Learning interpretable shapelets for time series classification through adversarial regularization

Y Wang, R Emonet, E Fromont, S Malinowski… - arXiv preprint arXiv …, 2019 - arxiv.org
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 …

[PDF][PDF] Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization

Y Wang, R Emonet, E Fromont… - arXiv preprint arXiv …, 2019 - researchgate.net
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 …

Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization

Y Wang, R Emonet, E Fromont, S Malinowski… - arXiv e …, 2019 - ui.adsabs.harvard.edu
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 …