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 276–300 of 919 papers

TitleStatusHype
An Enhanced Multi-Objective Biogeography-Based Optimization for Overlapping Community Detection in Social Networks with Node Attributes—0
Community Detection and Growth Potential Prediction Using the Stochastic Block Model and the Long Short-term Memory from Patent Citation Networks—0
Causal Inference for Early Detection of Pathogenic Social Media Accounts—0
A Differentiable Approach to Combinatorial Optimization using Dataless Neural Networks—0
Detecting Community Structures in Hi-C Genomic Data—0
Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing—0
Detecting Dynamic Community Structure in Functional Brain Networks Across Individuals: A Multilayer Approach—0
Detecting Local Community Structures in Social Networks Using Concept Interestingness—0
Detecting local processing unit in drosophila brain by using network theory—0
Detecting Overlapping Communities in Networks Using Spectral Methods—0
A network community detection method with integration of data from multiple layers and node attributes—0
Deep Graph Clustering via Mutual Information Maximization and Mixture Model—0
Detection of Community Structures in Networks with Nodal Features based on Generative Probabilistic Approach—0
Determining Code Words in Euphemistic Hate Speech Using Word Embedding Networks—0
Differentially Private Community Detection for Stochastic Block Models—0
Differentially private exact recovery for stochastic block models—0
Direct Comparative Analysis of Nature-inspired Optimization Algorithms on Community Detection Problem in Social Networks—0
Discriminative community detection for multiplex networks—0
Disentangling group and link persistence in Dynamic Stochastic Block models—0
Deep Clustering via Community Detection—0
Distributed Representation of Subgraphs—0
Distribution-Free Model for Community Detection—0
Disunited Nations? A Multiplex Network Approach to Detecting Preference Affinity Blocs using Texts and Votes—0
Diversified Top-k Partial MaxSAT Solving—0
An Empirical Comparison of the Summarization Power of Graph Clustering Methods—0
Show:102550
← PrevPage 12 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