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Finding the best approximation of the original data using fewer numbers of dimensions.
Finding the best approximation of the original data using fewer numbers of dimensions. .
The experimental design employed in this study guarantees the comprehensiveness of the training data sets generated for learning the proposed ANNs using fewer numbers of experiments compared to the previous studies.
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One such algorithm with improved performance using fewer number of symbols is proposed in [18], which can be utilized under both non-data-aided (NDA) and DA scenarios.
Conventionally, linear grids are used for the solution of PBMs, but the ability to incorporate non-linear grids would be more advantageous given that a larger size range can be covered using fewer number of grids, thus reducing computational overhead.
The ability of the DE-ELM algorithm to reach the set mse target (0.001) while using fewer number of neurons in the hidden could be attributed to that fact that it was able to optimize the selection of the initial weights and biases.
Therefore, the quick mode brings the effect of reducing the computation time since a link encryption key can be generated by using few numbers of seeds.
One of the advantages of computer adaptive testing is the potential to use fewer numbers of questions without endangering the overall reliability of the test and, simultaneously, avoiding the risk of depleting the items held within the Questions Bank too quickly.
It uses fewer number of building blocks and design parameters than those of traditional OLPPRFBs, whereas frequency characteristics of the new OLPPRFBs are comparable to those of traditional one.
Moreover, only 4 of the available studies used patient sample size more than or equal to 500 and remaining 94% of studies used fewer number of patient samples.
Again, it is clear also that the SP-CAF outperforms the classical ED while using dramatically fewer numbers of data samples.
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