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 651–675 of 919 papers

TitleStatusHype
Measuring the Similarity of Grammatical Gender Systems by Comparing Partitions—0
Median evidential c-means algorithm and its application to community detection—0
Memory-aware framework for fast and scalable second-order random walk over billion-edge natural graphs—0
Merge-split Markov chain Monte Carlo for community detection—0
Message-passing algorithms for synchronization problems over compact groups—0
META-CODE: Community Detection via Exploratory Learning in Topologically Unknown Networks—0
Minimax Rates for Robust Community Detection—0
Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing—0
Mining Trends of COVID-19 Vaccine Beliefs on Twitter with Lexical Embeddings—0
Mixed membership distribution-free model—0
Mixed-SCORE+ for mixed membership community detection—0
Mixture of multilayer stochastic block models for multiview clustering—0
Modular decomposition of protein structure using community detection—0
Modularity-based approach for tracking communities in dynamic social networks—0
Modularity based linkage model for neuroevolution—0
Modular structure in labour networks reveals skill basins—0
Multimodal Clustering for Community Detection—0
Multiple-View Spectral Clustering for Group-wise Functional Community Detection—0
Multiplex Communities and the Emergence of International Conflict—0
Multi-scale detection of hierarchical community architecture in structural and functional brain networks—0
Multi-Scale Node Embeddings for Graph Modeling and Generation—0
Multiway Spherical Clustering via Degree-Corrected Tensor Block Models—0
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula—0
Mutual Information in Community Detection with Covariate Information and Correlated Networks—0
Narratives from GPT-derived Networks of News, and a link to Financial Markets Dislocations—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