DTWSSE: Data Augmentation with a Siamese Encoder for Time Series

Xinyu Yang, Xinlan Zhang, Zhenguo Zhang +2

Access to labeled time series data is often limited in the real world, which constrains the performance of deep learning models in the field of time series analysis. Data augmentat…