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An Innovative Method of Singular Spectrum Analysis to Conduct Gap-filling and Denoising on Time Series Data

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Heart rate data collected from wearable devices - one type of time series data - could provide insights into activities, stress levels, and health. Yet, consecutive missing segments (i.e., gaps) that commonly occur due to improper device placement or device ma... ...