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Table 1 Confusion matrix obtained considering the proposed representation and SVM classifier on the fifteen basic classes of scenes.

Table 7 Confusion matrix obtained considering the proposed representation and KNN on the basic level of description of the scenes.

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Numerical results are obtained considering several heterogeneous materials such as Metal Matrix Composites (MMCs) as well as Carbon fibers reinforced Epoxy Matrix Composites.

Numerical results are obtained considering heterogeneous materials such as Metal Matrix Composites (MMCs) as well as Particle-reinforced MMCs (PRMMCs).

Consider also the matrix obtained by preprocessing A using a simple alphabet transformation, that appends the column number to each symbol in the matrix (see Figure 3), and considers a new alphabet Σ ' = Σ × {1,..., | C|}, where each element Σ ' is obtained by concatenating one symbol in Σ and one number in the range {1,..., | C|}.

Hence, instead of the brut Vandermonde matrix (14), we consider a unitary Vandermonde matrix obtained either by applying the Gram-Schmidt orthogonalization or singular value decomposition (SVD) on.

It was also observed that at low SNR, the precoder matrix obtained by the design algorithm had nearly identical elements in all the cases we considered.

The thickness of the electrospun PI matrix obtained was ~20 µm with 4 mg cm 2.

By using single-shell headmodels22 together with the lead field matrix and the covariance matrix (obtained from individual trials and averaged), we estimated beamformer filters which we subsequently multiplied with the epochs to obtain source level epochs.

The connectivity matrix obtained from RegulonDB [ 30].

The frequency equations of these membranes are given by the determinants of the system matrices obtained when the compatibility conditions are considered on the common boundaries along which the sub-domains adjoin each other.

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