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stat.ME2022
Classification ensembles for multivariate functional data with application to mouse movements in web surveys
Amanda Fernández-Fontelo, Felix Henninger, Pascal J. Kieslich +2
We propose new ensemble models for multivariate functional data classification as combinations of semi-metric-based weak learners. Our models extend current semi-metric-type method…
stat.ME2022
Elastic Full Procrustes Analysis of Plane Curves via Hermitian Covariance Smoothing
Almond Stöcker, Manuel Pfeuffer, Lisa Steyer +1
Determining the mean shape of a collection of curves is not a trivial task, in particular when curves are only irregularly/sparsely sampled at discrete points. We newly propose an…