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 226–250 of 919 papers

TitleStatusHype
Dynamic Network Sampling for Community Detection—0
Community Detection in the Hypergraph SBM: Exact Recovery Given the Similarity Matrix—0
META-CODE: Community Detection via Exploratory Learning in Topologically Unknown Networks—0
Predicting the Biological Classification of Cell-Cycle Regulated Genes of Saccharomyces cerevisiae using Community Detection Algorithms on Gene Co-expression Networks—0
Network analysis of a complex disease: the gut microbiota in the inflammatory bowel disease case—0
GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs—0
Network strategies to study Epstein-Barr virus associated carcinomas and potential etiological mechanisms for oncogenesis—0
20 years of network community detection—0
Minimax Rates for Robust Community Detection—0
Communities in C.elegans connectome through the prism of non-backtracking walksCode0
Edge Augmentation on Disconnected Graphs via Eigenvalue Elevation—0
Signed Network Embedding with Application to Simultaneous Detection of Communities and Anomalies—0
GCN-based Multi-task Representation Learning for Anomaly Detection in Attributed Networks—0
Perspectives and constraints on neural network models of neurobiological processesCode0
OK Boomer: Probing the socio-demographic Divide in Echo Chambers—0
Dynamic Community Detection via Adversarial Temporal Graph Representation Learning—0
Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process—0
Community Recovery in the Geometric Block Model—0
Controllability of Coarsely Measured Networked Linear Dynamical Systems (Extended Version)—0
Multi-Frequency Joint Community Detection and Phase SynchronizationCode0
Research Topic Flows in Co-Authorship Networks—0
TC-SfM: Robust Track-Community-Based Structure-from-Motion—0
An Unsupervised Approach to Discover Media FramesCode0
Network-based community detection of comorbidities and their association with SARS-CoV-2 virus during COVID-19 pathogenesis—0
Contributions to Representation Learning with Graph Autoencoders and Applications to Music Recommendation—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