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Data reduction techniques, such as data compression, aggregation, and removal of redundancy should be implemented [69].
After masking of vector and adaptor sequences and removal of redundancy, the inserts of sizes between 18 and 26 nt obtained from the S. japonicum small RNAs library, were used in BLAST searches to identify candidate S. japonicum miRNAs.
This procedure results in the removal of redundancy and further generalization of the profiles.
With the removal of redundancy, 1948 common miRNAs were obtained from this miRNA approach.
Yet, the exceptionally careful removal of redundancy which we performed was an incredibly time consuming undertaking.
To obtain an accurate overview of RNA profiling, removal of redundancy may be crucial in de novo assembly.
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After removal of redundancies, 25,329 non-redundant sequences were obtained.
Heidemann says that the real advantage of aggregation is that it enables the removal of redundancies in data collected by different sources, so that transmitting the data requires less bandwidth.
Compression aims for reducing content size by removal of redundancies leading naturally to high entropy output.
Only suggestions for improvements of clarity of wording or removal of redundancies were considered.
Removal of redundancies and regrouping of the selected sequences resulted in a final set of 92 families, defined by HMM analysis.
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