Sentence examples for normalization design from inspiring English sources

A novel SC-based normalization design is proposed, which includes a square and summation unit, an activation unit and a division unit.

Standard normal variate (SNV) is a normalization designed for these conditions.

Based on this normalization, the design sensitivity analysis for the general nonlinear eigenproblem with respect to arbitrary design parameters is studied.

Firstly, based on the dynamic response analysis of truss structures under stochastic process loads, the dynamic reliability constraints are developed and simplified, and the normalization of design variables is discussed to avoid some variables being drowned by others during optimization due to their different dimensions and orders of magnitude.

Importantly, MedianCD and SVCD normalization were designed with no dependencies on any particular aspect of the technology used to globally measure gene expression, i.e. microarrays or RNA-Seq.

Thus, we were able to use normalization methods designed for regular expression arrays.

Hence differences among the observed microarray probe level distributions are attributed to experimental effects and the normalization is designed to equal all these distributions.

The values of X and Y are derived from extensive normalization procedures designed to eliminate the potential for false positive associations due to systematic differences among studies (see below).

The present paper evaluates a number of normalization methods designed to resolve (directly or indirectly) the bias induced by the relative size of studied transcriptomes.

By comparing (AUC+AUPRC /2 score of each method, we discover that normalization methods designed for mRNA data that tend to be overly aggressive (e.g., quantile normalization) provide virtually no additional benefits in recovering truly differentially expressed features.

For normalization, we designed primers for genes of which the copy number is not known to vary, namely GPR15, ZIC4 (both on chromosome 3) and PRR15 (on chromosome 7).