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04/25/2023
Bake off redux: a review and experimental evaluation of recent time series classification algorithms
In 2017, a research paper compared 18 Time Series Classification (TSC) a...
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01/24/2023
WEASEL 2.0 – A Random Dilated Dictionary Transform for Fast, Accurate and Memory Constrained Time Series Classification
A time series is a sequence of sequentially ordered real values in time....
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07/28/2022
ClaSP – Parameter-free Time Series Segmentation
The study of natural and human-made processes often results in long sequ...
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06/08/2022
Motiflets – Fast and Accurate Detection of Motifs in Time Series
A motif intuitively is a short time series that repeats itself approxima...
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07/15/2020
timeXplain – A Framework for Explaining the Predictions of Time Series Classifiers
Modern time series classifiers display impressive predictive capabilitie...
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01/11/2018
Multidimensional Range Queries on Modern Hardware
Range queries over multidimensional data are an important part of databa...
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01/26/2017
