7 citations · 14 across the 11 of their papers we have counts for
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cs.SI2025
When Does the Silhouette Score Work? A Comprehensive Study in Network Clustering
Zongyue Teng, Jun Yan, Dandan Liu +1
Selecting the number of communities is a fundamental challenge in network clustering. The silhouette score offers an intuitive, model-free criterion that balances within-cluster co…
stat.ME2025
Covariate Connectivity Combined Clustering for Weighted Networks
Zeyu Hu, Wenrui Li, Jun Yan +1
Community detection is a central task in network analysis, with applications in social, biological, and technological systems. Traditional algorithms rely primarily on network topo…
stat.ME2025
CALF-SBM: A Covariate-Assisted Latent Factor Stochastic Block Model
Sydney Louit, Evan Clark, Alexander Gelbard +3
We propose a novel network generative model extended from the standard stochastic block model by concurrently utilizing observed node-level information and accounting for network-e…