SOTAVerified

Community Detection

Community Detection is one of the fundamental problems in network analysis, where the goal is to find groups of nodes that are, in some sense, more similar to each other than to the other nodes.

Source: Randomized Spectral Clustering in Large-Scale Stochastic Block Models

Papers

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Showing 501–550 of 919 papers

TitleStatusHype
Estimating Mixed-Memberships Using the Symmetric Laplacian Inverse Matrix—0
Estimating Mixed Memberships with Sharp Eigenvector Deviations—0
Consistency of regularized spectral clustering in degree-corrected mixed membership model—0
Estimating the number of communities in networks by spectral methods—0
Estimation of Number of Communities in Assortative Sparse Networks—0
Evaluating accuracy of community detection using the relative normalized mutual information—0
Evaluating Community Detection Algorithms for Progressively Evolving Graphs—0
Evaluating the effect of topic consideration in identifying communities of rating-based social networks—0
Evidential community detection based on density peaks—0
Evidential Label Propagation Algorithm for Graphs—0
Evolutionary Multi Objective Optimization Algorithm for Community Detection in Complex Social Networks—0
Exact Matching in Correlated Networks with Node Attributes for Improved Community Recovery—0
Optimal and exact recovery on general non-uniform Hypergraph Stochastic Block Model—0
Exact Recovery of Community Detection in dependent Gaussian Mixture Models—0
Exact Recovery of Community Detection in k-Community Gaussian Mixture Model—0
EXIT Analysis for Community Detection—0
Explicitly Linking Regional Activation and Function Connectivity: Community Structure of Weighted Networks with Continuous Annotation—0
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models—0
Exploration of Large Networks with Covariates via Fast and Universal Latent Space Model Fitting—0
Exploring Sentence Community for Document-Level Event Extraction—0
Exposing Fake Images with Forensic Similarity Graphs—0
Extracting information from free text through unsupervised graph-based clustering: an application to patient incident records—0
Extraction of hierarchical functional connectivity components in human brain using resting-state fMRI—0
Fair Information Spread on Social Networks with Community Structure—0
Fair Community Detection and Structure Learning in Heterogeneous Graphical Models—0
Fast Community Detection based on Graph Autoencoder Reconstruction—0
FedCut: A Spectral Analysis Framework for Reliable Detection of Byzantine Colluders—0
Federated Myopic Community Detection with One-shot Communication—0
Finding a latent k-simplex in O(k . nnz(data)) time via Subset Smoothing—0
Finding Dory in the Crowd: Detecting Social Interactions using Multi-Modal Mobile Sensing—0
Finding overlapping community from social networks based on community forest model—0
Finding structural hole spanners based on community forest model and diminishing marginal utility in large scale social networks—0
Machine learning to assess relatedness: the advantage of using firm-level data—0
Fitting networks with a cancellation trick—0
FluidC+: A novel community detection algorithm based on fluid propagation—0
From Base Data To Knowledge Discovery -- A Life Cycle Approach -- Using Multilayer Networks—0
From Community Detection to Community Profiling—0
From Community Detection to Community Deception—0
From Free Text to Clusters of Content in Health Records: An Unsupervised Graph Partitioning Approach—0
From Text to Topics in Healthcare Records: An Unsupervised Graph Partitioning Methodology—0
From the User to the Medium: Neural Profiling Across Web Communities—0
Fundamental limits of community detection from multi-view data: multi-layer, dynamic and partially labeled block models—0
Graph2topic: an opensource topic modeling framework based on sentence embedding and community detection—0
GCN-based Multi-task Representation Learning for Anomaly Detection in Attributed Networks—0
Gene communities in co-expression networks across different tissues—0
Generalized Category Discovery with Clustering Assignment Consistency—0
Generating Extractive Summaries of Scientific Paradigms—0
Geometric Graph Representation Learning via Maximizing Rate Reduction—0
Global and Individualized Community Detection in Inhomogeneous Multilayer Networks—0
GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GNNAccuracy-NE2—Unverified
2CommunityGANF1-score0.09—Unverified
3Ego-SplittingF1-score0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1EdMotNMI0.42—Unverified
2CDNMFNMI0.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CDNMFACC0.48—Unverified
#ModelMetricClaimedVerifiedStatus
1CommunityGANF1-Score0.15—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.56—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.69—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.65—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.68—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.71—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.86—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1CDNMFACC0.67—Unverified