Wave-Mask/Mix: Exploring Wavelet-Based Augmentations for Time Series Forecasting

Dona Arabi, Jafar Bakhshaliyev, Ayse Coskuner +2

Data augmentation is important for improving machine learning model performance when faced with limited real-world data. In time series forecasting (TSF), where accurate prediction…