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 426–450 of 919 papers

TitleStatusHype
Phylogenetic reconstruction of the cultural evolution of electronic music via dynamic community detection (1975-1999)Code0
Dynamic Community Detection into Analyzing of Wildfires Events—0
Investigating Annotator Bias with a Graph-Based ApproachCode0
Measuring the Similarity of Grammatical Gender Systems by Comparing Partitions—0
Fast Network Community Detection with Profile-Pseudo Likelihood MethodsCode0
Amortized Probabilistic Detection of Communities in GraphsCode1
On Graph Neural Networks versus Graph-Augmented MLPsCode0
Joint Inference of Diffusion and Structure in Partially Observed Social Networks Using Coupled Matrix FactorizationCode1
Linear-Sample Learning of Low-Rank Distributions—0
A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs—0
Community detection, pattern recognition, and hypergraph-based learning: approaches using metric geometry and persistent homologyCode1
Sketch-based community detection in evolving networks—0
Overlapping community detection in networks via sparse spectral decompositionCode0
Hierarchical community structure in networksCode0
On the use of local structural properties for improving the efficiency of hierarchical community detection methods—0
Community detection in networks using graph embeddings—0
Hierarchical Message-Passing Graph Neural NetworksCode1
Efficient Personalized Community Detection via Genetic Evolution—0
Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning—0
Online Estimation and Community Detection of Network Point Processes for Event StreamsCode0
Exact Recovery of Community Detection in k-Community Gaussian Mixture Model—0
Community-Aware Graph Signal Processing—0
MultiVERSE: a multiplex and multiplex-heterogeneous network embedding approachCode1
TopicBERT: A Transformer transfer learning based memory-graph approach for multimodal streaming social media topic detection—0
Improving Smart Conference Participation through Socially-Aware Recommendation—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