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 351–375 of 919 papers

TitleStatusHype
A Spectral Framework for Anomalous Subgraph Detection—0
Community Detection in Degree-Corrected Block Models—0
Community Detection in Cryptocurrencies with Potential Applications to Portfolio Diversification—0
A Semi-Supervised Deep Clustering Pipeline for Mining Intentions From Texts—0
A Graph-Based Analysis of Medical Queries of a Swedish Health Care Portal—0
Community detection in complex networks via node similarity, graph representation learning, and hierarchical clustering—0
Community detection in censored hypergraph—0
A semidefinite program for unbalanced multisection in the stochastic block model—0
FedCut: A Spectral Analysis Framework for Reliable Detection of Byzantine Colluders—0
Community Detection Graph Convolutional Network for Overlap-Aware Speaker Diarization—0
A Semidefinite Program for Structured Blockmodels—0
A Comprehensive Survey on Community Detection with Deep Learning—0
Community Detection from Multiple Observations: from Product Graph Model to Brain Applications—0
Fast Community Detection based on Graph Autoencoder Reconstruction—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
Fair Information Spread on Social Networks with Community Structure—0
Community Detection for Contextual-LSBM: Theoretical Limitations of Misclassification Rate and Efficient Algorithms—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
A Generative Model for Dynamic Networks with Applications—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