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 451–500 of 919 papers

TitleStatusHype
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
On Graph Neural Networks versus Graph-Augmented MLPsCode0
A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs—0
Linear-Sample Learning of Low-Rank Distributions—0
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
Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning—0
Efficient Personalized Community Detection via Genetic Evolution—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
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
Spectral Algorithms for Community Detection in Directed Networks—0
Community models for networks observed through edge nominations—0
Big Networks: A Survey—0
A Novel Community Detection Based Genetic Algorithm for Feature Selection—0
Community detection in sparse latent space models—0
Almost exact recovery in noisy semi-supervised learningCode0
Integrating Network Embedding and Community Outlier Detection via Multiclass Graph DescriptionCode0
Simplification of Graph Convolutional Networks: A Matrix Factorization-based Perspective—0
GRADE: Graph Dynamic Embedding—0
Evaluating Community Detection Algorithms for Progressively Evolving Graphs—0
Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels?—0
Next Waves in Veridical Network Embedding—0
Community detection and Social Network analysis based on the Italian wars of the 15th century—0
On spectral algorithms for community detection in stochastic blockmodel graphs with vertex covariatesCode0
Information Retrieval and Extraction on COVID-19 Clinical Articles Using Graph Community Detection and Bio-BERT Embeddings—0
Towards analyzing large graphs with quantum annealing and quantum gate computers—0
Non-Convex Exact Community Recovery in Stochastic Block ModelCode0
Community detection and percolation of information in a geometric setting—0
Statistical inference of assortative community structures—0
Community-Based Data Integration of Course and Job Data in Support of Personalized Career-Education Recommendations—0
An _p theory of PCA and spectral clustering—0
Applying Machine Learning Techniques for Caching in Edge Networks: A Comprehensive Survey—0
Strongly local p-norm-cut algorithms for semi-supervised learning and local graph clusteringCode0
Performance in the Courtroom: Automated Processing and Visualization of Appeal Court Decisions in France—0
Graph Neural Network Encoding for Community Detection in Attribute NetworksCode0
Uncovering the mesoscale structure of the credit default swap market to improve portfolio risk modelling—0
Community detection in sparse time-evolving graphs with a dynamical Bethe-HessianCode0
Revealing consensus and dissensus between network partitions—0
Neural Stochastic Block Model & Scalable Community-Based Graph Learning—0
Sampling Community Structure—0
Knowledge Graph semantic enhancement of input data for improving AI—0
Evolutionary Multi Objective Optimization Algorithm for Community Detection in Complex Social Networks—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