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Time-series smoothing must be done to retrieve the essential shape of a curve.
When performing time-series smoothing, researchers are also reminded that maintenance of the original characteristics of the time-series profile is critical [25].
Alignment is performed first on fMRI time-series data smoothed to 6 mm spatial resolution, followed by alignment on data smoothed to 4-mm resolution.
To account for this sparsity and obtain a continuous time-series, we smoothed each time-series B using Locally Weighted Scatterplot Smoothing (LOWESS) interpolation [11], obtaining (B'_{d,b}).
Time-series samples were taken between 0 and 30 min at regular intervals.
Fig. 2 Smoothing time-series data by S-G method.
Fig. 5 Smoothing time-series data by HANTS method.
The temporal patterns were estimated by smoothing time-series data across monitoring sites.
Phase time-series were binned into phase intervals and the mean wavelet amplitude was calculated for each of them59.
Fig. 6 Time-series plot of two-pulse intervals detected by LIDAR on December 19 , 2015
The smoothed time-series is denoted as.
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