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The successful imaging of the two biomaterial specimens in simply mounted slides shows that it should be possible to accumulate a library of data of samplings of these material micro-structures and frictional devices and thereby extrapolate to an even further degree to produce those needed shapes that require a sensitive beginning like self-assembly.
Values are presented as the average of three replicates (data of samplings 4&5 are presented here, all remaining data sets are given in the Additional file 1. (The different sampling point days are also specified in the Method section).
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This case study illustrates that the combination of data from the questionnaire together with data of the sampling result in an overview on the performance of the current food safety management system and that major non-compliances and possibilities for improvement in the system can be defined.
Data of each sampling day and gill were then tested against each other.
Estimation and performance of the algorithm is investigated for synthetic data of varying sampling frequencies and noise levels in a simulation study.
To assess this, we compared field data to sampling distributions of various lengths of simulation time series from 10 to 400 years.
Data requirements (number of samples, sampling frequency) for the use of parametric models are discussed.
In contrast, the liquid co-culture data represents a series of samplings of an accumulative exogenous ascaroside profile.
The experimental comparison studies show that the proposed method has higher performance, lower requirements on data (small number of sampling points in learning instance), and more reliable performance (consistent diagnosis accuracy for different fault modes) than existing methods.
To analyse the occupation of rock pools over time, we pooled the presence-absence data of the two yearly samplings.
This is commonplace for sets represented in very high-dimensional spaces and a direct consequence of data under-sampling, as the dimension of the data points (number of recorded neurons) is much higher than the sample training data dimension (trial numbers).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com