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InceptionTime: Finding AlexNet for time series classification.

DATA MINING AND KNOWLEDGE DISCOVERY, no. 6 (2020): 1936.0-1962.0

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Abstract

This paper brings deep learning at the forefront of research into time series classification (TSC). TSC is the area of machine learning tasked with the categorization (or labelling) of time series. The last fewdecades ofwork in this area have led to significant progress in the accuracy of classifiers, with the state of the art now represe...More

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Author
Benjamin Lucas
Benjamin Lucas
Charlotte Pelletier
Charlotte Pelletier
Daniel F. Schmidt
Daniel F. Schmidt
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