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Affinity propagation selects exemplars in each cluster, so the clusters are grouped around exemplars.
The similar distances of the best exemplars in each restoration cycle are recorded: x k (k = 1, 2, …, n).
As we have now explored the emergent structure from tags using a direct acoustic analysis of the best exemplars in each cluster, and probed this semantic space further in a perceptual experiment, the question remains as to whether the two approaches bear any similarities.
In Experiment 2, we tested these alternative explanations by increasing the number of exemplars in each category.
These were supplemented by similar, additional stimuli selected from the Internet to ensure sufficient exemplars in each food and non-food category (see below for details).
The crucial experimental manipulation here was that two sound exemplars in each category could induce similar pictorial representations (different snapshots of a similar environment: "people 1" and "people 2" and "traffic 1" and "traffic 2"), whereas the third could induce a very different image due to a different feature ("playing kids" and "starting airplane").
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In this paper, Multiple Strategies based Orthogonal Design PSO (MSODPSO) is presented, in which the social-only model or the cognition-only model is utilized in each particle׳s velocity update, and an orthogonal design (OD) method is used with a small probability to construct a new exemplar in each iteration.
Instead of these two, the BBC are concentrating on two very different complexes – Broadcasting House in London, and MediaCityUK in Salford, which are each exemplars in their way of the BBC's journey from paternalistic bureaucracy to cowed pseudo-business.
The average number of exemplars in the noise dictionary for each word was 104.
Then we highlight several exemplar works in each component of the framework, including question designing, data mining and quality control.
The F0 track for each tone (averaged over the three exemplars in the stimulus set) is presented in Fig. 2.
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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