Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization

no code implementations • 3 Jun 2019 • Yichang Wang, Rémi Emonet, Elisa Fromont, Simon Malinowski, Etienne Menager, Loïc Mosser, Romain Tavenard

Times series classification can be successfully tackled by jointly learning a shapelet-based representation of the series in the dataset and classifying the series according to this representation.

Classification General Classification +3