Sentence examples for from the data viewpoint from inspiring English sources

From the data viewpoint, we coarsely divided the available samples in two broad classes (healthy and diseased) but it would be more accurate to separately consider the three AD stages (incipient, moderate, severe) versus controls.

Purely from the data viewpoint, the main challenges in automated signal detection include a priori unknown shapes of signal peaks and reliable separation of the true signal from noise.

Looking at technology from a big data viewpoint, the fashion industry is going to get a lot more transparent.

After repeatedly read the transcripts, code frame was progressively established based on recurring viewpoints emerging from the data and the interview guideline.

By approaching this problem from the viewpoint of data mining rather than time series analysis we can provide an easily interpretable audit trail with minimal effort.

We selected 44 stations from the viewpoint of data quality (Fig. 2) and used a sampling interval of 0.8 s to convert the teleseismic body waves into ground velocities for a waveform inversion.

Although the health authorities in Taiwan release statistical reports periodically, the official statistics offer only aggregate data from the administrative viewpoint and lack a person-based approach.

Sheehan said there will likely never be one true data model and that is compounded by the prevalence of SDKs and API client libraries that represent data from the provider's viewpoint instead of the app's viewpoint.

This study addresses the strategic governance challenges of modern smart cities from the new viewpoint of big data management.

For this reason we did not try to analyse the data from a statistical viewpoint, but the results are summarised according to the type of MEs.

YA drafted the manuscript, RS conducted the neurological expertize, KN and AN participated in its design, conception, and acquisition of data, and SO and KT participated in interpretation of data from the viewpoint of spine surgeons.