Determining the Number of Communities in Sparse and Imbalanced Settings
Determining the Number of Communities in Sparse and Imbalanced Settings
Community structures represent a crucial aspect of network analysis, and various methods have been developed to identify these communities. However, a common hurdle lies in determining the number of communities K, a parameter that often requires estimation in practice. Existing approaches for estimating K face two notable challenges: the weak …