Time series classification with random convolution kernels: pooling operators and input representations matter
arXiv:2409.01115v5 Announce Type: replace
Abstract: This article presents a new approach based on MiniRocket, called SelF-Rocket, for fast time series classification (TSC). Unlike existing approaches based on random convolution kernels, it dynamically…