SelF-Rocket dynamically selects input representations and pooling operators within random convolution kernel methods for TSC and reports SOTA accuracy on UCR datasets.
In: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, pp
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Time series classification with random convolution kernels: pooling operators and input representations matter
SelF-Rocket dynamically selects input representations and pooling operators within random convolution kernel methods for TSC and reports SOTA accuracy on UCR datasets.