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To address the issues of redundancy we had used CD-HIT [ 29], a program that removes redundant sequences and generate a database of only the representatives.
In the process of building the WinDTome, we addressed the intrinsic issues of redundancy and heterogeneous identifiers by using the public drug-centered databases and gene-centered databases.
Constructing this complicated interconnected network necessitates a systematic unbiased high-throughput approach to avoid confounding issues of redundancy and functional pleiotropy [15].
The issues of redundancy, quality and length can be addressed through the clustering and assembly of the primary ESTs into longer, more accurate consensus sequences that are termed unigenes, transcript assemblies or tentative consensus sequences (2 4).
We suggest future deep sequencing transcriptome projects of species lacking a genomics backbone will need to concentrate mainly on resolving the issues of redundancy and paralogy during transcriptome assembly.
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As such, they raise again the issue of redundancy.
This issue of redundancy becomes important when you consider the impacts a natural disaster can have on a business.
This also addresses the issue of redundancy in the training set.
DNA sequences do not suffer from such shortcomings and therefore represent an ideal information platform to tackle the issue of redundancy.
Third, while U5MR and the incidence of U5UW children are each powerful reflectors of development deficits, they are also likely to be highly correlated, and this raises the issue of redundancy.
For the issue of redundancy, many researchers attempt to explicitly address feature interactions by finding some low-order interactions, i.e. 2-way (one feature and the label) and 3-way (two features and the label) interactions.
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