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Consensus clustering in complex networks
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Algorithms for graph partitioning on the planted partition model
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Qualitative Comparison of Community Detection Algorithms
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Complex networks: Structure and dynamics
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Community detection in graphs
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Evolution and Structure of the Internet
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Dynamical Processes on Complex Networks
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Collective dynamics of ‘small-world’ networks
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Uncovering the overlapping community structure of complex networks in nature and society
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Quantifying social group evolution
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Hierarchical structure and the prediction of missing links in networks
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Communities, modules and large-scale structure in networks
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Tracking evolving communities in large linked networks
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Defining and identifying communities in networks
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Modularity and community structure in networks
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Resolution limit in community detection
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Extracting the hierarchical organization of complex systems
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Maps of random walks on complex networks reveal community structure
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Community structure in social and biological networks
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Detecting the overlapping and hierarchical community structure in complex networks
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Notices of the American Mathematical Society
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Scale-Free Networks: Complex Webs in Nature and Technology
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The structure of the nervous system of the nematode Caenorhabditis elegans
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Finding and evaluating community structure in networks
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Modularity from fluctuations in random graphs and complex networks
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Finding community structure in very large networks
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Finding local community structure in networks
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Near linear time algorithm to detect community structures in large-scale networks
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Benchmark graphs for testing community detection algorithms
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Benchmarks for testing community detection algorithms on directed and weighted graphs with overlapping communities
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Community detection algorithms: A comparative analysis
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Performance of modularity maximization in practical contexts
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Limits of modularity maximization in community detection
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Statistical mechanics of complex networks
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The Effect of Network Realism on Community Detection Algorithms
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Clustering ensembles: models of consensus and weak partitions
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Community Structure in Time-Dependent, Multiscale, and Multiplex Networks
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Optimization by Simulated Annealing
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Consensus Clustering Algorithms: Comparison and Refinement
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The Structure and Function of Complex Networks
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Finding Statistically Significant Communities in Networks
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Consistent Community Identi¯cation in Complex Networks
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Neural Mechanisms of Early-Life Social Stress as a Developmental Risk Factor for Severe Psychiatric Disorders
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Social Cognitive Networks and Social Cognitive Performance Across Individuals With Schizophrenia Spectrum Disorders and Healthy Control Participants
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Abnormalities in modular connectivity of functional brain networks and cognitive changes in patients with anti -N-methyl-D-aspartate receptor encephalitis
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Three Distinct Sets of Connector Hubs Integrate Human Brain Function
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Two-Color Volumetric Imaging of Neuronal Activity of Cortical Columns
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The diversity and multiplexity of edge communities within and between brain systems
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Resting-state cortical hubs in youth organize into four categories
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System-wide mapping of peptide-GPCR interactions in C. elegans
inferred← citeshttps://doi.org/10.1016/j.celrep.2024.113691openalex-snapshot
Spatial transcriptomic patterns underlying amyloid-β and tau pathology are associated with cognitive dysfunction in Alzheimer’s disease
inferred← citeshttps://doi.org/10.1016/j.celrep.2025.116720openalex-snapshot
Rapid plasticity of default-mode local network architectures following adult-onset blindness
inferred← citeshttps://doi.org/10.1016/j.celrep.2025.116902openalex-snapshot
Single-cell resolution functional networks during unconsciousness are segregated into spatially intermixed modules
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Exploring social networks through stochastic multilayer graph modeling
inferred← citeshttps://doi.org/10.1016/j.chaos.2025.116766openalex-snapshot
Revealing intrinsic communities in the international foreign direct investment networks through their backbones
inferred← citeshttps://doi.org/10.1016/j.chaos.2025.116921openalex-snapshot
A bilevel-optimization-driven evolutionary algorithm for community detection in multilayer networks with significant topological differences
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Leveraging multivariate approaches to advance the science of early-life adversity
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Core node knowledge based multi-objective particle swarm optimization for dynamic community detection
inferred← citeshttps://doi.org/10.1016/j.cities.2024.105033openalex-snapshot
Characterizing the temporally stable structure of community evolution in intra-urban origin-destination networks
inferred← citeshttps://doi.org/10.1016/j.cities.2025.106648openalex-snapshot
Exploring regional spatiotemporal dynamic evolution of urban road PM2.5 by integrating road network modeling and mobile monitoring data
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Network attributes for segregation and integration in the human brain
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Intrinsic functional architecture of the human speech processing network
inferred← citeshttps://doi.org/10.1016/j.cosrev.2018.01.003openalex-snapshot
Cluster ensembles: A survey of approaches with recent extensions and applications
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MEA-NAP: A flexible network analysis pipeline for neuronal 2D and 3D organoid multielectrode recordings
inferred← citeshttps://doi.org/10.1016/j.cub.2017.04.051openalex-snapshot
Modular Segregation of Structural Brain Networks Supports the Development of Executive Function in Youth
inferred← citeshttps://doi.org/10.1016/j.cub.2021.06.047openalex-snapshot
Ensemble synchronization in the reassembly of Hydra’s nervous system
inferred← citeshttps://doi.org/10.1016/j.datak.2018.07.009openalex-snapshot
An overlapping community detection algorithm in complex networks based on information theory
inferred← citeshttps://doi.org/10.1016/j.dcn.2021.101027openalex-snapshot
A transdiagnostic data-driven study of children’s behaviour and the functional connectome
inferred← citeshttps://doi.org/10.1016/j.drugalcdep.2024.111405openalex-snapshot
Chronic cannabis use associated with subcortical topological reorganization of structural connectivity in adults
inferred← citeshttps://doi.org/10.1016/j.drugalcdep.2024.112416openalex-snapshot
Hub disruption in HIV disease and cocaine use: A connectomics analysis of brain function
inferred← citeshttps://doi.org/10.1016/j.ebiom.2024.105231openalex-snapshot
Identification of disease phenotypes in acetylcholine receptor-antibody myasthenia gravis using proteomics-based consensus clustering
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Variability and ecological relevance of alternative group structures in food webs
inferred← citeshttps://doi.org/10.1016/j.ecolmodel.2019.108834openalex-snapshot
Simulation of a forest-grass ecological network in a typical desert oasis based on multiple scenes
inferred← citeshttps://doi.org/10.1016/j.ecolmodel.2026.111866openalex-snapshot
Biophysical modelling and network analyses can inform strategic site selection for mangrove restoration
inferred← citeshttps://doi.org/10.1016/j.ejor.2016.10.033openalex-snapshot
Efficient modularity density heuristics for large graphs
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Remote sensing for UN SDGs: A global analysis of research and collaborations
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A robust unsupervised consensus control chart pattern recognition framework
inferred← citeshttps://doi.org/10.1016/j.eswa.2016.01.026openalex-snapshot
A consensus graph clustering algorithm for directed networks
inferred← citeshttps://doi.org/10.1016/j.eswa.2019.01.074openalex-snapshot
Estimating the number of clusters in a dataset via consensus clustering
inferred← citeshttps://doi.org/10.1016/j.eswa.2019.112911openalex-snapshot
An ensemble based on a bi-objective evolutionary spectral algorithm for graph clustering
inferred← citeshttps://doi.org/10.1016/j.eswa.2020.113184openalex-snapshot
Multiplex community detection in complex networks using an evolutionary approach
inferred← citeshttps://doi.org/10.1016/j.eswa.2021.115085openalex-snapshot
A reduced variance unsupervised ensemble learning algorithm based on modern portfolio theory
inferred← citeshttps://doi.org/10.1016/j.eswa.2022.116607openalex-snapshot
A novel relevance-based information interaction model for community detection in complex networks
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Spotlight: Assembly of protein complexes by integrating graph clustering methods
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Kinematic network of joint motion provides insight on gait coordination: An observational study on Parkinson's disease
inferred← citeshttps://doi.org/10.1016/j.ijthermalsci.2023.108790openalex-snapshot
Study on numerical model of thermal conductivity of non-aqueous phase liquids contaminated soils based on mesoscale
inferred← citeshttps://doi.org/10.1016/j.imu.2023.101425openalex-snapshot
A novel local alignment algorithm for Multilayer networks
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A framework of mapping undirected to directed graphs for community detection
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An enhanced multi-objective biogeography-based optimization for overlapping community detection in social networks with node attributes
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From initial formation to developmental refinement: GABAergic inputs shape neuronal subnetworks in the primary somatosensory cortex
inferred← citeshttps://doi.org/10.1016/j.jaac.2018.01.014openalex-snapshot
Data-Driven Subtyping of Executive Function–Related Behavioral Problems in Children
inferred← citeshttps://doi.org/10.1016/j.jenvman.2026.130397openalex-snapshot
From ecological foundations to nature-based solutions: A semantic-temporal scientometric analysis of urban expansion and green space research
inferred← citeshttps://doi.org/10.1016/j.jhydrol.2023.130440openalex-snapshot
Spatiotemporal analysis of extreme precipitation events in the United States at mesoscale: Complex network theory
inferred← citeshttps://doi.org/10.1016/j.jksuci.2015.07.001openalex-snapshot
Topic-oriented community detection of rating-based social networks
inferred← citeshttps://doi.org/10.1016/j.joi.2018.05.004openalex-snapshot
Stochastic block model reveals maps of citation patterns and their evolution in time
inferred← citeshttps://doi.org/10.1016/j.joi.2024.101612openalex-snapshot
Scientific knowledge role transition prediction from a knowledge hierarchical structure perspective
inferred← citeshttps://doi.org/10.1016/j.jtct.2025.09.034openalex-snapshot
Identification of Distinct Subtypes in Immune Tolerance after Hematopoietic Cell Transplantation Using the Prospective ABLE1.0 Pediatric Study Cohort
inferred← citeshttps://doi.org/10.1016/j.knosys.2019.06.030openalex-snapshot
A three-stage algorithm on community detection in social networks
inferred← citeshttps://doi.org/10.1016/j.knosys.2020.106666openalex-snapshot
Identification of multi-layer networks community by fusing nonnegative matrix factorization and topological structural information
inferred← citeshttps://doi.org/10.1016/j.knosys.2025.114389openalex-snapshot
Toward Transformer-compatible multivariate time series learning via visibility graph-based structural encoding
inferred← citeshttps://doi.org/10.1016/j.marpol.2026.107169openalex-snapshot
Social–ecological network analysis of governance gaps in a newly designated marine protected area of the Global South
inferred← citeshttps://doi.org/10.1016/j.media.2025.103761openalex-snapshot
Deep generation of personalized connectomes based on individual attributes
inferred← citeshttps://doi.org/10.1016/j.nbd.2021.105401openalex-snapshot
Intracranial brain stimulation modulates fMRI-based network switching
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Multi-view graph contrastive clustering via consensus constraint
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A weighted prior tensor train decomposition method for community detection in multi-layer networks
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Influence of structural and functional brain connectivity on age-related differences in fluid cognition
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2015.05.025openalex-snapshot
Global features of functional brain networks change with contextual disorder
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2015.12.001openalex-snapshot
Dynamic fluctuations coincide with periods of high and low modularity in resting-state functional brain networks
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2016.06.035openalex-snapshot
Connectome sensitivity or specificity: which is more important?
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