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SummerTime: Variable-length Time Series Summarization with Application to Physical Activity Analysis.

, , , , и . ACM Trans. Comput. Heal., 3 (4): 47:1-47:15 (2022)

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Pierre-François Scotto

Martina Christine Scotti

Peter Scott

Felix Markus Hubertus Scotti

James Wesley Scott

 

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SummerTime: Variable-length Time Series Summarization with Application to Physical Activity Analysis., , , , и . ACM Trans. Comput. Heal., 3 (4): 47:1-47:15 (2022)A Multi-view Feature Construction and Multi-Encoder-Decoder Transformer Architecture for Time Series Classification., , , , и . PAKDD (6), том 14650 из Lecture Notes in Computer Science, стр. 239-250. Springer, (2024)Activity recognition and intensity estimation in youth from accelerometer data aided by machine learning., , , , и . Appl. Intell., 45 (2): 512-529 (2016)Mitigating Class Boundary Label Uncertainty to Reduce Both Model Bias and Variance., , , и . CoRR, (2020)Matrix Profile XIII: Time Series Snippets: A New Primitive for Time Series Data Mining., , , , и . ICBK, стр. 382-389. IEEE Computer Society, (2018)SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis., , , , и . CoRR, (2020)Mitigating Class-Boundary Label Uncertainty to Reduce Both Model Bias and Variance., , , , и . ACM Trans. Knowl. Discov. Data, 15 (2): 27:1-27:18 (2021)Correction to: Domain agnostic online semantic segmentation for multi-dimensional time series., , , , , , , , и . Data Min. Knowl. Discov., 33 (6): 1981-1982 (2019)Introducing time series snippets: a new primitive for summarizing long time series., , , , и . Data Min. Knowl. Discov., 34 (6): 1713-1743 (2020)Maximizing Fairness in Deep Neural Networks via Mode Connectivity., , , , и . IEEE Intell. Syst., 37 (3): 36-44 (2022)