Ensembles of Randomized Time Series Shapelets Provide Improved Accuracy while Reducing Computational Costs

Atif Raza, Stefan Kramer

Shapelets are discriminative time series subsequences that allow generation of interpretable classification models, which provide faster and generally better classification than th…