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The amount of transmitted data can be significantly reduced if sensor nodes are able to distinguish informative measurements from uninformative ones.
For better subspace selection at each node of a tree, we first need to distinguish informative SNPs from noisy ones.
This noise is addressed using wavelets to capture the distribution of block sizes, coupled with a correction based on the ancestral populations to distinguish informative signals from background variation.
In order to distinguish informative variables from uninformative, an experimental data matrix X (m × n) is augmented with a matrix of noisy variables, N. The noise matrix, N, contains the normally distributed random numbers of a small amplitude (m × n*).
Also, in a study of sexual Erigeron species that showed frequent intra-individual polymorphism in ITS and ETS sequences, a fair degree of handwork had to be done to identify diagnostic/additive patterns, to distinguish informative from uninformative variation, and to detect recombination in cloned sequences [ 44].
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With the advanced development of microarray experiments and clinical studies, a large numbers of candidate cancer genes have been extracted and distinguishing informative genes out of them is essential.
Sequences were interrogated using Sequencher™ v4.6 (Gene Codes Corporation, MI) to distinguish heterozygotes (informative) and homozygotes.
Like the naïve MH approach, this cluster adjustment does not distinguish between informative and incidental clustering.
Multilevel analysis attempts to distinguish between informative and incidental clustering [ 7- 9] – sometimes called compositional and textual explanations [ 10].
Benjamini Hochberg False Discovery Rate (FDR) test was applied to the datasets to identify informative loci that distinguish breast cancer from healthy genomes.
The distribution of the languages in the schoolscapes was examined by exploring the functions of signs, distinguishing between informative and symbolic content, and determining the authorship of signs (top-down vs. bottom-up).
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