Sentence examples for exemplar of data from inspiring English sources

Basically, the proposed algorithm takes an input function of similarities, s i, j), which reflects how well suited data point j is to be the exemplar of data point i.

Additionally, a worked example is provided as a ready-to-use exemplar of data and an appropriate workflow, making the procedure trivially reproducible computationally (with Docker) and functionally (with Galaxy).

Here we have utilized a combination of semantic standards and frameworks to demonstrate, with several unit-conversion exemplar cases, that these types of data integration problems can, and should, be dealt with by the machines themselves.

The UK, with its connectivity and rich longitudinal patient records, accumulated research and informatics experience and National Health Service, provides an exemplar of how real world data address a wide range of challenges across drug development.

Upon convergence, AP clustering selects a subset of data points as exemplar and assigns every nonexemplar point to exactly one exemplar.

It was originally proposed to find a set of representative data points (or exemplars) to partition a set of data points into subsets of data points.

Instead, we have chosen exemplar methods that use different kinds of data.

"Maintaining public trust over the safe and secure use of their data is paramount to the successful widespread deployment of AI and there is no better exemplar of this than personal health data," the committee warns.

Affinity propagation is a clustering method that does not use pre-selected centers for clustering, instead it generates exemplars that best represent a group of data points, in this case genes, by considering all similarities between pairs of data points and testing all data points as potential exemplars.

The language used ultimately to describe interactions is also defined at this stage by the expert's hand-labelled descriptions of the exemplar data.

Eight of the nine subjects exhibited multifidus activity after both stimuli, as demonstrated by the exemplar data of two subjects in Figure 3.