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 626–650 of 919 papers

TitleStatusHype
Rank-one matrix estimation: analysis of algorithmic and information theoretic limits by the spatial coupling method—0
From the User to the Medium: Neural Profiling Across Web Communities—0
Mean Field for the Stochastic Blockmodel: Optimization Landscape and Convergence Issues—0
Node Embedding with Adaptive Similarities for Scalable Learning over GraphsCode0
Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling Clustering Algorithms on NUMA ArchitecturesCode0
Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing—0
Improvements on SCORE, Especially for Weak Signals—0
From Free Text to Clusters of Content in Health Records: An Unsupervised Graph Partitioning Approach—0
An Enhanced Multi-Objective Biogeography-Based Optimization for Overlapping Community Detection in Social Networks with Node Attributes—0
Sentence Packaging in Text Generation from Semantic Graphs as a Community Detection Problem—0
Effective Resistance-based Germination of Seed Sets for Community Detection—0
Community Detection with Graph Neural NetworksCode0
Streaming Graph Neural NetworksCode1
A Map Equation with Metadata: Varying the Role of Attributes in Community Detection—0
Deep Autoencoder-like Nonnegative Matrix Factorization for Community DetectionCode0
Parallel Protein Community Detection in Large-scale PPI Networks Based on Multi-source Learning—0
TNE: A Latent Model for Representation Learning on Networks—0
Top-K Influential Nodes in Social Networks: A Game Perspective—0
Hierarchical community detection by recursive partitioning—0
Determining Code Words in Euphemistic Hate Speech Using Word Embedding Networks—0
Convex Relaxation Methods for Community Detection—0
Evidential community detection based on density peaks—0
Early Identification of Pathogenic Social Media Accounts—0
Topological Data Analysis of Task-Based fMRI Data from Experiments on Schizophrenia—0
Coupled Graphs and Tensor Factorization for Recommender Systems and Community DetectionCode0
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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