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However, for all these methods, each single document is represented as an instance (by using bag-of-word features), without considering context information in paragraphs and sentences.
As an instance, by implementing the proposed noise and spike reduction algorithm to a measurement signal with the quality value about 0.90, the relative navigation error-rate is enhanced from 0.75 s−1 to 0.1 s−1 for linear positions and 1 s−1 to 0.12 s−1 for angular attitudes.
For each of these communautés rurales, we derive an instance by using the largest village as depot, two vehicles and road network information as cost matrix.
For an instance, by considering the presence of active enzyme as 0 and loss of activity as 1 (thus, dark logic), addition of plant peroxidase inhibitors such as salicylhydroxamic acid or binding of carbon monooxide to heme pockets of the enzymes results in the loss of catalytic activity.
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Using random spin glass instances as a benchmark, we find no evidence of quantum speedup when the entire data set is considered, and obtain inconclusive results when comparing subsets of instances on an instance-by-instance basis.
This may be achieved by treating the distance matrix as an instance-by-feature matrix, i.e. using the instances as defining feature-space, after which BU is applied (Fig 2C).
IT looked like an instance of fashion by fiat.
'(What is) singular is (what is) universal'singularearestst universale') is an instance of predication by essence.
The bill was seen by many as an instance of class elitism by the Whigs.
We prove that an instance generated by NK n,2,z) with z<z0 is soluble with positive probability by providing a polynomial time algorithm.
Using branching process arguments, we prove again that an instance generated by NK n,2,z) with z>z0 is asymptotically insoluble.
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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