Time series cluster kernels to exploit informative missingness and incomplete label information

Karl Øyvind Mikalsen, Cristina Soguero-Ruiz, Filippo Maria Bianchi +2

The time series cluster kernel (TCK) provides a powerful tool for analysing multivariate time series subject to missing data. TCK is designed using an ensemble learning approach in…