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 476–500 of 919 papers

TitleStatusHype
Overlapping Communities Detection via Measure Space Embedding—0
Overlapping Community Detection by Online Cluster Aggregation—0
Overlapping Community Detection in Temporal Text Networks—0
Overlapping Community Detection in Weighted Temporal Text Networks—0
Overlapping Community Detection Optimization and Nash Equilibrium—0
Pair-Matching: Links Prediction with Adaptive Queries—0
Pairwise Covariates-adjusted Block Model for Community Detection—0
Parallel Protein Community Detection in Large-scale PPI Networks Based on Multi-source Learning—0
Partial recovery and weak consistency in the non-uniform hypergraph Stochastic Block Model—0
Partial Recovery Bounds for the Sparse Stochastic Block Model—0
Partition-Merge: Distributed Inference and Modularity Optimization—0
Pay Attention to Relations: Multi-embeddings for Attributed Multiplex Networks—0
Performance in the Courtroom: Automated Processing and Visualization of Appeal Court Decisions in France—0
Performance of a community detection algorithm based on semidefinite programming—0
Perturbation Analysis of Randomized SVD and its Applications to Statistics—0
PGLasso: Microbial Community Detection through Phylogenetic Graphical Lasso—0
Phase Transitions in Community Detection: A Solvable Toy Model—0
Phase Transitions in Spectral Community Detection of Large Noisy Networks—0
PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions—0
Political Communities on Twitter: Case Study of the 2022 French Presidential Election—0
Predicting the Biological Classification of Cell-Cycle Regulated Genes of Saccharomyces cerevisiae using Community Detection Algorithms on Gene Co-expression Networks—0
Predictive Overlapping Co-Clustering—0
Pre-trained Prompt-driven Semi-supervised Local Community Detection—0
Primal-Dual Optimization Algorithms over Riemannian Manifolds: an Iteration Complexity Analysis—0
Principal Graph Encoder Embedding and Principal Community Detection—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