Time Series Data Augmentation as an Imbalanced Learning Problem

Vitor Cerqueira, Nuno Moniz, Ricardo Inácio +1

Recent state-of-the-art forecasting methods are trained on collections of time series. These methods, often referred to as global models, can capture common patterns in different t…