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08/02/2023
Automatic Feature Engineering for Time Series Classification: Evaluation and Discussion
Time Series Classification (TSC) has received much attention in the past...
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03/15/2021
Interpretable Feature Construction for Time Series Extrinsic Regression
Supervised learning of time series data has been extensively studied for...
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12/16/2020
Predictive K-means with local models
Supervised classification can be effective for prediction but sometimes ...
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03/08/2019
Should we Reload Time Series Classification Performance Evaluation ? (a position paper)
Since the introduction and the public availability of the ucr time serie...
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05/06/2015
Cats & Co: Categorical Time Series Coclustering
We suggest a novel method of clustering and exploratory analysis of temp...
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03/20/2015