Classification of High-dimensional Time Series in Spectral Domain using Explainable Features

Sarbojit Roy, Malik Shahid Sultan, Hernando Ombao

Interpretable classification of time series presents significant challenges in high dimensions. Traditional feature selection methods in the frequency domain often assume sparsity…