Progress Report on Large-Scale Heterogeneous Functional Data Analysis and Collaboration with the Institute of Earth Sciences

Abstract

This presentation is divided into three ten-minute parts, presented in sequence by Dr. Ming-Chung Chang, Dr. Su-Yun Huang, and Dr. Tso-Jung Yen. In the first part, we will discuss our progress on functional data analysis with heterogeneous functional data. The second part will cover our ongoing work on a fast mean shift algorithm designed for clustering large-scale functional data, with an application to Argo profiles that demonstrates the algorithm’s efficiency in handling the dataset’s scale. Finally, in the third part, we will present updates on collaborative projects with researchers at the Institute of Earth Sciences.

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