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 676–700 of 919 papers

TitleStatusHype
AceKG: A Large-scale Knowledge Graph for Academic Data Mining—0
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions—0
Achieving Optimal Misclassification Proportion in Stochastic Block Model—0
Achieving the KS threshold in the general stochastic block model with linearized acyclic belief propagation—0
A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs—0
A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature—0
A Comprehensive Review of Community Detection in Graphs—0
A Comprehensive Survey on Community Detection with Deep Learning—0
A Compressive Sensing Approach to Community Detection with Applications—0
A Constraints Fusion-induced Symmetric Nonnegative Matrix Factorization Approach for Community Detection—0
A cost-based multi-layer network approach for the discovery of patient phenotypes—0
Active Community Detection with Maximal Expected Model Change—0
Active Learning for Community Detection in Stochastic Block Models—0
Active learning in the geometric block model—0
A data-driven rutting depth short-time prediction model with metaheuristic optimization for asphalt pavements based on RIOHTrack—0
A Deep Latent Space Model for Directed Graph Representation Learning—0
A Differentiable Approach to Combinatorial Optimization using Dataless Neural Networks—0
An Adaptive Deep Clustering Pipeline to Inform Text Labeling at Scale—0
A Flexible Fitness Function for Community Detection in Complex Networks—0
A Framework for Exploring Federated Community Detection—0
A Framework for Multi-View Classification of Features—0
A Fuzzy Community-Based Recommender System Using PageRank—0
A General Framework for Complex Network-Based Image Segmentation—0
A Generative Model for Dynamic Networks with Applications—0
A Graph-Based Analysis of Medical Queries of a Swedish Health Care Portal—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