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The visual validation approach can be re-iterated to take possible insights from the visualization steps into account for model re-building.
One frame is shown per year and the visualization steps between them at four years per second.
I think of these small visualization steps as 'sketch points.' I don't have to put too much thought into their aesthetics, as they aren't built for public consumption.
The data processing and visualization steps of this study were adjusted to highlight specific aspects in relation to the three guiding empirical questions.
We tackled this research question by creating a KNIME [1] workflow for conveniently combining data from the Open PHACTS Discovery Platform [2] and other data sources, including pre-processing, filtering, annotation (e.g. creating a binary representation of the bioactivities), and visualization steps.
The first is the storage of input contig sequences in FASTA format and the resulting annotation data in a central, customized database, where the data manipulation and visualization steps are performed through easy-to-use graphical user interfaces (GUIs).
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Visualizing read density also requires a BigWig file, although this visualization step is optional.
The implementation of the computation, analysis, and visualization step is a combination of interactive computing (Goldin et al. 2010), knowledge discovery (Fayyad and Stolorz 1997), information visualization (Card et al. 1999), and visual analytics (Wright 1997; Heer and Shneiderman 2012).
The first criterion we administered was to select students who visited the visualization step more than once and also stated that the visualization was helpful (VB) or could be helpful (VA).
Such estimates will be used for predicting the relative ratios of the RT-PCR products in the subsequent visualization step.
Therefore, not only the differential affinity of the silver ion to some tissue elements (step 1) but also its chemical transformation for visualization (step 2) is essential.
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