Data Augmentation for Time Series Classification with Deep Learning Models

Gautier Pialla, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Germain Forestier. Data Augmentation for Time Series Classification with Deep Learning Models. In Thomas Guyet, Georgiana Ifrim, Simon Malinowski, Anthony J. Bagnall, Patrick Schäfer 0001, Vincent Lemaire 0001, editors, Advanced Analytics and Learning on Temporal Data - 7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19-23, 2022, Revised Selected Papers. Volume 13812 of Lecture Notes in Computer Science, pages 117-132, Springer, 2022. [doi]

Abstract

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