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Thus, to reach a maximum strain of 0.5 the specimen length must be reduced in dimensions from 4.0 to 6.0 mm.
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The resulting appended feature vector is then reduced in dimension to match the original dimensionality by applying heteroscedastic linear discriminant analysis (HLDA) [32].
Typically, an nxn instance would be reduced in dimension by the application of a convolutional layer when output to the subsequent layer.
In the first stage, codebook-based local appearance features are regularized and reduced in dimension using latent topic models, combined with spatial pyramid matching based spatial layout features, and fed into logistic regression classifiers to produce an initial patch level labeling.
Intermediate steps are interpolated from the starting images, whereby the share of one image reduces in dimensions while the dimensions of the other image increase [8].
Increase in strength of the interatomic bonds while reducing in dimension of the crystal is a specific feature of nanosized defect-free crystals.
Based on competitive learning in the self-organizing map (SOM), the similarities of the inputs from the Kansei perspective concerning NBA point guards and sneakers can be reduced in their dimensions and grouped into six clusters.
BCEA was reduced in its dimensions and improved in all patients demonstrating a better fixation.
HRQoL was significantly reduced in all dimensions in comparison with age- and gender-adjusted healthy controls.
MP-1 bivariate contour ellipse area (BCEA) was reduced in its dimensions and improved in all patients demonstrating a better fixation.
In the Euclidean distance data, the stress values of 1D and 2D embeddings were rather high but were reduced in three dimensions or above in both cases (table 2A).
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