Sentence examples for extract the principal from inspiring English sources

Time-series global factor analysis is employed to extract the principal factors of the index of 2000 and 2008.

To model the variation of the identified parameters, a singular value decomposition technique is applied to extract the principal components of the parameter change.

A by-product of the clustering procedure is the possibility to define and extract the principal activations of a muscle during gait.

It also presents neural network architectures that extract the principal components in a self-organized manner and discusses the PCA-type neural networks by examining their use for solving medical image coding.

Therefore, an SVD-based pyramid is utilised to extract the principal components of the image.

Standardize the data and then adopt the PLS to extract the principal components.

In detail, we compute the LDTP feature, at each pixel, by extracting the principal directions of the local neighborhood, and coding the intensity differences on these directions.

A finite element model for a three-slab track system is established for extracting the principal vibration modes and transient analysis under time-dependent loads.

We extracted the principal components (PCs) of the z-scored average responses evoked by the different stimulation patterns and we computed for each individual response the score relative to each PC, that is, the scalar product between the response temporal vector and the PC temporal vector.

After extracting the principal components, a simple linear regression was applied to check the relationship between resilience and vulnerability as used in a similar study (Madhuri et al., 2014).

We accordingly extracted the principal components as summary measures of intelligence for correlation against expression levels.