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 651–700 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
NAZM: Network Analysis of Zonal Metrics in Persian Poetic Tradition—0
Near-Optimal Correlation Clustering with Privacy—0
Neighbor Similarity Based Agglomerative Method for Community Detection in Networks—0
Network analysis of a complex disease: the gut microbiota in the inflammatory bowel disease case—0
Network-based community detection of comorbidities and their association with SARS-CoV-2 virus during COVID-19 pathogenesis—0
Network-Based Delineation of Health Service Areas: A Comparative Analysis of Community Detection Algorithms—0
Network-based diversification of stock and cryptocurrency portfolios—0
Network Clustering Via Kernel-ARMA Modeling and the Grassmannian The Brain-Network Case—0
Network-community analysis of cellular senescence—0
Network Detection Theory and Performance—0
Network Filtering for Big Data: Triangulated Maximally Filtered Graph—0
Network reconstruction and community detection from dynamics—0
Network strategies to study Epstein-Barr virus associated carcinomas and potential etiological mechanisms for oncogenesis—0
Network structure, metadata and the prediction of missing nodes and annotations—0
Network Visualisations for Exploring Political Concepts—0
Neural-prior stochastic block model—0
Neural Stochastic Block Model & Scalable Community-Based Graph Learning—0
New Recipe for Semi-supervised Community Detection: Clique Annealing under Crystallization Kinetics—0
Next Waves in Veridical Network Embedding—0
NISQ-ready community detection based on separation-node identification—0
Node Centrality Approximation For Large Networks Based On Inductive Graph Neural Networks—0
Nonbacktracking Bounds on the Influence in Independent Cascade Models—0
Non-Backtracking Spectrum of Degree-Corrected Stochastic Block Models—0
Non-backtracking walks reveal compartments in sparse chromatin interaction networks—0
Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method—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