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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 376–400 of 919 papers

TitleStatusHype
Fitting networks with a cancellation trick—0
Fast Community Detection based on Graph Autoencoder Reconstruction—0
FluidC+: A novel community detection algorithm based on fluid propagation—0
Community Detection for Power Systems Network Aggregation Considering Renewable Variability—0
Fair Community Detection and Structure Learning in Heterogeneous Graphical Models—0
Community Detection for Heterogeneous Multiple Social Networks—0
From Community Detection to Community Profiling—0
Fair Information Spread on Social Networks with Community Structure—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
Community Detection for Contextual-LSBM: Theoretical Limitations of Misclassification Rate and Efficient Algorithms—0
A Generative Model for Dynamic Networks with Applications—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
Extraction of hierarchical functional connectivity components in human brain using resting-state fMRI—0
Generalized Category Discovery with Clustering Assignment Consistency—0
Extracting information from free text through unsupervised graph-based clustering: an application to patient incident records—0
Community Detection: Exact Recovery in Weighted Graphs—0
Exposing Fake Images with Forensic Similarity Graphs—0
Community detection by spectral methods in multi-layer networks—0
A Random Matrix Perspective on Random Tensors—0
Global and Individualized Community Detection in Inhomogeneous Multilayer Networks—0
Exploring Sentence Community for Document-Level Event Extraction—0
Exploration of Large Networks with Covariates via Fast and Universal Latent Space Model Fitting—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