Sentence examples for robust data processing from inspiring English sources
Robust data processing techniques were applied, using the method of Egbert and Booker (1986) in a first stage.
The soil science community is challenged to apply the accumulated knowledge on soil formation, soil differences and functions, as well as, new tools of robust data processing to evaluate current systems and define objective relationships for better future classification systems.
In this paper, we consider the monitoring of diffusion fields and design simple, yet robust, sensing, data processing and communication strategies for estimating the sources of diffusion fields under communication constraints.
SD-based prediction of cancer genes seems to be robust for data processing.
This result indicates the gene ranking based on WAD is more robust against data processing than the other methods are.
Regardless of the genotyping approach, robust information processing of the data is needed, especially when scaling studies into the thousands of samples.
Some study [24] has proved that the time series analysis methods can improve the robust of such data processing.
A clear message emerging from recent proteomics literature is the necessity for robust software tools for data processing, whose development is lagging behind the substantial advances in instrumentation and methodologies.
The robust experiment design and straightforward data processing are advantageous for routine core analysis applications.
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.
Besides reliable and robust algorithms, international standards for data processing and deposition as well as their interpretation have to be developed and agreed upon in order to unleash the full potential of proteomic research.
