2 papers
stat.ML2015
Modularity Component Analysis versus Principal Component Analysis
Hansi Jiang, Carl Meyer
In this paper the exact linear relation between the leading eigenvectors of the modularity matrix and the singular vectors of an uncentered data matrix is developed. Based on this…
stat.ML2015
Relations Between Adjacency and Modularity Graph Partitioning
Hansi Jiang, Carl Meyer
This paper develops the exact linear relationship between the leading eigenvector of the unnormalized modularity matrix and the eigenvectors of the adjacency matrix. We propose a m…