Finding the Resistance Distance and Eigenvector Centrality from the Network's Eigenvalues.
Caracé GutiérrezJuan GancioCecilia CabezaNicolás RubidoPublished in: CoRR (2020)
Keyphrases
- network structure
- covariance matrix
- complex networks
- social network analysis
- social networks
- singular value decomposition
- principal component analysis
- distance measure
- centrality measures
- path length
- community structure
- wireless sensor networks
- network traffic
- computer networks
- network model
- similarity measure
- least squares
- quality of service
- eigendecomposition
- network resources
- linear combination
- hamming distance
- network architecture
- network analysis
- link prediction
- graph matching
- distance function
- data sets
- clustering algorithm
- feature space