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However, traditional anomaly detection techniques based on complete data are confronted with many difficulties for big data.
Rather than specifying, at the outset, a confined set of distributions from which a statistical analysis is supposed to choose on the basis of the data, the idea is that the data are confronted with a potentially infinite-dimensional space of possible distributions.
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These experimental data were confronted with digital simulations.
The scarce ground data were confronted with the images.
However, the currently available global topographic data is confronted with limitations for application in 2-D hydraulic modeling, mainly due to the existence of vegetation bias, random errors and insufficient spatial resolution.
The analysis of experimental data is confronted with two major problems, the setting up of thermodynamic equilibrium in a time-dependent fragmentation process and the finite size of nuclei.
Many passive testing techniques consider only the control part of the system and neglect data, or are confronted with an overwhelming amount of data values to process.
We need scientists researching the difficult, consequential questions, and we all need to be equipped with scientific skills to navigate the flood of data we are confronted with.
As researchers delve into this enormous quantity of data, they are confronted with the limits of human cognitive ability.
In this paper, we aim to describe how the data have evolved, with a particular focus on DNA and RNA data and how biologists are confronted with an abundance of methods, "in-house" software, or community-developed tools, and with a variety of formats of data and databases.
Until legal changes become effective, interviewees suggested that systematic reviewers who are unable to obtain unpublished data [ 96] and are confronted with publication bias could use systematic reviews and press releases to draw public attention to those who do not publish trial results.
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CEO of Professional Science Editing for Scientists @ prosciediting.com