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Face components are extracted in the second module.
Time frequency analysis of time-series obtained with hot-wire anemometry is performed through a procedure based on proper orthogonal decomposition and spectral components are extracted with a technique that provides an increased efficiency for fluid dynamic applications.
After that, the original feature vectors are mapped into higher dimensional space and the kernel principal components are extracted as new feature vectors, which are used as inputs to PSO-SVM.
In this algorithm, narrowband components are extracted by narrowband-pass filters (NBPF) and independently controlled by multi-controllers, and fast convergence of the control algorithm is achieved by inverse secondary-path filtering of the extracted sinusoidal reference signal and its orthogonal component using L×L numbers of 2nd-order filters in the time domain.
Based on the wind tunnel experiments of a typical China railway high-speed train model, the side and lift force coefficients and aerodynamic admittance functions associated with different turbulence components are extracted, where the effects of spatial coherence of turbulence are explicitly accounted for.
The descriptor components are extracted based on a square window built around the interest point.
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Component extraction was based on eigenvalues >1, and four principal components were extracted that explained 70% of the variance.
As it was estimated according to the minimum description length criteria35, six components were extracted.
TRPL measurements were collected at each point and the fast and slow components were extracted, as previously described.
In the first step, those crude oil components were extracted, which preferentially wet solid surfaces.
Six components were extracted from the GM images according to the minimum description length criteria (Fig. 1 and Supplementary Table S2 35.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com