Toroidal PCA via density ridges

Eduardo García-Portugués, Arturo Prieto-Tirado

Principal Component Analysis (PCA) is a well-known linear dimension-reduction technique designed for Euclidean data. In a wide spectrum of applied fields, however, it is common to…