Data Augmentation techniques in time series domain: a survey and taxonomy - Iglesias, Guillermo; Talavera, Edgar; González-Prieto, Ángel; Mozo, Alberto; Gómez-Canaval, Sandra (Neural computing & applications, 2023)
Keywords: Algorithms; Artificial Intelligence; Artificial neural networks; Computational Biology/Bioinformatics; Computational Science and Engineering; Computer Science; Data augmentation; Data Mining and Knowledge Discovery; Image Processing and Computer Vision; Machine learning; Performance evaluation; Permutations; Probability and Statistics in Computer Science; Review; State-of-the-art reviews; Synthetic data; Taxonomy; Time series; Deep learning; Data augmentation; Generative models; Time series