Their reduced dimensions enable one to reduce the size of electronic circuitry.
The recognition results obtained by each method at different reduced dimensions are given in Figure 3.
Reduced dimensions with low power, impacts negatively on analog and mixed-signal circuit performances.
In terms of these computational models and reduced dimensions, mathematical formulations describing physical phenomena within fuel cells are developed.
Since the reduced dimensions of LDA depend on the class number, the recognition results of LDA method only show the results of dimension 5 in the experiments.
Reduced dimensions of the panels were used with a length of 50 m, for better representing complex fault geometries, then, displacements are calculated at each panel.
In particular, if the original signal is sufficiently sparse, its performance with dimensionality reduction was relative good compared to that of the matrix without reduced dimensions.
We have tested the performance of GDA with different reduced dimensions ranging from 1 to 12, and finally set the dimension parameter to be 12 as it can provide the best recognition performance.
The dispersion phase of cured Sm-AAPhen/HNBR composites is composed of completely almost nanometer-sized poly(Sm-AAPhen) and few residual Sm-AAPhen particles with significantly reduced dimensions.
This is experimentally confirmed in Supplementary Figure S8A, where the peaks of the resolution criteria (both ResAll and Res100) are always in one of the first two reduced dimensions.
The GLGS algorithm can be categorized as an embedded method that differs greatly from previous wrapper and embedded approaches because the GLGS optimizes the evaluation criterion derived in a supervised manner in a transformed space with significantly reduced dimensions compared to the original space as it selects genes from the original gene set based on the results of the optimization.
