Hermitian normalized Laplacian matrix for directed networks.
Guihai YuMatthias DehmerFrank Emmert-StreibHerbert JodlbauerPublished in: Inf. Sci. (2019)
Keyphrases
- directed networks
- laplacian matrix
- spectral clustering
- spectral methods
- low dimensional
- covariance matrix
- graph laplacian
- pseudo inverse
- communication delays
- adjacency matrix
- maximum flow
- graph kernels
- pairwise
- alpha matte
- similarity measure
- spectral analysis
- random walk
- control theory
- user input
- euclidean space
- heat kernel
- euclidean distance
- principal component analysis