Longitudinal Support Vector Machines for High Dimensional Time Series

Kristiaan Pelckmans, Hong-Li Zeng

We consider the problem of learning a classifier from observed functional data. Here, each data-point takes the form of a single time-series and contains numerous features. Assumin…