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08/02/2023
QUANT: A Minimalist Interval Method for Time Series Classification
We show that it is possible to achieve the same accuracy, on average, as...
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05/19/2023
An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set
The measurement of progress using benchmarks evaluations is ubiquitous i...
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03/25/2022
HYDRA: Competing convolutional kernels for fast and accurate time series classification
We demonstrate a simple connection between dictionary methods for time s...
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01/31/2021
MultiRocket: Effective summary statistics for convolutional outputs in time series classification
Rocket and MiniRocket, while two of the fastest methods for time series ...
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12/16/2020
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
Until recently, the most accurate methods for time series classification...
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10/29/2019