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This would allow researchers to explore the dataset and visually formulate hypotheses from the visualization environment with simple interactions, with the computer translating the qualitative hypotheses into statistical tests that are performed automatically for verification.
The visual validation approach can be re-iterated to take possible insights from the visualization steps into account for model re-building.
The ability to launch statistical analyses directly from the visualization environment opens the door to making discoveries that are inspired by visual cues, rather than preconceived hypotheses that are dependent on existing knowledge.
The experimental results observed from the visualization cell are used to support the theoretically derived concept.
In the figures, the defect-free atoms in the workpiece are removed from the visualization.
The amplitude of the shock wave motion was measured from the visualization pictures, too.
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Notably, IBS was implemented with a configurable database visualization interface, which allows users to directly retrieve and specify annotations from UniProt database for the visualization.
For example, perhaps one trainee benefits most from the verbal reasoning of AutoTutor but another trainee benefits most from the visualizations of Dragoon.
Also from the visualizations, the analyst should be able to open, allocate, and read the piece of the raw data of an interesting point.
From the visualizations of internal flows in the earlier design, a small expansion chamber can hardly generate small bubbles, which is difficult to produce fine sprays.
As can be seen by these examples, conclusions about the user behaviour and its influence on the mapping process can be drawn from the visualizations discussed in the previous and in this section.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com