research
∙
05/09/2022
Enhanced Change-Point Detection in Functional Means
A new dimension reduction methodology for change-point detection in func...
share
research
∙
06/02/2021
Filtrated Common Functional Principal Components for Multivariate Functional data
Local field potentials (LFPs) are signals that measure electrical activi...
research
∙
01/12/2021
Change-point detection using spectral PCA for multivariate time series
We propose a two-stage approach Spec PC-CP to identify change points in ...
research
∙
06/24/2020
Break Point Detection for Functional Covariance
Many experiments record sequential trajectories that oscillate around ze...
research
∙
04/02/2020
Classification of Functional Data by Detecting the Discrepancy of Second Moment Structure of Scaled functions
This article presents a new classification method for functional data. W...
research
∙
10/26/2019
Shape-Preserving Prediction for Stationary Functional Time Series
This article presents a novel method for prediction of stationary functi...
research
∙
06/01/2019