Harnessing the power of Topological Data Analysis to detect change points in time series

Umar Islambekov, Monisha Yuvaraj, Yulia R. Gel

We introduce a novel geometry-oriented methodology, based on the emerging tools of topological data analysis, into the change point detection framework. The key rationale is that c…