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Our analysis shows that either a reduced set of features derived from WTA (suggested by an ANOVA analysis), or a low dimensional sub-space (with two dimensions, obtained using PCA or PLS-DA), enable an adequate separation of the several paper formation quality grades, meaning that we can indeed follow, on-line, the quality status of paper formation.
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Final dimensions are obtained using rough hand calculations.
The impulse response of the channel between a source-microphone pair placed in a room with specific dimensions is obtained using an image-source model as presented in [31].
Both dimensions were obtained using principal component factor analysis.
Thus, the feature vector for each trial with 2880 dimensions was obtained using the same method in Validation 1. Finally, the features selected by correlation-based feature selector were used for RBF-kernel SVM classification.
An analysis of the background fractal dimension distributions obtained using TTE and DISCSC data (143 and 110 background regions, respectively), indicates that for both datasets background fractal dimensions 〈Dbgr〉 = 1.5 that the fractal dimension distributions obtained by using these data can be processed simultaneously.
The ROM is designed by projecting the non-linear shallow-water equations on a low-dimension basis, obtained using the proper orthogonal decomposition (POD) method.
Once such an image is captured, smooth reconstructions along the individual dimensions can be obtained using standard interpolation algorithms.
LV dimensions will be obtained using two-dimensional (2D) and M-Mode measurements from the parasternal long axis window.
Then, the corrected distance vector v ∘ (dimension n×1) is obtained using the expression v ∘ = z ̄ v ′′ − C v (16) .
Estimates of the radius of gyration (Rg) and maximal particle dimension (D-max) were obtained using programs (PRIMUS and GNOM, respectively) within the ATSAS software package.
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CEO of Professional Science Editing for Scientists @ prosciediting.com