Functional Subspace Clustering with Application to Time Series

Mohammad Taha Bahadori, David C. Kale, Yingying Fan, Yan Liu

Abstract: Functional data, where samples are random functions, are increasingly common and important in a variety of applications, such as health care and traffic analysis. They are naturally high dimensiona...