Arwa Alanqary

Change Point Detection via Multivariate Singular Spectrum Analysis

The objective of change point detection (CPD) is to detect significant and abrupt changes in the dynamics of the underlying system of interest through multivariate time series observations. In this work, we develop and analyze an algorithm for CPD that is inspired by a variant of the classical singu…