S-Rocket: Selective Random Convolution Kernels for Time Series Classification

Hojjat Salehinejad, Yang Wang, Yuanhao Yu +2

Random convolution kernel transform (Rocket) is a fast, efficient, and novel approach for time series feature extraction using a large number of independent randomly initialized 1-…