Sentence examples for process of data analytics from inspiring English sources

The dimensional reduction method (e.g., principal components analysis; PCA [3]) is a typical example that is aimed at reducing the input data volume to accelerate the process of data analytics.

Of course, these methods are constantly used to improve the performance of the operators of data analytics process.1 The results of these methods illustrate that with the efficient methods at hand, we may be able to analyze the large-scale data in a reasonable time.

Industry 4.0 is taking process information to the next level with improved exchange of data, analytics and relevant feedback regarding the process, equipment health and dynamics.

This property tends more toward the outcomes of data analytics and data processing processes and is directly proportional to other 5Vs in big data systems.

In this paper, by the data analytics, we mean the whole KDD process, while by the data analysis, we mean the part of data analytics that is aimed at finding the hidden information in the data, such as data mining.

It is easy to become carried away with the possibilities of data analytics.

The implementation of data analytics on such datasets is commonly referred to as big data analytics.

In this paper, we propose that two processes of "Big data analytics" and "Implementation of data modeling" should be collaborated with Model-driven architecture (MDA).

Therefore, we propose that two processes of "Big data analytics" and "Implementation of data modeling" should be collaborated with Model-driven architecture (MDA) [2] in order to repeat data modeling fast and find a new service shown in Fig. 1.

YM participated in refinement of derivation process and data analytics.

Of special concern are the integration of systems engineering, process management, and data analytics to support robust knowledge management practices through the organization.