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cs.LG2025
Deep Time Warping for Multiple Time Series Alignment
Alireza Nourbakhsh, Hoda Mohammadzade
Time Series Alignment is a critical task in signal processing with numerous real-world applications. In practice, signals often exhibit temporal shifts and scaling, making classifi…
cs.LG2021
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…