Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization

Yichang Wang, Rémi Emonet, Elisa Fromont +4

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 thi…