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
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
Fundamental limits of community detection from multi-view data: multi-layer, dynamic and partially labeled block models—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
An _p theory of PCA and spectral clustering—0
Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process—0
Fair Community Detection and Structure Learning in Heterogeneous Graphical Models—0
Community Detection for Heterogeneous Multiple Social Networks—0
Fast Community Detection based on Graph Autoencoder Reconstruction—0
Community Detection for Power Systems Network Aggregation Considering Renewable Variability—0
AceKG: A Large-scale Knowledge Graph for Academic Data Mining—0
DCC: A Cascade based Approach to Detect Communities in Social Networks—0
Data-driven Influence Based Clustering of Dynamical Systems—0
Community Detection Graph Convolutional Network for Overlap-Aware Speaker Diarization—0
Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian—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
Data-driven Clustering in Ad-hoc Networks based on Community Detection—0
Show:102550
← PrevPage 15 of 37Next →
All datasetsAmazonCoraCiteseerDBLPFacebook ArtistsFacebook AthletesFacebook CelebritiesFacebook CompaniesFacebook GovernmentFacebook MediaFacebook PoliticiansFacebook TV Show

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