Sentence examples for applied to reduce the dimension of from inspiring English sources

Finally, whitening is applied to reduce the dimension of acoustic feature vectors to k a elements.

PCA is applied to reduce the dimension from 128 to 32.

And then, a principal component analysis (PCA [ 20]) is applied to reduce the dimension.

Principal component analysis (PCA) is first applied to reduce the feature dimension, and in this paper, we made PCA retain 99% of the variance.

LDA was applied to reduce the feature dimension to 40, and next, MLLT was also applied.

These conservative non-parametric methods were applied to reduce the possibility of type I error, as all dimensions were skewed or kurtotic, or both.

The centre manifold theory is applied to reduce the original system of nine-dimensional first order ordinary differential equations to a governing system in two dimensions near the bifurcation point.

To overcome this problem, dimension reduction methods are applied to reduce the dimensionality from p to q with q ≪ p. Dimension reduction usually consists of two types of methods, feature selection and feature extraction [ 4].

This paper applies principal component analysis to reduce the dimension of time space-dependent outime space-dependentt retaining the essential infoutputon, prior to devariablesmeta-models.

Finally, it would be interesting to apply a feature selection strategy to reduce the dimension of the proposed feature set and to study which subset of features is the most discriminative in characterizing the writers.

Additionally, an efficient bilinear root pooling is proposed and applied to the low-dimensional pooling layer to reduce the dimension of image features to compact but high discriminative image descriptors.