Sentence examples for sampled instance from inspiring English sources

The values of the attributes of the nearest neighbors are compared to the sampled instance and used to update the relevance scores for each attribute.

Alternatively, a sampling-based optimization approach (e.g. Monte Carlo sampling [ 6]), with the obvious caveat of being computationally intensive, probabilistically explores a possible space of enzyme activities, i.e. flux capacity distributions, and solves for an optimal intervention set for each sampled instance of flux capacities.

In the context of WSN for example, the set Ω specifies the collection of sensors that are active at each specific sampling instance.

Nevertheless, we also observe that not all sampling instances are equally difficult to estimate and that the reconstruction error exhibits a periodic trend across sampling instances.

Indeed, it is clear from Figure S7 that the five regions are not homogeneously sampled: For instance, data from South America are relatively sparse (see also Figures S2 S3).

During each sampling instance, red stars indicate sampling sensors while black stars indicate non-sampling sensors.

Table 1 Primary classes, their description, sample instance data sources and the number of sample annotated instances.

For further explanation of the model structure, sample instance level diagrams illustrating some typical situations are also included.

All three chart parameters, i.e., the time until the next sampling instance, the sample size and the control limit are adaptive and depend on these probabilities.

A tap is taken after each element, and, at any sample instance, the value of the sample is multiplied by a filter coefficient.

At each sampling instance, the probabilities that the process operates under the effect of an assignable cause are updated using Bayes' theorem.