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

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Showing 601–650 of 919 papers

TitleStatusHype
Community Detection and Growth Potential Prediction Using the Stochastic Block Model and the Long Short-term Memory from Patent Citation Networks—0
Community Detection and Growth Potential Prediction from Patent Citation Networks—0
Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language UnderstandingCode0
Finding a latent k-simplex in O(k . nnz(data)) time via Subset Smoothing—0
Community detection in the sparse hypergraph stochastic block model—0
Density-based Community Detection/OptimizationCode0
Bayesian estimation of the latent dimension and communities in stochastic blockmodelsCode0
Community detection over a heterogeneous population of non-aligned networksCode0
Hierarchical Stochastic Block Model for Community Detection in Multiplex NetworksCode0
Network reconstruction and community detection from dynamics—0
Ensemble Clustering for Graphs: Comparisons and ApplicationsCode0
Universality of Computational Lower Bounds for Submatrix Detection—0
Detecting Local Community Structures in Social Networks Using Concept Interestingness—0
Spectral Multi-scale Community Detection in Temporal Networks with an Application—0
Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs—0
CommunityGAN: Community Detection with Generative Adversarial NetsCode0
EXIT Analysis for Community Detection—0
Semi-supervised learning in unbalanced and heterogeneous networks—0
Deep Network Embedding for Graph Representation Learning in Signed NetworksCode0
The algorithm of the impulse noise filtration in images based on an algorithm of community detection in graphs—0
A Fuzzy Community-Based Recommender System Using PageRank—0
Higher-Order Spectral Clustering under Superimposed Stochastic Block Model—0
Provable limitations of deep learning—0
Community structure: A comparative evaluation of community detection methods—0
Statement networks: a power structure narrative as depicted by newspapersCode0
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