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 251–300 of 919 papers

TitleStatusHype
BigGraphVis: Leveraging Streaming Algorithms and GPU Acceleration for Visualizing Big Graphs—0
ContCommRTD: A Distributed Content-based Misinformation-aware Community Detection System for Real-Time Disaster Reporting—0
Content-driven, unsupervised clustering of news articles through multiscale graph partitioning—0
Contextual Stochastic Block Model: Sharp Thresholds and Contiguity—0
Enhancing Scalability of Optimal Kron-based Reduction of Networks (Opti-KRON) via Decomposition with Community Detection—0
Efficiently Detecting Overlapping Communities through Seeding and Semi-Supervised Learning—0
A Network Perspective on Stratification of Multi-Label Data—0
Efficient Minimax Signal Detection on Graphs—0
Characterizing functional brain networks and emotional centers based on Rasa theory of Indian aesthetics—0
Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning—0
Achieving Optimal Misclassification Proportion in Stochastic Block Model—0
Efficient Personalized Community Detection via Genetic Evolution—0
Ensemble approaches for improving community detection methods—0
Estimating Mixed-Memberships Using the Symmetric Laplacian Inverse Matrix—0
Early Detection of Research Trends—0
Chaining Data - A Novel Paradigm in Artificial Intelligence Exemplified with NMF based Clustering—0
Early Identification of Pathogenic Social Media Accounts—0
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions—0
Detecting Communities in Heterogeneous Multi-Relational Networks:A Message Passing based Approach—0
Dynamic Range in the C.elegans Brain Network—0
Edge Augmentation on Disconnected Graphs via Eigenvalue Elevation—0
Detecting Communities in Complex Networks using an Adaptive Genetic Algorithm and node similarity-based encoding—0
Community Structure Recovery and Interaction Probability Estimation for Gossip Opinion Dynamics—0
CAYLEYNETS: SPECTRAL GRAPH CNNS WITH COMPLEX RATIONAL FILTERS—0
An Enhanced Multi-Objective Biogeography-Based Optimization for Overlapping Community Detection in Social Networks with Node Attributes—0
Community Detection and Growth Potential Prediction Using the Stochastic Block Model and the Long Short-term Memory from Patent Citation Networks—0
Dynamic Community Detection via Adversarial Temporal Graph Representation Learning—0
Causal Inference for Early Detection of Pathogenic Social Media Accounts—0
A Differentiable Approach to Combinatorial Optimization using Dataless Neural Networks—0
Detecting Community Structures in Hi-C Genomic Data—0
Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing—0
Detecting Dynamic Community Structure in Functional Brain Networks Across Individuals: A Multilayer Approach—0
Detecting Local Community Structures in Social Networks Using Concept Interestingness—0
Detecting local processing unit in drosophila brain by using network theory—0
Detecting Overlapping Communities in Networks Using Spectral Methods—0
A network community detection method with integration of data from multiple layers and node attributes—0
Deep Graph Clustering via Mutual Information Maximization and Mixture Model—0
Detection of Community Structures in Networks with Nodal Features based on Generative Probabilistic Approach—0
Determining Code Words in Euphemistic Hate Speech Using Word Embedding Networks—0
Differentially Private Community Detection for Stochastic Block Models—0
Differentially private exact recovery for stochastic block models—0
Direct Comparative Analysis of Nature-inspired Optimization Algorithms on Community Detection Problem in Social Networks—0
Discriminative community detection for multiplex networks—0
Disentangling group and link persistence in Dynamic Stochastic Block models—0
Deep Clustering via Community Detection—0
Distributed Representation of Subgraphs—0
Distribution-Free Model for Community Detection—0
Disunited Nations? A Multiplex Network Approach to Detecting Preference Affinity Blocs using Texts and Votes—0
Diversified Top-k Partial MaxSAT Solving—0
An Empirical Comparison of the Summarization Power of Graph Clustering Methods—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