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21/01/2020

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Data Acquisition, Registration and Modelling for Multi-dimensional Functional Data

Abstract

The clustering and classification for functional data with misaligned problems has drawn much attention in the last decade. Most methods do the clustering/classification after those functional data being registered and there has been little research using both functional and scalar variables. In this talk, I will first review some commonly used tools for data registration, followed by discussing a new approach allowing simultaneous registration and clustering/classification and also allowing both types of variables. Numerical results based on both simulated data and real data will be presented.

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