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In this work, we have considered normalized displacement data of the first mode of a cantilever beam for training ε-SVM in regression problem.
The ECFs reported in the present study can be considered normalized results because those factors are actually the energy consumption of a sub-system per unit volume flow rate (and unit temperature degree).
To verify if the data is normally distributed, we have applied a test known as Shapiro-Wilk test [39], and the values for recall, precision, and time metrics were considered normalized with a significance level of 99.9%.
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It is addressed as a weighted sum by considering normalized time and energy cost.
Liao (Goel et al. 2007) also used a back propagation (BP) neural network (trained with the data of the actual treatments) to estimate the SN ratio of responses for all treatments and then efficient treatments are determined by the CCR DEA model, considering normalized SN ratio as outputs.
While the size of the duplication age groups varies greatly, this does not affect our study, as we consider normalized observables or scores against a null model.
Considering normalized values obtained for the S288c haploid and diploid strains, it was found that SAUTs in antisense to the genes DSE2 and IME4 are more highly expressed in the haploid strain.
Applied to the raw data, Normfinder identified g3apdh as the best reference gene over the ensemble of the tissues, whereas it identified hkg4 as the best reference gene when considering normalized data.
The tree-width of a graph G is the minimum width of all possible tree decompositions of G. Here, we will only consider normalized tree decompositions, which can be easily obtained from standard tree-decompositions [118].
Number of gene loci, ESTs and putative novel genes, identified by all sequences mapping to grape genome in the three different libraries considered (non-normalized (NN), normalized (N), and TCs comprised in VvGI) are given.
We considered a normalized frequency offset of ε=0.1 and two well-known codes extended Bose-Chaudhuri-Hocqenghem (BCH) and Reed Muller (RM).
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