PERCEPT: A New Online Change-Point Detection Method using Topological Data Analysis

Xiaojun Zheng, Simon Mak, Liyan Xie, Yao Xie

Abstract: Topological data analysis (TDA) provides a set of data analysis tools for extracting embedded topological structures from complex high-dimensional datasets. In recent years, TDA has been a rapidly ...