Sparse eigenbasis approximation: multiple feature extraction across spatiotemporal scales with application to coherent set identification

Gary Froyland, Christopher P. Rock, Konstantinos Sakellariou

The output of spectral clustering is a collection of eigenvalues and eigenvectors that encode important connectivity information about a graph or a manifold. This connectivity info…