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Yet, due the fragmented data set it was impossible to directly compare the entire plasmids.
As explained in the Methods section, these differences may be caused by the overlapping positions in the artificial single sequence where the pattern cannot occur in the fragmented data set.
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Such an approach enriches the family of probability distributions we may consider to modeling increasingly fragmented data sets and developing the estimate of their parameters based on conventional statistical estimation methods.
Any solution that helps drug companies tear down the barriers between fragmented data sets and improve the efficiency of the research and development process — with purpose-built apps that help surface the right information at the right time — is well positioned in an industry racing to move to the cloud.
Discussing bringing on board a carrier, Sweden's Telia, as a strategic investor in the Series B, Walle says the aim is not to use the telco as another data supplier but rather to work together on data accuracy via things like applying machine learning algorithms to derive better intelligence from the fragmented data-sets it needs to structure and contextualize.
Indeed this experiment initially motivated the present work by putting emphasis on the need for taking into account fragmented structure of the data set.
In order to do a comparable search for ultra-conserved regions against the mouse and pig genomes, we artificially created a mouse data set resembling the fragmented pig shotgun data set.
Our CASTOR database has significantly fewer rows (7000 per table, one row per sample), but has 2000 genotype tables and 14 phenotype tables, dividing the data set into smaller, fragmented indices.
The recommendations for the IMDb data set lead to a visibly more fragmented bow tie structure of the networks.
Repeat for next data set.
Twelve of the 30 markers were successfully genotyped using the partially fragmented DNA extracted from the museum samples (Table S4), so only the corresponding loci from the contemporary samples were included in the data set used for comparison.
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