Sentence examples for applies principal from inspiring English sources

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.

Eigenfaces [3] applies principal component analysis (PCA) to transform facial data to the linear subspace spanned by coordinates that maximize the total scatter across all classes.

To properly interpret the ln(Fe/Ca) ratio at our study location, we applied principal components analysis120.

Applying principal component analysis reduces the data complexity while preserving sufficient data variance.

Applying Principal Component Analysis to the data yields a high correlation for all substances tested.

Our proposed method applied principal component analysis (PCA) to reduce the redundancy in network topological parameters.

The obtained NIR spectra were analyzed by applying principal component analysis (PCA) before calibration model development.

Spatial and temporal ionosphere variability is investigated from Global IGS VTEC maps applying Principal Component Analysis (PCA).

To reverse this shortcoming, it is common to apply Principal Component Analysis (PCA), which provides uncorrelated objective functions.

Applying principal component analysis (PCA) decreased the dimensions of the network's inputs and led to simpler architecture.

An orthogonal family of local appearance descriptors is obtained by applying principal components analysis to small image windows.