DTW-Merge: A Novel Data Augmentation Technique for Time Series Classification

Mohammad Akyash, Hoda Mohammadzade, Hamid Behroozi

In recent years, neural networks achieved much success in various applications. The main challenge in training deep neural networks is the lack of sufficient data to improve the mo…