2 papers
cs.LG2025
Shape-Informed Clustering of Multi-Dimensional Functional Data via Deep Functional Autoencoders
Samuel Singh, Shirley Coyle, Mimi Zhang
We introduce FAEclust, a novel functional autoencoder framework for cluster analysis of multi-dimensional functional data, data that are random realizations of vector-valued random…
stat.AP2025
Ireland Topsoil Contamination Analysis: A Clustering Approach
Mimi Zhang
This study investigates topsoil contamination in Ireland using geochemical data from the Tellus Programme, analyzing 4,278 soil samples across 17,983 square kilometer. The research…