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 51–100 of 919 papers

TitleStatusHype
Community Detection in Bipartite Networks with Stochastic BlockmodelsCode1
IncNSA: Detecting communities incrementally from time-evolving networks based on node similarityCode1
Contrastive Deep Nonnegative Matrix Factorization for Community DetectionCode1
Extended Stochastic Block Models with Application to Criminal NetworksCode1
Hypergraph Contrastive Learning for Drug Trafficking Community DetectionCode1
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research ChallengesCode1
Artificial Benchmark for Community Detection (ABCD): Fast Random Graph Model with Community StructureCode1
Analysis of spectral clustering algorithms for community detection: the general bipartite setting—0
A data-driven rutting depth short-time prediction model with metaheuristic optimization for asphalt pavements based on RIOHTrack—0
Accuracy-Memory Tradeoffs and Phase Transitions in Belief Propagation—0
Analysis of Persian News Agencies on Instagram, A Words Co-occurrence Graph-based Approach—0
Analyzing Modularity Maximization in Approximation, Heuristic, and Graph Neural Network Algorithms for Community Detection—0
Heterogeneous-Temporal Graph Convolutional Networks: Make the Community Detection Much Better—0
Topological Data Analysis of Task-Based fMRI Data from Experiments on Schizophrenia—0
An adaptive hybrid algorithm for social networks to choose groups with independent members—0
A multilevel clustering technique for community detection—0
Active learning in the geometric block model—0
A Map Equation with Metadata: Varying the Role of Attributes in Community Detection—0
A Local Perspective-based Model for Overlapping Community Detection—0
Active Learning for Community Detection in Stochastic Block Models—0
Accelerating Hybrid Agent-Based Models and Fuzzy Cognitive Maps: How to Combine Agents who Think Alike?—0
Beyond the network of plants volatile organic compounds—0
Active Community Detection with Maximal Expected Model Change—0
Almost Exact Recovery in Gossip Opinion Dynamics over Stochastic Block Models—0
A Boosting Approach to Learning Graph Representations—0
A likelihood-ratio type test for stochastic block models with bounded degrees—0
Algorithms for item categorization based on ordinal ranking data—0
A cost-based multi-layer network approach for the discovery of patient phenotypes—0
Bayesian estimation from few samples: community detection and related problems—0
Algorithmic infeasibility of community detection in higher-order networks—0
A high-reproducibility and high-accuracy method for automated topic classification—0
A Constraints Fusion-induced Symmetric Nonnegative Matrix Factorization Approach for Community Detection—0
A web-based tool to Analyze Semantic Similarity Networks—0
A Bi-clustering Framework for Consensus Problems—0
Axioms for graph clustering quality functions—0
Top-K Influential Nodes in Social Networks: A Game Perspective—0
Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks—0
Bias-Corrected Joint Spectral Embedding for Multilayer Networks with Invariant Subspace: Entrywise Eigenvector Perturbation and Inference—0
A Semi-Supervised Deep Clustering Pipeline for Mining Intentions From Texts—0
A Graph-Based Analysis of Medical Queries of a Swedish Health Care Portal—0
A semidefinite program for unbalanced multisection in the stochastic block model—0
A Semidefinite Program for Structured Blockmodels—0
A Comprehensive Survey on Community Detection with Deep Learning—0
A Spectral Framework for Anomalous Subgraph Detection—0
A graph representation based on fluid diffusion model for data analysis: theoretical aspects and enhanced community detection—0
A spectral method for community detection in moderately-sparse degree-corrected stochastic block models—0
A Compressive Sensing Approach to Community Detection with Applications—0
A Multi-Strategy Approach to Overcoming Bias in Community Detection Evaluation—0
A stochastic block model for community detection in attributed networks—0
A Unified Framework for Tuning Hyperparameters in Clustering Problems—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