Sentence examples for representations for the data from inspiring English sources

Also, in comparison to the simple one-dimensional linearity associated with DNA, the analysis of compositional properties in proteomes makes it necessary to resort to appropriate multi-dimensional representations for the data.

As described earlier, the main idea can be summarized as (i) finding hidden representations for the data points by mapping them into a subspace with the help of kernel and projection matrices and (ii) performing binary classification in this shared subspace using the task-specific classification parameters.

Generating the "right" visual representation for the data and task at hand remains a standing challenge in visualization research and practice.

Working with the Variety among different data representations in a given repository poses unique challenges with Big Data, which requires Big Data preprocessing of unstructured data in order to extract structured/ordered representations of the data for human and/or downstream consumption.

For additional representations of the data, see Additional file 1. Nucleosome coverage plots [ 12] display the number of overlapping nucleosomes observed at each base in the vector (counts on the left axis).

Fast Annotator (available at fastannotator.cgu.edu.tw) was used to analyze the distribution of gene ontology terms, develop graphical representations of the data set and for enzyme identification [ 26].

Although the SDM is designed to be format/implementation agnostic, the JSON-LD standard is perfect for representation of the data model as it is a simple text-based encoding, that can handle the types of data needed for the model, and is built to translate to RDF.

For representation of the data, the minimum number of axes are selected that maximizes this representation.

For each entry, a structured XML representation of the data (for example PM7.xml), including a declared standard XML schema (CML 2.4) is included.

It is shown that the cubic equations provide an adequate representation of the data for the simpler fluids but are poor for the more complex ones (e.g. C2H4, C2H6).

After comparing model statistics (Bayesian Information Criterion, BIC, and Akaike Information Criterion, AIC), and after performing the Hausman test (5% significance), we conclude that chromosome dummies provided a better representation of the data for both miRNA and genes.