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Different matrix transformation methods build different dissimilarity matrices, and the number of representative conformers became different depending on them.
Table 5 The comparison of the performance of the four clustering algorithms over different matrix transformation methods by various indices (Dunn, Davies Bouldin, eta-squared and omega-squared) and correlations between MSt and MSb of clusters Transformation methods Clustering algo.
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Liou et al. (2011) proposed a covariance matrix transformation method for an isotropic non-Gaussian random field simulation in a 2D spatial domain.
Since different matrix transformation functions could detect different patterns, the algorithms need to be tested over different metrics (transformation method) including admissible methods with respect to the stability [23].
A method of matrix transformation is developed to solve the ill-condition problem in the even regions of dynamic instability of the column caused by inclusion of damping.
Plant specimens' iDV inferred from distances matrices obtained with four different transformation methods are compared; gaps were treated as missing data and a minimum number of three associates per host was applied.
The modal expansion method and a matrix transformation technique are used to solve the system equations to obtain the natural frequencies and modes of system.
Quaternion notation lets us simplify and facilitate some transformation methods more than the usual way using 4×4 matrices.
Table 1 shows the microbial transformation methods.
Another notion we need is that of matrix transformation.
The Laplace transformation methods were used for identifiability analysis of linear models [ 30, 31], but these studies did not consider parameter correlations based on analyzing the output sensitivity matrix.
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