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Feb, 2022
使用超维计算中的显式时域编码进行时间序列分类的HDC-MiniROCKET
HDC-MiniROCKET: Explicit Time Encoding in Time Series Classification with Hyperdimensional Computing
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Kenny Schlegel, Peer Neubert, Peter Protzel
TL;DR
本研究介绍了一种基于超高维计算机制的时间序列数据分类方法HDC-MiniROCKET,实验结果在UCR时间序列分类基准数据集上取得了比MiniROCKET更好的分类效果。
Abstract
Classification of
time series data
is an important task for many application domains. One of the best existing methods for this task, in terms of accuracy and computation time, is
minirocket
. In this work, we ext
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