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The repeated activation of these robust patterns led us to hypothesize that such patterns may be good candidates for subsequent reproduction during sleep".
And as our data sets become ever bigger, the analytical algorithms will become ever more sophisticated in revealing robust patterns.
Using XGBoost, we expected to identify robust patterns of language representation which are able to distinguish patients and healthy people.
Data on sexual crimes are tricky to obtain and parse: It's extremely difficult to collect sufficient data about sexual offenders and their families to detect statistically robust patterns.
Importantly, decoding requires inclusion of temporal information to capture the rapid shifts of robust patterns associated with articulator muscle group contraction during production of a phoneme.
If robust patterns are identified, they can be applied to non-native species to determine the likelihood that they will become established, spread, and/or become invasive (see [2, 76, 77] for reviews).
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Here we provide an overview of patterning studies, pattern generating GRNs, concepts of information coding design for robust patterning, and patterning in growing tissues.
This indicates an existence of optimality in material properties of tissues for the robust patterning of epididymal tubule.
But many of my academic colleagues and I have observed a very robust pattern in executive compensation over the years that we like to call "pay for pulse".
The grid spacing was explicitly defined to be smaller than the minimum size of resolved anomalies so that every robust pattern in the resulting model included several nodes.
This mechanism emphasizes a role of timing control in achieving robust pattern scaling and provides a new perspective in examining the phenomenon in natural systems.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com