Sentence examples for data transformation with from inspiring English sources

The current system still needs further development of the UDFs to allow more complicated data transformation with simpler scripts.

Since we have shown previously [ 12] that the number of pixels is important for reliable performance of PCA, data transformation with PCA was done with eigenvectors found previously on a different data set from the same subject.

Using simultaneously input and output data transformations with four data buses which reduce data transformations time by 75%.

Such systems are based on the XML workflow language to handle complex data transformations with integration of data resources and external software.

We conducted ordinations with and without data transformation, and with and without removing rare taxa (taxa present in ≤7 % of subsamples) prior to ordination.

On the other hand, the NMF and sparse coding methods have iterative solutions which may become computationally challenging for big data sets, but they provide non-linear labeled data transformation albeit with different degree of sparsity.

An FDA guideline [ 19] postulates that a rationale for the choice of data transformation along with the interpretation of the estimates of treatment effects based on the transformed scale should be provided.

However, it requires chained MapReduce jobs in a centralised Hadoop cluster in order to take the raw data that has not previously been processed, and apply the appropriate data transformation, merge the transformed data with previously transformed data, delete the old transformed data, update the raw data as processed and merge and compress the raw data.

A full-fledged geographic information system (GIS) is a type of database that is able to handle data input and verification, data storage and management, data output and presentation, data transformation, and interaction with end users.

We observed a change in the magnitude and sign of genetic correlations between BW and its uniformity after data transformation, which agrees with other studies.

CEL format was imported and normalized using the following steps in sequence: (1) raw data processing by Robust Multi-chip Average, with GC-content background correction (GC-RMA); (2) data transformation whereby microarray data with values below 0.001 were set to 0.001; and (3) the signal intensity for each gene was divided by the median of its measurements in all samples.