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To remove the bias caused by initial random selection of cluster centroids, we initialized the centroids of clusters using the means of points in the positive and negative classes.
We initialized qi = 0 and fixed the learning rate to 0.1.
For the gating network, we initialized network weights with pre-trained models from ImageNet.
Next, we initialized the comparison between the different localized feature extraction methods for the three adopted iris datasets.
Based on the structural similarity between our previous chemistry work on 8-aminoimidazo[1,2-a]pyrazines and the PDE10A inhibitors reported by Bartolome-Nebreda et al., we initialized a project for developing PDE10A inhibitors.
To further elaborate the structure activity relationship of selective JMJD3 inhibitors and to explore the novel chelating groups for Fe(II) ion, we initialized a medicinal chemistry modification based on the GSK-J1 structure.
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We initialize these randomly to one of K (≈ log(n)) initial clusters.
Here, we initialize α = 0.5.
We initialize x ^ as the best MSE solution.
We initialize the SINR thresholds to the values in Table 2 (for an AWGN channel).
That is, we initialize h with the minimum sampling interval (frac {1}{f_{text {max}}}).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com