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 226–250 of 919 papers

TitleStatusHype
Neural-prior stochastic block model—0
Effective Hierarchical Information Threading Using Network Community DetectionCode0
A pseudo-likelihood approach to community detection in weighted networks—0
Heuristic Modularity Maximization Algorithms for Community Detection Rarely Return an Optimal Partition or Anything Similar—0
Modularity-based approach for tracking communities in dynamic social networks—0
A Constraints Fusion-induced Symmetric Nonnegative Matrix Factorization Approach for Community Detection—0
PubGraph: A Large-Scale Scientific Knowledge Graph—0
ContCommRTD: A Distributed Content-based Misinformation-aware Community Detection System for Real-Time Disaster Reporting—0
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech—0
Hierarchical Bayesian inference for community detection and connectivity of functional brain networksCode0
Temporal Dynamics of Coordinated Online Behavior: Stability, Archetypes, and Influence—0
Artificial Benchmark for Community Detection with Outliers (ABCD+o)Code0
Variational Inference: Posterior Threshold Improves Network Clustering Accuracy in Sparse Regimes—0
Community Detection with Known, Unknown, or Partially Known Auxiliary Latent Variables—0
Constraint-Induced Symmetric Nonnegative Matrix Factorization for Accurate Community DetectionCode0
NISQ-ready community detection based on separation-node identification—0
TxAllo: Dynamic Transaction Allocation in Sharded Blockchain Systems—0
DCC: A Cascade based Approach to Detect Communities in Social Networks—0
Direct Comparative Analysis of Nature-inspired Optimization Algorithms on Community Detection Problem in Social Networks—0
The Ties that matter: From the perspective of Similarity Measure in Online Social Networks—0
Higher-order Knowledge Transfer for Dynamic Community Detection with Great Changes—0
FedCut: A Spectral Analysis Framework for Reliable Detection of Byzantine Colluders—0
MGTCOM: Community Detection in Multimodal GraphsCode0
A Spectral Analysis of Graph Neural Networks on Dense and Sparse GraphsCode0
Bipartite mixed membership distribution-free model. A novel model for community detection in overlapping bipartite weighted networks—0
Show:102550
← PrevPage 10 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