ICS for complex data with application to outlier detection for density data

Camille Mondon, Huong Thi Trinh, Anne Ruiz-Gazen +1

Invariant coordinate selection (ICS) is a dimension reduction method, used as a preliminary step for clustering and outlier detection. It has been primarily applied to multivariate…