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

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

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