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A portrait that declines to name its subject becomes complicit, if inadvertently, in the cult of celebrity that has fuelled an insatiable appetite for the opposite sort of photograph: to grant only the famous their names demotes the rest to representative instances of their occupations, their ethnicities, their plights.
We consider three different benchmarks, totalizing 162 representative instances.
Clustering-based approaches take advantage of the structure of the data to select representative instances.
We test three sets of benchmarks consisting of 21 representative instances from the current literature.
After modeling the pending problem, the model is validated by five representative instances based on practical data.
its ability in finding representative instances of the classes to learn regardless of their distribution in the working set.
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Each cluster structure contains the representative instance and only the identifiers of the instances that are members of the cluster with their similarity scores.
Figure 8 shows one of the instances for an empirical distribution of distance measurement or RSSI error, (a) CASE-I and (b) CASE-II. Figure 8 A representative instance for an empirical distribution of the DME or RSSI error for network size = 200 nodes.
A representative instance of the latter is Angelman syndrome (AS), a severe neurodevelopmental disorder, with clinical features of mental retardation, developmental delay, ataxia and epilepsy.
In the Transitive heuristic, the representatives are instances that are selected randomly from the data set, while in the PMR-Transitive heuristic they are fictive and computed based on the profile of the cluster's members.
Then, the motif compasses its own representatives, the instances of the motif.
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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