Community Detection Algorithm Based on Nonnegative Matrix Factorization and Improved Density Peak Clustering
Community detection is a critical issue in the field of complex networks.Recently, the nonnegative matrix factorization (NMF) method has successfully uncovered the community structure in the complex networks.However, this method has a significant drawback; most of community Vanity Set detection methods using NMF require the number of communities to