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To this end, the underlying data set is covered with a hierarchical tetrahedral grid.
The central limit theorem tells us that a large set of random observations allows us to draw high-confidence conclusions about the underlying data set.
However, data analysts usually expect to have access to the underlying data set, rather than be given noise-added answers to specific interactive queries.
In some studies [19, 20, 21, 22, 23] unwanted holidays are removed (or excluded) from the underlying data set, or they are treated as missing data.
The underlying data set is provided in the textbook of Bolancè et al. (2012), chapter 7. It contains 700 loss data from 2011 to 2014 which were multiplied by 1000 for technical reasons.
In an interactive exploration environment where multiple queries are generated within and across user sessions, it is very likely that after a while the size of the cache (i.e. ({mathbb {S}}_H)) will grow to match the size of underlying data set.
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Discussing the future of children's speech recognition tech, Scanlon tells me she can see a situation where devices will recognise if it is a child or adult speaking and switch underlying data sets and models accordingly.
We can also seamlessly integrate movies into the text, and link underlying data sets to their graphical summary representation.
The tasks of curators would not be quite so daunting were it possible to connect easily from articles to their underlying data-sets.
Potential avenues for communication in this domain include highlighting the provenance of underlying data-sets, as explored by Idris, Jackson, and Abrahart (2011), and explicitly reporting uncertainty in automatic positioning and routing systems.
The method assumes k latent groups or latent classes underlying the data set and that each case belongs to only one group.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com