Random Dilated Shapelet Transform: A New Approach for Time Series Shapelets

Antoine Guillaume, Christel Vrain, Elloumi Wael

Shapelet-based algorithms are widely used for time series classification because of their ease of interpretation, but they are currently outperformed by recent state-of-the-art app…