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This contributes greatly to more efficient data exploration and analysis with the PDDB.
Although most network visualization tools are standalone applications, they guarantee efficient data exploration and the manipulation of visualization with mouse-hovering supporting actions.
Important features of modern visualization tools include: interactivity; interoperability; efficient data exploration; quick visual data querying; smart visual adjustment for different devices with different dimensions and resolutions; fast panning; fast zooming in or out; multilayered visualization; visual comparison of data; and smart visual data filtering.
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The ever-growing datasets in observational astronomy have challenged scientists in many aspects, including an efficient and interactive data exploration and visualization.
Hence, motivated by the need to efficiently provide users with effective insights during data exploration we propose an efficient scheme for sequential diversification in data exploration platforms.
Considering the needs of working professionally in the field of HCS data analysis, 1C1V is an effective and efficient method for interactive image data exploration, detection of systematic errors, and quality control.
In this section, we present our AdOr scheme for the efficient diversification of query results in data exploration platforms.
In particular, caching has been used for efficient computation of representative data in interactive data exploration.
Knowledge Discovery Process: Data pre-processing for data mining, including data cleaning, selection, efficient sampling, and data reduction methods; evaluating, consolidating, and explaining discovered knowledge; data and knowledge visualization; interactive data exploration and discovery.
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Data exploration is largely manual and labor intensive.
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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