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Data needed to construct the concentration maps shown in this work were acquired within 1 min, and data processing can be performed within several minutes.
Furthermore, the data processing can be performed automatically, meaning that there is effectively no limit on the volume of data that can be processed.
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After the data are read into the BioC data classes, any needed processing can be performed.
Such processing can be performed inside vacuum chambers during the post-processing stage.
Parallel data processing can be handled by GPU clusters [ 9].
Supported quality data processing defines processing, which can be performed with a specific data processing tool.
Standard processing of exon array data can be performed in APT with basic command line knowledge but there is also scope for more advanced users to adjust various parameters as well.
However, analytical processing of large amounts of sensor data can be performed in modern GPU graphics cards.
Figure 1 summarizes the four stages of data processing and associates visualizations and data mining methods that can be performed in MeltDB 2.0 to each stage.
Methods of natural language processing can be used to perform data mining and facilitate interpretation.
The data processing and analysis were performed using Origin (OriginLab, Northampton, USA) data processing software.
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