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Particular care is devoted to the data processing by using ad-hoc methodology to take these errors into account, with the purpose of ensuring a high reliability.
Important aspects of the data processing by selecting only the bioactivity type of interest, dealing with duplicates, removing missing data and salt groups, descriptors calculation, and data normalization are handled in a very flexible and consistent manner.
However, since the twinning was not perfect, it did not affect the data processing by mimicking a higher space group.
It should be noted that the methodology of using the region in the X-ray spectrum resulting from scattering implies that only the spectrum's shape is needed for the data processing by PCA.
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Section "Experimental results" assesses the performance of the data processing strategy by some experiments.
One-minute values are derived at the data processing stage by applying a 61-point cosine filter.
The data processing performed by the fusion center (cf. Fig. 2) was simulated to evaluate the proposed algorithms using the simulated agent measurements.
"These data are going to be annotated… it means that you add additional information that is out there in public databases, or as well in the databases of the users of Sophia DDM, and then the data are being ranked according to pathogenicity predictions," he continues, noting that the data processing undertaken by its AI takes two hours.
The extra energy required to do the data processing is outweighed by the energy saved by switching off the radio.
[ 41] Firstly, much of the data processing infrastructure required by the system needs to be shared by many participants.
The data processing was undertaken by J.D.K. and E.V.J. with input from V.S.L. and D.E.H. Analysis and interpretation was conducted by all authors.
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