale metabolic reconstructions
• Sznajd Complex Networks
• Statistical Mechanics of Semi-Supervised Clustering in Sparse Graphs
• Bounds on the Satisfiability Threshold for Power Law Distributed Random SAT
• Person-centered and qualitative approaches to network analysis in physics education research
• Forman-Ricci curvature and Persistent homology of unweighted complex networks
• Epidemic thresholds in directed complex networks
• Distributed k-Core Decomposition
• Boosting the Accuracy of Differentially-Private Histograms Through Consistency
• Motif based hierarchical random graphs: structural properties and critical points of an Ising model
• Graph Theory and Networks in Biology
• Node-layer duality in networked systems
• Structure-based approach can identify driver nodes in ensembles of biologically-inspired Boolean networks
• Biases in Inverse Ising Estimates of Near-Critical Behaviour
• Clusterization, frustration and collectivity in random networks
• The Community Structure of Econophysicist Collaboration Networks
• Evolutionary of Online Social Networks Driven by Pareto Wealth Distribution and Bidirectional Preferential Attachment
• Complex Network Analysis of a Graphic Novel: The Case of the Bande Dessinée Thorgal
• Eigenvalue ratio statistics of complex networks: Disorder vs. Randomness
• Statistics of the two-star ERGM
• Structural phase transition in evolving networks
• Dynamics of interacting information waves in networks
• Asymmetric coevolutionary voter dynamics
• Cliques and a new measure of clustering: with application to U.S. domestic airlines
• Centralities in complex networks
• The effects of degree distributions in random networks of Type-I neurons
• Community Detection for Access-Control Decisions: Analysing the Role of Homophily and Information Diffusion in Online Social Networks
• A Simple and Generic Paradigm for Creating Complex Networks Using the Strategy of Vertex Selecting-and-Pairing
• Higher-order distributions and nongrowing complex networks without multiple connections
• Diffusion Processes on Small-World Networks with Distance-Dependent Random-Links
• Power laws of the in-degree and out-degree distributions of complex networks
• Cost and Effects of Pinning Control for Network Synchronization
• Degree-targeted cascades in modular, degree-heterogeneous networks
• Average distance in growing trees
• The effect of the initial network configuration on preferential attachment
• How visas shape and make visible the geopolitical architecture of the planet
• Phase changes in delay propagation networks
• The role of caretakers in disease dynamics
• A contraction based, singular perturbation approach to near-decomposability in complex systems
• Long paths in first passage percolation on the complete graph II. Global branching dynamics
• A note on a generalization of eigenvector centrality for bipartite graphs and applications
• Edge Balance Ratio: Power Law from Vertices to Edges in Directed Complex Network
• Giant component sizes in scale-free networks with power-law degrees and cutoffs
• On metastable configurations of small-world networks
• Facility Location in Evolving Metrics
• Threshold-Controlled Global Cascading in Wireless Sensor Networks
• Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure
• On Weisfeiler-Leman Invariance: Subgraph Counts and Related Graph Properties
• Reconstructing dynamics of complex systems from noisy time series with hidden variables
• Biology helps to construct weighted scale free networks
• Stochastic model for scale-free networks with cutoffs
• The Resident Space Objects Network: a complex system approach for shaping space sustainability
• A New Framework for Network Disruption
• Effects of substrate network topologies on competition dynamics
• Potts Model On Random Trees
• Percolation Thresholds of the Fortuin-Kasteleyn Cluster for the Edwards-Anderson Ising Model on Complex Networks
• Identifying robust features of community structure in complex networks
• Structural Analysis of Viral Spreading Processes in Social and Communication Networks Using Egonets
• Centralities for Networks with Consumable Resources
• Modeling spatial social complex networks for dynamical processes
• Scale-free networks may not necessarily witness cooperation
• Community detection for directed networks revisited using bimodularity
• The cause of universality in growth fluctuations
• Network Topology and Time Criticality Effects in the Modularised Fleet Mix Problem
• Why do simple algorithms for triangle enumeration work in the real world?
• Geometry and symmetry in biochemical reaction systems
• Sketching a Space of Brain States
• Epidemic modelling requires knowledge of the social network
• Avoidance, Adjacency, and Association in Distributed Systems Design
• Statistical Characteristics and Community analysis of Urban Road Networks
• Better with Less: A Data-Active Perspective on Pre-Training Graph Neural Networks
• Robustness of Regular Graphs Based on Natural Connectivity
• Intermittent exploration on a scale-free network
• Growing Networks: Limit in-degree distribution for arbitrary out-degree one
• Designing Networks: A Mixed-Integer Linear Optimization Approach
• Heterogeneous information network model for equipment-standard system
• Distances in random graphs with infinite mean degrees
• Node Diversification in Complex Networks by Decentralized Coloring
• Moment-Closure Approximations for Discrete Adaptive Networks
• On dynamic random graphs with degree homogenization via anti-preferential attachment probabilities
• Inverse transitions in a spin-glass model on a scale-free network
• Detecting and Describing Dynamic Equilibria in Adaptive Networks
• Information geometry, simulation and complexity in Gaussian random fields
• Immunization for complex network based on the effective degree of vertex
• Degree and component size distributions in generalized uniform recursive tree
• Emergence of (bi)multi-partiteness in networks having inhibitory and excitatory couplings
• Ferromagnetic Ising spin systems on the growing random tree
• Clustering of Local Optima in Combinatorial Fitness Landscapes
• Complex networks generated by the Penna bit-string model: Emergence of small-world and assortative mixing
• Fingerprint for Network Topologies
• Quantifying information loss on chaotic attractors through recurrence networks
• Identification of intrinsic long-range degree correlations in complex networks
• Modelling and prediction of financial trading networks: An application to the NYMEX natural gas futures market
• Reply & Supply: Efficient crowdsourcing when workers do more than answer questions
• Network Community Detection on Metric Space
• Triadic time series motifs
• A betweenness structure entropy of complex networks
• Preventive and Reactive Cyber Defense Dynamics Is Globally Stable
• Stochastic blockmodels for exchangeable collections of networks
• Atypical scaling behavior persists in real world interaction networks
• Explosive Percolation on Directed Networks Due to Monotonic Flow of Activity
• Rank-based model for weighted network with hierarchical organization and disassortative mixing
• Stability of strategies in payoff-driven evolutionary games on networks
• Nucleation pathways on complex networks
• Message Transfer in a Communication Network
• Vitality of Neural Networks under Reoccurring Catastrophic Failures
• Enhance the Efficiency of Heuristic Algorithm for Maximizing Modularity Q
• Local cluster-size statistics in the critical phase of bond percolation on the Cayley tree
• Large subgraphs in pseudo-random graphs
• Phase transition in the two star Exponential Random Graph Model
• Dynamic regulation of resource transport induces criticality in interdependent networks of excitable units
• Heterogeneous attachment strategies optimize the topology of dynamic wireless networks
• Efficient Detection of Hot Span in Information Diffusion from Observation
• Node similarity within subgraphs of protein interaction networks
• Exactly scale-free scale-free networks
• Impact of human-human contagions in the spread of vector-borne diseases
• Controllability of a Class of Swarm Signaling Networks
• Estimating the number of communities in weighted networks
• Network-Based Approach for Modeling and Analyzing Coronary Angiography
• A novel approach to study realistic navigations on networks
• Recurrence network analysis in a model tripartite quantum system
• Engineering a Distributed-Memory Triangle Counting Algorithm
• EMH: Extended Mixing H-index centrality for identification important users in social networks based on neighborhood diversity
• Individual based SIS models on (not so) dense large random networks
• The origin of preferential attachment and the generalized preferential attachment for weighted networks
• Modular Networks for Validating Community Detection Algorithms
• Greedy Connectivity of Geographically Embedded Graphs
• Improving Network Inference: The Impact of False Positive and False Negative Conclusions about the Presence or Absence of Links
• Degree product rule tempers explosive percolation in the absence of global information
• Geometric properties of graph layouts optimized for greedy navigation
• Simplex triangulation induced scale-free networks
• Dependence of the average to-node distance on the node degree for random graphs and growing networks
• Adaptive Dynamics of Realistic Small-World Networks
• Heterogeneous network with distance dependent connectivity
• Traffic dynamics of packets generated with non-homogeneously selected sources and destinations in scale-free networks
• Signatures of currency vertices
• Priority diffusion model in lattices and complex networks
• Scatter Networks: A New Approach for Analyzing Information Scatter on the Web
• Clone size distributions in networks of genetic similarity
• Approaching the thermodynamic limit in equilibrated scale-free networks
• Clustering Coefficients of Protein-Protein Interaction Networks
• Scale-free random branching tree in supercritical phase
• A transition from river networks to scale-free networks
• An Analysis on the Influence of Network Topologies on Local and Global Dynamics of Metapopulation Systems
• New consistent and asymptotically normal estimators for random graph mixture models
• A Computational Analysis of Collective Discourse
• A new structure entropy of complex networks based on Tsallis nonextensive statistical mechanics
• Network Motifs Analysis of Croatian Literature
• First passage percolation on random graphs with infinite variance degrees
• Static and dynamic behavior of multiplex networks under interlink strength variation
• Inference for interacting linear waves in ordered and random media
• The Impact of Imperfect Information on Network Attack
• On the Robustness of Uncertain Consensus Networks
• Inherent limits on optimization and discovery in physical systems
• Counting triangles, tunable clustering and the small-world property in random key graphs (Extended version)
• Effect of Burstiness on the Air Transportation System
• Tristable and multiple bistable activity in complex random binary networks of two-state units
• Periodic fluctuations in correlation-based connectivity density time series: application to wind speed-monitoring network in Switzerland
• Interlayer link prediction in multiplex social networks: an iterative degree penalty algorithm
• Vital Spreaders Identification in Complex Networks with Multi-Local Dimension
• A simple bipartite graph projection model for clustering in networks
• Ageing of complex networks
• Strong Consistency, Graph Laplacians, and the Stochastic Block Model
• Contact Tracing: Computational Bounds, Limitations and Implications
• Modularity Optimization as a Training Criterion for Graph Neural Networks
• Encoder Embedding for General Graph and Node Classification
• Robustness of Random Networks with Selective Reinforcement against Attacks
• Compression-based inference of network motif sets
• The impact of social noise on the majority rule model across various network topologies
• A Fast Monte Carlo algorithm for evaluating matrix functions with application in complex networks
• A Generative Hypergraph Model for Double Heterogeneity
• Pesticide concentration monitoring: investigating spatio-temporal patterns in left censored data
• Stochastic resetting in a networked multiparticle system with correlated transitions
• Eigenvector localization in hypergraphs: pair-wise vs higher-order links
• The political economy of big data leaks: Uncovering the skeleton of tax evasion
• Node differentiation dynamics along the route to synchronization in complex networks
• Hubs-biased resistance distances on graphs and networks
• Reconstructing Network Structures from Partial Measurements
• Modular structure in labour networks reveals skill basins
• Spectral and Dynamic Consequences of Network Specialization
• Existence of Life in 2 + 1 Dimensions
• Network generation and evolution based on spatial and opinion dynamics components
• Estimating Formation Mechanisms and Degree Distributions in Mixed Attachment Networks
• Co-evolution of nodes and links: diversity driven coexistence in cyclic competition of three species
• Graph Distance from the Topological View of Non-backtracking Cycles
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• Meet me in the middle: The reunification of Germany's research network
• Spectral properties of the hierarchical product of graphs
• Analytic solutions for links and triangles distributions in finite Barabási-Albert networks
• The Dynamics of Initiative in Communication Networks
• Asynchronous adaptive networks
• Fundamental limitations of network reconstruction
• Degree-dependent network growth: From preferential attachment to explosive percolation
• Network Topologies of Financial Market During the Global Financial Crisis
• Robustness and Directed Structures in Ecological Flow Networks
• Analysis of communities in a mythological social network
• Web Services Dependency Networks Analysis
• How does degree heterogeneity affect nucleation of Ising model on complex networks?
• The effect of network structure on phase transitions in queuing networks
• Organic Design of Massively Distributed Systems: A Complex Networks Perspective
• Phase transition without global ordering in a hierarchical scale-free network
• Link power coordination for energy conservation in complex communication networks
• Diversity and critical behavior in prisoner's dilemma game
• Predictive Analysis for Social Processes I: Multi-Scale Hybrid System Modeling
• Predictive Analysis for Social Processes II: Predictability and Warning Analysis
• Internet data packet transport: from global topology to local queueing dynamics
• Deterministic scale-free networks created in a recursive manner
• Random graphs with arbitrary i.i.d. degrees
• Reaction diffusion processes on random and scale-free networks
• Small-World Network Effect in Competing Glauber- and Kawasaki-type Dynamics
• Percolation Transitions in Growing Networks Under Achlioptas Processes: Analytic Solutions
• Generating Hierarchically Modular Networks via Link Switching
• Incorporating uncertainty into the study of animal social networks
• Graph fractal dimension and structure of fractal networks: a combinatorial perspective
• The Atlas for the Aspiring Network Scientist
• The Swiss Board Directors Network in 2009
• Small disturbances can trigger cascading failures in power grids
• Random walk in degree space and the time-dependent Watts-Strogatz model
• The connectivity-profile of random increasing k-trees
• A framework for evaluating complex networks measurements
• Locating the Source of Large-scale Diffusion of Foodborne Contamination
• Pinning Complex Networks by a Single Controller
• Epidemic dynamics on complex networks
• Superelliptical laws for complex networks
• Localized attack on clustering networks
• A pathway-based network analysis of hypertension-related genes
• Symmetry-based coarse-graining of evolved dynamical networks
• Sparse Random Block Matrices
• One-dimensional Ising model built on small-world networks: competing dynamics
• A weighted planar stochastic lattice with scale-free, small-world and multifractal properties
• Generating functions for message-passing on weighted networks: directed bond percolation and SIR epidemics
• Potts model with q=3 and 4 states on directed Small-World network
• Cooperation and its evolution in growing systems with cultural reproduction
• Optimized two-dimensional Networks with edge crossing cost: frustrated anti-ferromagnetic spin system
• The influence of the network topology on the agility of a supply chain
• Uncertainty quantification in the Bradley-Terry-Luce model
• Machine Learning Analysis of Complex Networks in Hyperspherical Space
• Limit of trees with fixed degree sequence
• K-Reach: Who is in Your Small World
• Synchronization in Small-World-Connected Computer Networks
• Mean field limits of co-evolutionary signed heterogeneous networks
• Analysing international events through the lens of statistical physics: the case of Ukraine
• The role of vegetables trade network in global epidemics
• Community detection analysis in wind speed-monitoring systems using mutual information-based complex network
• Detecting Structure of Complex Network by Quantum Bosonic Dynamics
• Cutting-Plane Algorithms and Solution Whitening for the Vertex-Cover Problem
• Characterization of Large-Scale Functional Brain Networks During Ketamine-Medetomidine Anesthetic Induction
• Strong Structural Controllability of Systems on Colored Graphs
• Discovering Block Structure in Networks
• Synchronizability and synchronization dynamics of weighed and unweighed scale free networks with degree mixing
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• Describing the effect of influential spreaders on the different sectors of Indian market: a complex networks perspective
• Bifractality of fractal scale-free networks
• Hierarchy, Fractality, Small-World and Resilience of Haversian Bone Structure: A Complex Network Study
• Evolution of correlated multiplexity through stability maximization
• Dynamic Graph Metrics: Tutorial, Toolbox, and Tale
• Erdös-Rényi phase transition in the Axelrod model on complete graphs
• Disease Transmission on Random Graphs Using Edge-Based Percolation
• Resilience of antagonistic networks with regard to the effects of initial failures and degree-degree correlations
• Degree distribution of shortest path trees and bias of network sampling algorithms
• Diffusion on assortative networks: from mean-field to agent-based, via Newman rewiring
• Tradition and Innovation in Scientists' Research Strategies
• Equilibrium distributions in entropy driven balanced processes
• Coarse-grained Monte Carlo simulations of the phase transition of Potts model on weighted networks
• Finding Influential Cores via Normalized Ricci Flows in Directed and Undirected Hypergraphs with Applications
• Condensation phase transition in nonlinear fitness networks
• Percolation on random graphs with a fixed degree sequence
• Large Fluctuations in Anti-Coordination Games on Scale-Free Graphs
• Binary decision making with very heterogeneous influence
• Organisation of signal flow in directed networks
• Strength Distribution in Derivative Networks
• A statistical network analysis of the HIV/AIDS epidemics in Cuba
• Cost-volume relationships for flows through a disordered network
• A unified model for informetrics based on the wave and heat equations
• A General Framework for Complex Network Applications
• Social Network Dynamics in a Massive Online Game: Network Turnover, Non-densification, and Team Engagement in Halo Reach
• Generating Scale-free Networks with Adjustable Clustering Coefficient Via Random Walks
• Topological Properties of Web Services Similarity Networks
• Phase Transitions in Edge-Weighted Exponential Random Graphs: Near-Degeneracy and Universality
• Resolution limit revisited: community detection using generalized modularity density
• Complex Networks in the Framework of Nonassociative Geometry
• Diversity of Cortical States at Non-Equilibrium Simulated by the Ferromagnetic Ising Model Under Metropolis Dynamics
• Projective, Sparse, and Learnable Latent Position Network Models
• Geometric constraints in protein folding
• Frequently Co-cited Publications: Features and Kinetics
• Diffusion in Colocation Contact Networks: the Impact of Nodal Spatiotemporal Dynamics
• Filter Design for Autoregressive Moving Average Graph Filters
• A novel configuration model for random graphs with given degree sequence
• An introduction to spectral distances in networks (extended version)
• Simple reaction-diffusion population model on scale-free networks
• Stochastic epidemic models: a survey
• Properties of Latent Variable Network Models
• Transitivity Correlation: Measuring Network Transitivity as Comparative Quantity
• Emergent Opinion Dynamics on Endogenous Networks
• Structural Properties of Networks Grown via an Achlioptas Process
• Network Science approach to Modelling Emergence and Topological Robustness of Supply Networks: A Review and Perspective
• Scale-free tree network with an ultra-large diameter
• Study Of The Fundamental Physical Principles in Atmospheric Modeling Based On Identification Of Atmosphere - Climate Control Factors: Bromine Explosion At The Polar Arctic Sunrise
• Dynamic Community Detection into Analyzing of Wildfires Events
• Synchronization of Chaos
• Critical phenomena in the dynamical visibility graph
• Diclique clustering in a directed random graph
• Incremental Learning with Accuracy Prediction of Social and Individual Properties from Mobile-Phone Data
• Mobile Homophily and Social Location Prediction
• Identifying Influential Nodes in Weighted Networks using k-shell based HookeRank Algorithm
• An impossibility result for Markov Chain Monte Carlo sampling from micro-canonical bipartite graph ensembles
• Entangled quantum cellular automata, physical complexity, and Goldilocks rules
• Probability-graphons: Limits of large dense weighted graphs
• Simple rules govern finite-size effects in scale-free networks
• Universality of competitive networks for weighted networks
• Numerical assessment of the percolation threshold using complement networks
• Dynamics of Helping Behavior and Networks in a Small World
• Refined Graph Encoder Embedding via Self-Training and Latent Community Recovery
• Self-organization of the Sound Inventories: Analysis and Synthesis of the Occurrence and Co-occurrence Networks of Consonants
• Fast and Scalable Multi-Kernel Encoder Classifier
• Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs
• The complex social network from The Lord of The Rings
• System Theoretic Viewpoint on Modeling of Complex Systems: Design, Synthesis, Simulation, and Control
• Mixing time of exponential random graphs
• On the Capacity of Fractal D2D Social Networks with Hierarchical Communications
• Characterization of the Community Structure of Large-Scale Functional Brain Networks During Ketamine-Medetomidine Anesthetic Induction
• Demographic and Structural Characteristics to Rationalize Link Formation in Online Social Networks
• Quantifying the role of supernatural entities and the effect of missing data in Irish sagas
• Graph spectra as a systematic tool in computational biology
• Accurate and Fast Estimation of Temporal Motifs using Path Sampling
• Maximizing Entropy Yields Spatial Scaling in Social Networks
• Limits of Friendship Networks in Predicting Epidemic Risk
• Limits on Relief through Constrained Exchange on Random Graphs
• A Social Network Analysis of Articles on Social Network Analysis
• Growth strategy determines network performance
• Randomness criteria in binary visibility graph perspective
• Gaussian Networks Generated by Random Walks
• Critical phenomena on heterogeneous small-world networks
• Numerical study of a three-state host-parasite system on the square lattice
• Found Graph Data and Planted Vertex Covers
• Greed is Good for Deterministic Scale-Free Networks
• The Network of Mexican Cities
• Tsallis mapping in growing complex networks with fitness
• Continuum limit of critical inhomogeneous random graphs
• Monotonic and Non-Monotonic Epidemiological Models on Networks
• Analytic Solution to Clustering Coefficients on Weighted Networks
• Co-evolution of networks and quantum dynamics: a generalization of preferential attachment
• A note on a paper by Erik Volz [arXiv:0705.2092]: SIR dynamics in random networks
• Multiscaling in the YX model of networks
• Large deviation and anomalous fluctuations scaling in degree assortativity on configuration networks
• The NOESIS Network-Oriented Exploration, Simulation, and Induction System
• On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks
• Dynamic Exploration of Networks: from general principles to the traceroute process
• Separating temporal and topological effects in walk-based network centrality
• Group Centrality for Semantic Networks: a SWOT analysis featuring Random Walks
• A program generating homogeneous random graphs with given weights
• Foot force models of crowd dynamics on a wobbly bridge
• From the Grid to the Smart Grid, Topologically
• On the Importance of Hubs in Hopfield Complex Neuronal Networks under Attack
• Parallel Triangle Counting in Massive Streaming Graphs
• C19-TraNet: an empirical, global index-case transmission network of SARS-CoV-2
• Epidemic Waves, Small Worlds and Targeted Vaccination
• Dominant Vertices in Regulatory Networks Dynamics
• Deep Learning Super-Diffusion in Multiplex Networks
• Estimation of Small s-t Reliabilities in Acyclic Networks
• Detecting highly cyclic structure with complex eigenpairs
• Collective Helping and Bystander Effects in Coevolving Helping Networks
• Fractals in the Nervous System: conceptual Implications for Theoretical Neuroscience
• Hitting times and resistance distances of $q$-triangulation graphs: Accurate results and applications
• Diffusion dynamics and synchronizability of hierarchical products of networks
• Phase transition in the controllability of temporal networks
• Continuous spin models on annealed generalized random graphs
• On Flexible Web Services Composition Networks
• Characterizing the Diversity of Dynamics in Complex Networks Without Border Effects
• Self-similar planar graphs as models for complex networks
• Motivic clustering schemes for directed graphs
• Robust Hierarchical Graph Classification with Subgraph Attention
• Clustering of tag-induced sub-graphs in complex networks
• Memory effect in growing trees
• Time Is of the Essence: Analyzing the Effect of Vertex-Joining Time on Complex Network Evolution
• Learning hidden influences in large-scale dynamical social networks: A data-driven sparsity-based approach
• A Deep Latent Space Model for Graph Representation Learning
• Cost of material or information flow in complex transportation networks
• Parallel Heuristics for Scalable Community Detection
• Combinatorial Properties for a Class of Simplicial Complexes Extended from Pseudo-fractal Scale-free Web
• Scaling of Congestion in Small World Networks
• Recommendation systems in the scope of opinion formation: a model
• Tomography of random social networks
• Partition Refinement of Component Interaction Automata: Why Structure Matters More Than Size
• Estimating Network Parameters for Selecting Community Detection Algorithms
• A network centrality method for the rating problem
• Optimal Vertex Cover for the Small-World Hanoi Networks
• Commutative Monoid Formalism for Weighted Coupled Cell Networks and Invariant Synchrony Patterns
• Analysis of structure and dynamics in three-neuron motifs
• Competition and evolution in restricted space
• Two-Population Dynamics in a Growing Network Model
• Node-based Generalized Friendship Paradox fails
• Maximizing the Smallest Eigenvalue of Grounded Laplacian Matrix
• Hypothesis Testing for Two Sample Comparison of Network Data
• CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams
• Degree Distribution of Competition-Induced Preferential Attachment Graphs
• Self-Coordinated Corona Graphs: a model for complex networks
• Embedding Graphs under Centrality Constraints for Network Visualization
• A modified gravity model based on network efficiency for vital nodes identification in complex networks
• Dynamical and Coupling Structure of Pulse-Coupled Networks in Maximum Entropy Analysis
• Efficient Network Generation Under General Preferential Attachment
• Flow Characteristics and Cores of Complex Network and Multiplex Type Systems
• Hidden Community Detection in Social Networks
• Communicating and resolving entity references
• A subset selection based approach to finding important structure of complex networks
• Visual Mining of Epidemic Networks
• Self-organized model of cascade spreading
• On the Modeling and Simulation of Portfolio Allocation Schemes: an Approach based on Network Community Detection
• Complex Network-Based Approach for Feature Extraction and Classification of Musical Genres
• Networks with asymmetric inputs: lattice of synchrony subspaces
• Ising model for distribution networks
• Link Biased Strategies in Network Formation Games
• Theory of Interface: Category Theory, Directed Networks and Evolution of Biological Networks
• Interdependency and hierarchy of exact epidemic models on networks
• Unusual percolation in simple small-world networks
• Fast Decentralized Optimization over Networks
• Structure and Stability of the Indian Power Transmission Network
• On Counting Triangles through Edge Sampling in Large Dynamic Graphs
• Heterogeneous nucleation on complex networks with mobile impurities
• Asymptotically inspired moment-closure approximation for adaptive networks
• Mean field approximation for biased diffusion on Japanese inter-firm trading network
• weg2vec: Event embedding for temporal networks
• The Evolution of the Cuban HIV/AIDS Network
• Stability of exoplanetary systems retrieved from scalar time series
• Learning an Integrated Distance Metric for Comparing Structure of Complex Networks
• Small world is not enough: Criteria for network choice and conclusiveness of simulations
• Potential energy of complex networks: a novel perspective
• Model of a motion of substance in a channel of a network consisting of two arms
• Edge corona product as an approach to modeling complex simplical networks
• Multi-fractal analysis of weighted networks
• Modeling and Analysis of Tagging Networks in Stack Exchange Communities
• Analysis of Coauthorship Network in Political Science using Centrality Measures
• Scale-free percolation in continuum space: quenched degree and clustering coefficient
• Impact of Social Learning on Privacy-Preserving Data Collection
• Computational Human Dynamics
• Optimal paths on the road network as directed polymers
• Network Analysis of the Viking Age in Ireland as portrayed in Cogadh Gaedhel re Gallaibh
• Network Reconstruction and Controlling Based on Structural Regularity Analysis
• Dynamics on networks. Case of Heterogeneous Opinion Status Model
• A new method for quantifying network cyclic structure to improve community detection
• Extended corona product as an exactly tractable model for weighted heterogeneous networks
• Random Overlapping Communities: Approximating Motif Densities of Large Graphs
• Interaction between cluster synchronization and epidemic spread in community networks
• Analysis of the U.S. Patient Referral Network
• Analytic Model for Network Resource Management between ISPs and Users
• High Performance Algorithms for Quantum Gravity and Cosmology
• Competition Between Homophily and Information Entropy Maximization in Social Networks
• Mechanisms for Network Growth that Preserve Spectral and Local Structure
• On the scale-free nature of RNA secondary structure networks
• Private Link Exchange over Social Graphs
• Communicability Angle and the Spatial Efficiency of Networks
• Classification of infrastructure networks by neighborhood degree distribution
• Structure and robustness of Sao Paulo public transport network
• High-accuracy power series solutions with arbitrarily large radius of convergence for fractional nonlinear differential equations
• Homophily and Triadic Closure in Evolving Social Networks
• Costly bilingualism model in a population with one zealot
• The Emerging Scholarly Brain
• On the log-normality of the degree distribution in large homogeneous binary multiplicative attribute graph models
• Hybrid evolving clique-networks and their communicability
• Network growth with preferential attachment and without "rich get richer" mechanism
• Growing Networks with Super-Joiners
• On the Efficiency of Data Representation on the Modeling and Characterization of Complex Networks
• Detrended fluctuation analysis on the correlations of complex networks under attack and repair strategy
• An almost-solvable model of complex network dynamics
• Reconstructing propagation networks with temporal similarity metrics
• Quantitative Function and Algorithm for Community Detection in Bipartite Networks
• Network Inference from Population-Level Observation of Epidemics
• Friendship Paradox and Attention Economics
• Loan maturity aggregation in interbank lending networks obscures mesoscale structure and economic functions
• Nonextensive analysis on the local structure entropy of complex networks
• Measure the similarity of nodes in the complex networks
• MAP: Microblogging Assisted Profiling of TV Shows
• Extracting Hidden Groups and their Structure from Streaming Interaction Data
• Graph Hierarchy: A novel approach to understanding hierarchical structures in complex networks
• Active-absorbing phase transition and small world behaviour in Ising model on finite addition type networks in two dimensions
• Degree-layer theory of network topology
• Transforming Graph Representations for Statistical Relational Learning
• Learning Asynchronous-Time Information Diffusion Models and its Application to Behavioral Data Analysis over Social Networks
• Cooperation on Social Networks and Its Robustness
• First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes
• Measuring complexity
• Degree-degree dependencies in directed networks with heavy-tailed degrees
• A decaying factor accounts for contained activity in neuronal networks with no need of hierarchical or modular organization
• Size Dependent Growth in Metabolic Networks
• Iterative procedure for network inference
• Spatiotemporal large-scale networks shaped by air mass movements
• Modelling Multi-Trait Scale-free Networks by Optimization
• On Equilibrium Metropolis Simulations on Self-Organized Urban Street Networks
• Equipping SBMs with RBMs: An Explainable Approach for Analysis of Networks with Covariates
• Modified Lomax Model: A heavy-tailed distribution for fitting large-scale real-world complex networks
• Mathematical Analysis of Nonlocal PDEs for Network Generation
• Recommending Given Names
• Limited communication capacity unveils strategies for human interaction
• Finding an individual's probability of infection in an SIR network is NP-hard
• Nearest Neighbor search in Complex Network for Community Detection
• Spatio-Temporal Graphical Model Selection
• Block-Approximated Exponential Random Graphs
• The Emergence of Animal Social Complexity: theoretical and biobehavioral evidence
• Spectral Properties of the Threshold Network Model
• Fluid flow analysis in a rough fracture (type II) using complex networks and lattice Boltzmann method
• Political protest Italian-style: The dissonance between the blogosphere and mainstream media in the promotion and coverage of Beppe Grillo's V-day
• Epidemic spreading with immunization rate on complex networks
• Predictive Analysis for Social Diffusion: The Role of Network Communities
• Mining Essential Relationships under Multiplex Networks
• Hybrid complex network topologies are preferred for component-subscription in large-scale data-centres
• Local Optima Networks of NK Landscapes with Neutrality
• Time-series and network analysis in quantum dynamics: Comparison with classical dynamics
• The Eigenvalue Distribution of the Watt-Strogatz Random Graph
• Realistic searches on stretched exponential networks
• Testing the Quantitative Spacetime Hypothesis using Artificial Narrative Comprehension (I) : Bootstrapping Meaning from Episodic Narrative viewed as a Feature Landscape
• Integrating economic and psychological insights in binary choice models with social interactions
• 2D pattern evolution constrained by complex network dynamics
• Some measure theory on stacks of graphs
• The Scaling laws of Spatial Structure in Social Networks
• Quantifying Self-Organization in Cyclic Cellular Automata
• Markov-Binary Visibility Graph: a new method for analyzing Complex Systems
• Real-Time Community Detection in Large Social Networks on a Laptop
• Partial Correlation Estimation by Joint Sparse Regression Models
• Directionality of contact networks suppresses selection pressure in evolutionary dynamics
• A New Clustering Algorithm Based Upon Flocking On Complex Network
• Orientation in Social Networks
• Effect of Degree Distribution on Evolutionary Search
• Percolation in clustered networks
• Statistical inference for stochastic epidemic models with three levels of mixing
• Super-Spreaders Out, Super-Spreading In: The Effects of Infectiousness Heterogeneity and Lockdowns on Herd Immunity
• Investigating an online social network using spatial interaction models
• Smart testing and critical care bed sharing for COVID-19 control
• Link-Space and Network Analysis
• Community Detection in Weighted Multilayer Networks with Ambient Noise
• Evolutionary Dilemmas in a Social Network
• Epidemic modeling in metapopulation systems with heterogeneous coupling pattern: theory and simulations
• Edge Flows in the Complete Random-Lengths Network
• Maximum Leaf Spanning Trees of Growing Sierpinski Networks Models
• Dynamic analysis of influential stocks based on conserved networks
• Phase-locking in $k$-partite networks of delay-coupled oscillators
• Topologies and Price of Stability of Complex Strategic Networks with Localized Payoffs : Analytical and Simulation Studies
• Modeling the Structure and Dynamics of the Consonant Inventories: A Complex Network Approach
• Communicability in complex brain networks
• Structure and evolution of protein interaction networks: A statistical model for link dynamics and gene duplications
• Self-Repairing Peer-to-Peer Networks
• Evaluating the performance of geographical locations in scientific networks with an aggregation - randomization - re-sampling approach (ARR)
• Remarks on Category-Based Routing in Social Networks
• Growing a Network on a Given Substrate
• Abrupt transition of the efficient vaccination strategy in a population with heterogeneous fatality rates
• Individual versus Social Benefit on the Heterogeneous Networks
• Provable Security of Networks
• Communicability and Communities in Complex Socio-Economic Networks
• Detecting contagious spreading of urban innovations on the global city network
• Adaptive Similarity Function with Structural Features of Network Embedding for Missing Link Prediction
• Control core of undirected complex networks
• Modeling Information Diffusion in Social Networks
• Critical Percolation Phase and Thermal BKT Transition in a Scale-Free Network with Short-Range and Long-Range Random Bonds
• SimHawNet: A Modified Hawkes Process for Temporal Network Simulation
• A Non-parametric Bayesian Model for Detecting Differential Item Functioning: An Application to Political Representation in the US
• Explosive behaviour in networks of Winfree oscillators
• On The Critical Packet Injection Rate Of A Preferential Next-Nearest Neighbor Routing Traffic Model On Barabasi-Albert Networks
• LUEM : Local User Engagement Maximization in Networks
• On the effect of memory on the Prisoner's Dilemma game in correlated networks
• Revealing role of Korean Physics Society with keyword co-occurrence network
• Inferring $R_0$ in emerging epidemics - the effect of common population structure is small
• Threshold models of cascades in large-scale networks
• Formation of trade networks by economies of scale and product differentiation
• Explicit mutual information for simple networks and neurons with lognormal activities
• On the Degree Distribution of Faulty Peer-to-Peer Overlays
• Depict noise-driven nonlinear dynamic networks from output data by using high-order correlations
• A generative model for community types in directed networks
• A Compounded Burr Probability Distribution for Fitting Heavy-Tailed Data with Applications to Biological Networks
• Are all Social Networks Structurally Similar? A Comparative Study using Network Statistics and Metrics
• Top eigenpair statistics of diluted Wishart matrices
• Mal-Netminer: Malware Classification Approach based on Social Network Analysis of System Call Graph
• Comparing the reliability of networks by spectral analysis
• Graph-Dynamics correspondence in metallic glass-forming liquids
• Unveiling connectivity patterns of railway timetables through complex network theory and Infomap clustering
• Synchronization of an evolving complex hyper-network
• Genotype networks drive oscillating endemicity and epidemic trajectories in viral evolution
• Contour polygonal approximation using shortest path in networks
• Task complexity shapes internal representations and robustness in neural networks
• Larger holes as narrower degree distributions in complex networks
• An Analysis on Minimum s-t Cut Capacity of Random Graphs with Specified Degree Distribution
• Catching homologies by geometric entropy
• Toward a new AI winter? How diffusion of technological innovation on networks leads to chaotic boom-bust cycles
• Controlling Complex Systems
• Emergence of Multivariate Extremes in Multilayer Inhomogeneous Random Graphs
• A Hybrid Membership Latent Distance Model for Unsigned and Signed Integer Weighted Networks
• Chimeras with uniformly distributed heterogeneity: two coupled populations
• $P{I}^h{D}^{n-1}$ synchronization of higher-order nonlinear systems with a recursive Lyapunov approach
• Graver basis for an undirected graph and its application to testing the beta model of random graphs
• Flux of information in scale-free networks
• Communication on structure of biological networks
• A nonlocal model of epidemic network with nonlimited transmission: Global existence and uniqueness
• Mining Communication Data in a Music Community: A Preliminary Analysis
• Awareness and Movement vs. the Spread of Epidemics - Analyzing a Dynamic Model for Urban Social/Technological Networks
• Dynamic Discovery of Type Classes and Relations in Semantic Web Data
• Graphon based Clustering and Testing of Networks: Algorithms and Theory
• Combinatorial-Probabilistic Trade-Off: Community Properties Test in the Stochastic Block Models
• Asymmetrically interacting dynamics with mutual confirmation from multi-source on multiplex networks
• Recovery and Analysis of Architecture Descriptions using Centrality Measures
• Relative Canonical Network Ensembles -- (Mis)characterizing Small-World Networks
• Network Topology Inference Using Information Cascades with Limited Statistical Knowledge
• Split Bregman Method for Sparse Inverse Covariance Estimation with Matrix Iteration Acceleration
• A Tensor-Based Framework for Studying Eigenvector Multicentrality in Multilayer Networks
• A Process for the Evaluation of Node Embedding Methods in the Context of Node Classification
• Structure and Dynamic of Global Population Migration Network
• Unsupervised Graph Representation by Periphery and Hierarchical Information Maximization
• Unlinking super-linkers: the topology of epidemic response (Covid-19)
• How to Count Triangles, without Seeing the Whole Graph
• Random walk with priorities in communication-like networks
• A statistical mechanics approach to Granovetter theory
• Functional Hubs in Mild Cognitive Impairment
• The Number of Spanning Trees in Apollonian Networks
• Simulating City-level Airborne Infectious Diseases
• On Topological Structure of Web Services Networks for Composition
• Dynamics of discrete opinions without compromise
• Challenges on Probabilistic Modeling for Evolving Networks
• A Model for the Dynamics of Gene Networks
• Complex network classification using partially self-avoiding deterministic walks
• Mathematical models for epidemic spreading on complex networks
• Achieving Small World Properties using Bio-Inspired Techniques in Wireless Networks
• Adaptive Push-Then-Pull Gossip Algorithm for Scale-free Networks
• Evolution of autocatalytic sets in a competitive percolation model
• Homophyly and Randomness Resist Cascading Failure in Networks
• Modeling systemic risks in financial markets
• Structural Changes on Warsaw's Stock Exchange: the end of Financial Crisis
• An SIR Graph Growth Model for the Epidemics of Communicable Diseases
• A Fractal and Scale-free Model of Complex Networks with Hub Attraction Behaviors
• Evaluating links through spectral decomposition
• Unveiling the Relationship Between Structure and Dynamics in Complex Networks
• Hierarchical organization versus self-organization
• A scaling limit for the degree distribution in sublinear preferential attachment schemes
• Incomplete information in scale-free networks
• Probabilistic Constraint Programming for Parameters Optimisation of Generative Models
• Evolution of Social Networks: A Microfounded Model
• Recoverable DTN Routing based on a Relay of Cyclic Message-Ferries on a MSQ Network
• Factorization threshold models for scale-free networks generation
• Stationary random graphs on $\mathbb{Z}$ with prescribed iid degrees and finite mean connections
• Design of Self-Organising Networks
• Core-satellite Graphs. Clustering, Assortativity and Spectral Properties
• Modeling Heterogeneity in Networks using Uncertainty Quantification Tools
• Controlling Statistical Moments of Stochastic Dynamical Networks
• A Novel Methodologyof Router-To-ASMapping inspired by Community Discovery
• Sign Stability via Root Locus Analysis
• Recovery of Interdependent Networks
• The Degree Distribution of Random Birth-and-Death Network with Network Size Decline
• Package equivalence in complex software network
• On the Asymptotic Normality of Estimating the Affine Preferential Attachment Network Models with Random Initial Degrees
• A machine learning pipeline for discriminant pathways identification
• On clustering network-valued data
• Random Information Spread in Networks
• On the initial value of PageRank
• Assortativity in Generalized Preferential Attachment Models
• Generic Anomalous Vertices Detection Utilizing a Link Prediction Algorithm
• Dilution of Ferromagnets via a Random Graph-based Strategy
• Discriminative Distance-Based Network Indices with Application to Link Prediction
• A Brief Review of SIAM Review
• Approximating Optimization Problems using EAs on Scale-Free Networks
• On The Modified Newman-Watts Small World and Its Random Walk
• Two-walks degree assortativity in graphs and networks
• Hidden space reconstruction inspires link prediction in complex networks
• A Model for Information Networks: Efficiency, Stability and Dynamics
• A generative model for sparse, evolving digraphs
• On the estimation of correlation in a binary sequence model
• Scale-free Loopy Structure is Resistant to Noise in Consensus Dynamics in Complex Networks
• The Mathematics of Human Contact: Developing a Model for Social Interaction in School Children
• Communication Melting in Graphs and Complex Networks
• Independence number and the number of maximum independent sets in pseudofractal scale-free web and Sierpiński gasket
• Non-Backtracking Centrality Based Random Walk on Networks
• Distributed Maximal Independent Set on Scale-Free Networks
• Network Subgraphs of the heterogeneous Chinese credit system
• Inferring Metapopulation Propagation Network for Intra-city Epidemic Control and Prevention
• Two Phase Transitions for the Contact Process on Small Worlds
• Searching for network modules
• Navigation in non-uniform density social networks
• Same Stats, Different Graphs (Graph Statistics and Why We Need Graph Drawings)
• A network theoretic study of potential movement and spread of Lantana camara in Rajaji Tiger Reserve, India
• Global Network Prediction from Local Node Dynamics
• A study on the performance of similarity indices and its relationship with link prediction: a two-state random network case
• GA Based Q-Attack on Community Detection
• Machine learning, phase stability, and disorder with the Automatic Flow Framework for Materials Discovery
• Identification of Key Companies for International Profit Shifting in the Global Ownership Network
• On the Controllability of Clustered Scale-Free Networks
• Adaptive Shrinkage Estimation for Streaming Graphs
• The strategy of survival for a competition between normal and anomalous diffusion
• Organisational Social Influence on Directed Hierarchical Graphs, from Tyranny to Anarchy
• On Privacy of Socially Contagious Attributes
• A Game Generative Network Framework with its Application to Relationship Inference
• ACCORDION: Clustering and Selecting Relevant Data for Guided Network Extension and Query Answering
• Optimal Resource Allocation for Dynamic Product Development Process via Convex Optimization
• Mixing time of the switch Markov chain and stable degree sequences
• A Simple Hydromechanical Modeling of Carbon Sequestration in Sedimentary Rocks
• Ranking the spreading influence of nodes in complex networks based on mixing degree centrality and local structure
• Trading off Accuracy for Speedup: Multiplier Bootstraps for Subgraph Counts
• Complexity Analysis of Unsaturated Flow in Heterogeneous Media Using a Complex Network Approach
• Power law dynamics in genealogical graphs
• Using Ensemble Analysis to study the effects of Network Topology on Performance in Urban Road Networks
• Efficient presolving methods for the influence maximization problem
• Properties of the United States Code Citation Network
• Social Diffusion Sources Can Escape Detection
• Effectively Counting s-t Simple Paths in Directed Graphs
• A Graph Neural Network Approach for Product Relationship Prediction
• Two-Phase Flow Complexity in Heterogeneous Media
• Optimal control of complex networks with conformity behavior
• Edge Domination Number and the Number of Minimum Edge Dominating Sets in Pseudofractal Scale-Free Web and Sierpiński Gasket
• Comparative Analysis of the Saccharomyces cerevisiae and Caenorhabditis elegans Protein Interaction Network
• Investigating cognitive ability using action-based models of structural brain networks
• Community Integration Algorithms (CIAs) for Dynamical Systems on Networks
• Computing well-balanced spanning trees of unweighted networks
• Likelihood-based Inference for Random Networks with Changepoints
• Identifying maximal sets of significantly interacting nodes in higher-order networks
• Overlapping community detection in weighted networks
• Strategic forecasting of internet of things technologies through patent social network and innovation cluster analysis
• Universal scaling hypothesis of quantum spatial search in complex networks
• The Function of Communities in Protein Interaction Networks at Multiple Scales
• From Market Saturation to Social Reinforcement: Understanding the Impact of Non-Linearity in Information Diffusion Models
• Testing network clustering algorithms with Natural Language Processing
• Characterizing Faculty Online Learning Community Interactions Using Social Network Analysis
• A Structural Feature-Based Approach for Comprehensive Graph Classification
• An evidence-accumulating drift-diffusion model of competing information spread on networks
• Towards a Quantitative Theory of Digraph-Based Complexes and its Applications in Brain Network Analysis
• Cyclic random graph models predicting giant molecules in hydrocarbon pyrolysis
• Optimal resource requirements for connected quantum sub-networks
• Dynamical quantum phase transitions on random networks
• Unveiling hidden features of the Kitaev model through a complex-network analysis
• Latent geometry emerging from network-driven processes
• From Spatial to Spectral: Network Renormalization via Dynamical Correlations
• Inference in Spreading Processes with Neural-Network Priors
• Topological and Temporal Stability Analysis of the Lightning Network
• Large Deviation Properties of Minimum Spanning Trees for Random Graphs
• Phase-space networks and connectivity of the kagome antiferromagnet
• Hypergraphs from multivariate connectivity: caCOH-based EEG/MEG representation
• Heterogeneous Network Topology Induces the Widom Line
• Topological measures in weighted hypergraphs
• Impact of behavioral heterogeneity on epidemic outcome and its mapping into effective network topologies
• Identification of Community Structures in Networks Employing a Modified Divisive Algorithm
• Approximating Spatial Distance Through Confront Networks: Application to the Segmentation of Medieval Avignon
• Annealed mean-field epidemiological model on scale-free networks with a mitigating factor
• Emergence and Synchronization in Chaotic Oscillators and in the Human Cortical Network
• Science Mapping to study academic knowledge circulation
• An efficient parallel block coordinate descent algorithm for large-scale precision matrix estimation using graphics processing units
• Impact of individual behavioral changes on epidemic spreading in time-varying networks
• Diseases on complex networks. Modeling from a database and a protection strategy proposal
• A complex network approach to time series analysis with application in diagnosis of neuromuscular disorders
• The Popularity-Homophily Index: A new way to measure Homophily in Directed Graphs
• Bayesian learning of forest and tree graphical models
• Two-population SIR model and strategies to reduce mortality in pandemics
• The CAT SET on the MAT: Cross Attention for Set Matching in Bipartite Hypergraphs
• On the expected number of real roots of random polynomials arising from evolutionary game theory
• Exploring and comparing temporal clustering methods
• Graph Theory in Brain Networks
• Modeling the Perspectives for Scientific Advancement
• Some Combinatorial Problems in Power-law Graphs
• Statistical properties of a generalized threshold network model
• Penalized composite likelihood for colored graphical Gaussian models
• Statistical properties of telephone communication network
• A mean-field approach to self-interacting network, convergence and regularity
• In Response to COVID-19: Configuration Model of the Epidemic Spreading
• Community structures in simplicial complexes: an application to wildlife corridor designing in Central India -- Eastern Ghats landscape complex, India
• Networks with degree-degree correlations is a special case of edge-coloured random graphs
• Adaptive directional Haar tight framelets on bounded domains for digraph signal representations
• Detección de comunidades en redes: Algoritmos y aplicaciones
• Weighted Network Analysis of Biologically Relevant Chemical Spaces
• Discrimination universally determines reconstruction of multiplex networks
• Providing a Link Prediction Model based on Structural and Homophily Similarity in Social Networks
• Local Articulation Points in Complex Networks
• Three-state Majority-Vote Model on Barabási-Albert and Cubic Networks and the Unitary Relation for Critical Exponents
• Quantifying Dismantlement in Disconnected Networks
• Two Categories of Indoor Interactive Dynamics of a Large-scale Human Population in a WiFi covered university campus
• Epidemic spread on one-way circular-coupled networks
• Network analysis of Japanese global business using quasi-exhaustive micro-data for Japanese overseas subsidiaries
• Uniform generation of random graphs with power-law degree sequences
• Human migration and the motion of substance in a channel of a network
• Degree weighted recurrence networks for the analysis of time series data
• Phase Synchronization on Spacially Embeded Duplex Networks with Total Cost Constraint
• Collective patterns of pedestrians interacting with attractions
• Connectivity jamming game for physical layer attack in peer to peer networks
• Representation of functions on big data associated with directed graphs
• Accounting for the Role of Long Walks on Networks via a New Matrix Function
• Characterizing the structure of protein-protein interaction networks
• Internet websites statistics expressed in the framework of the Ursell-Mayer cluster formalism
• Consistency Maintenance of State of Management Data in P2P-based Autonomic Network Management
• A network theoretic study of ecological connectivity in Western Himalayas
• Voting by Hands Promotes Institutionalised Monitoring in Indirect Reciprocity
• Coevolution of Cooperation and Partner Rewiring Range in Spatial Social Networks
• Liquidity induced asset bubbles via flows of ELMMs
• Data mining when each data point is a network
• Random Spatial Networks: Small Worlds without Clustering, Traveling Waves, and Hop-and-Spread Disease Dynamics
• Generating online social networks based on socio-demographic attributes
• Scale- free networks in cell biology
• Pulse-coupled model of excitable elements on heterogeneous sparse networks
• Selective Harvesting over Networks
• Quantification of De-anonymization Risks in Social Networks
• Mixing Time of Random Walk on Poisson Geometry Small World
• Epidemic spread in networks: Existing methods and current challenges
• Social insect colony as a biological regulatory system: Information flow in dominance networks
• Epidemic and Cascading Survivability of Complex Networks
• Design of Efficient Sampling Methods on Hybrid Social-Affiliation Networks
• R&D Strategy Document
• Convex Optimization Learning of Faithful Euclidean Distance Representations in Nonlinear Dimensionality Reduction
• Mandala Networks: ultra-robust, ultra-small-world and highly sparse graphs
• Abnormal Synchronizing Path of Delay-coupled Chaotic Oscillators on the Edge of Stability
• The anatomy of urban social networks and its implications in the searchability problem
• Impact of a treatment as prevention strategy on hepatitis C virus transmission and on morbidity in people who inject drugs
• Network topology transition at criticality
• Global clustering coefficient in scale-free weighted and unweighted networks
• Asymmetry in in-degree and out-degree distributions of large-scale industrial networks
• Interaction patterns in diabetes mellitus II network: An RMT relation
• Exact Analysis of Synchronizability for Complex Networks using Regular Graphs
• Correlation of Scholarly Networks and Social Networks
• Arbitrary degree distribution and high clustering in networks of locally interacting agents
• Étude de l'omniprésence des propriétés petit- monde et sans-échelle
• Grouping Entities in a Fleet by Community Detection in Network of Regression Models
• Tsallis entropy of complex networks
• The effect of disorder on the hierarchical modularity in complex systems
• Hierarchical Random Graphs Based on Motifs
• Feature Extraction from Degree Distribution for Comparison and Analysis of Complex Networks
• Anonymizing Social Graphs via Uncertainty Semantics
• Quantum Google Algorithm: Construction and Application to Complex Networks
• 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
• Spatio-Temporal Small Worlds for Decentralized Information Retrieval in Social Networking
• On the Analysis of a Label Propagation Algorithm for Community Detection
• A Threshold For Clusters in Real-World Random Networks
• Continuous Models of Epidemic Spreading in Heterogeneous Dynamically Changing Random Networks
• Inferring Attitude in Online Social Networks Based On Quadratic Correlation
• Applying Social Network Analysis to Analyze a Web-Based Community
• Early Warning Analysis for Social Diffusion Events
• Interplay between Network Topology and Dynamics in Neural Systems
• Note on the Complex Networks and Epidemiology Part I: Complex Networks
• Robustness of Link-prediction Algorithm Based on Similarity and Application to Biological Networks
• A logic for networks
• Community Structure and Topical Differentiation in European RTD Collaborations
• Elastic properties of small-world spring networks
• Stability as a natural selection mechanism on interacting networks
• Mean First Hitting Time of Searching for Path Through Random Walks on Complex Networks
• Enforced Development Of The Earth's Atmosphere
• Coupled Ising models and interdependent discrete choices under social influence in homogeneous populations
• Explicit Solutions to the Continuous Time Albert-Barabási Scale-Free Model
• 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
• A mean-field analysis of community structure in social and kin networks
• Estimating the dynamics of kernel-based evolving networks
• A Stochastic Evolutionary Growth Model for Social Networks
• General Connectivity Distribution Functions for Growing Networks with Preferential Attachment of Fractional Power
• Local symmetries in complex networks
• Networks of Polynomial Pieces with Application to the Analysis of Point Clouds and Images
• Dynamic Network of Concepts from Web-Publications
• Developing of New Facets of Indirect Modeling in the Geosciences
• Learning Class-Level Bayes Nets for Relational Data
• A Distributed Trust Diffusion Protocol for Ad Hoc Networks
• Percolation Processes and Wireless Network Resilience to Degree-Dependent and Cascading Node Failures
• Language Diversity across the Consonant Inventories: A Study in the Framework of Complex Networks
• Characterizing Individual Communication Patterns
• Complex Networks on a Rock Joint
• Extreme value theory, Poisson-Dirichlet distributions and FPP on random networks
• Impact of Random Failures and Attacks on Poisson and Power-Law Random Networks
• Dynamics of Unperturbed and Noisy Generalized Boolean Networks
• Symptoms of complexity in a tourism system
• Growth of preferential attachment random graphs via continuous-time branching processes
• Participation costs dismiss the advantage of heterogeneous networks in evolution of cooperation
• Rediscovering the Co-occurrence Principles of Vowel Inventories: A Complex Network Approach
• Statistical analysis of weighted networks
• Multiple complex networks emerging from individual interactions
• Random Walker Ranking for NCAA Division I-A Football
• Connection probability for random graphs with given degree sequence
• Emergence of Network Structure in Models of Collective Evolution and Evolutionary Dynamics
• Cross Comparison of Synonym Graphs in A Multi Linguistic Context
• Use of Rapid Probabilistic Argumentation for Ranking on Large Complex Networks
• A Self-organized model for network evolution
• A Stochastic Model for the Evolution of the Web Allowing Link Deletion
• The Design of Life: Information Technology, "Knapsack" and "Synprops" Used to Engineer the Sequence of Amino Acid Residues in Proteins
• Competition-Induced Preferential Attachment
• Cellular automata with majority rule on evolving network
• Evaluating sources of variability in pathway profiling
• Asymptotics of the partition function of Ising model on inhomogeneous random graphs
• On-off Threshold Models of Social Contagion
• Finding New Order in Biological Functions from the Network Structure of Gene Annotations