Dominant Shuffle: A Simple Yet Powerful Data Augmentation for Time-series Prediction

Kai Zhao, Zuojie He, Alex Hung +1

Recent studies have suggested frequency-domain Data augmentation (DA) is effec tive for time series prediction. Existing frequency-domain augmentations disturb the original data wi…