Our results are based on two cycles of data collection from 18 cities and 1 cycle of data collection from seven cities, five from NHBS-IDU1 and two from NHBS-IDU2 (Fig. 1).
Exploratory data analysis (EDA) is a fundamental step in the data analysis cycle (the cycle consists of data acquisition, data preprocessing, exploratory data analysis, and classification).
Although each individual acquisition of the PC cine technique is acquired over a single cardiac cycle, lines of data from multiple cardiac cycles, often as many as 128 data samplings, are required to construct one image.
In this work, cycle-by-cycle data of a small crack propagating in a beta metastable titanium alloy is available via phase and diffraction contrast tomography.
You gather a baseline of personal data and then run cycles of data collection and analysis.
To demonstrate the speed of execution of the SST, the conventional ST takes around 0.0580 s for processing 10 cycles of data (64 samples per cycle), whereas the SST algorithm with harmonic scaling consumes significantly less time of 0.005 s.
We further show that the uncertainty remaining in the parameter values is reduced by the analysis of increasing numbers of circadian cycles of data, up to 4 cycles, but is unaffected by sampling the data more frequently.
Because of the small number of observations at later cycles, data from cycles 22 to 30 were collapsed and represented as 1 (mean) value per patient, which is consistent with the analytical approach used for previous analyses of HRQoL data from this trial.
In order to avoid a large computational overhead by processing large number of data samples, only one cycle or half cycle data (half of data from either side of the CDP) are passed through the proposed TFR technique, which significantly reduces its computational burden.
In the broadcast method, the broadcast should decision the index and context of data item for broadcast cycle before the cycle of broadcast initial (Figure 16).
