Sentence examples for method for big from inspiring English sources

The ROS preprocessing method for big data makes SVM-BD useful for POD and improves the performance of RF-BD even more with a higher value for the resampling size parameter of 130% [ 54].

Trolling is usually done inland on lakes and reservoirs, but it is also the primary method for big-game fishing in the oceans.

The paper includes demonstrations of this method for big-data integration on a real-world system, focusing on how the method is useful to shift among geographic scales.

This dissertation illustrates, through three studies, the benefits of using an optimization framework to devise methods for big data analytics.

Parallel computing has played an important role in speeding up optimization methods for big data analytics and large-scale machine learning (ML).

His work on integrative methods for "big data" in the biomedical informatics space has been published or presented in more than 30 peer-reviewed publications ranging from academic journals and international conferences to three books (including "Systems Bioinformatics: An Engineering Case-based Approach," ranked #1 in new Amazon bioinformatics category).

In order to compare and evaluate these multi-stage compression techniques and to design more efficient compression methods for big data applications, in this paper the effectiveness of each of these compression stages on the total performance of the algorithm is analyzed.

This article presents a thorough literature review of methods for big data reduction.

Tong Zhang's research interests include machine learning algorithms and theory, statistical methods for big data and their applications.

However, both of the studies lack in presenting discussion about specific systems and methods for big data reduction.

DM and ML The DM and the ML methods for big data reduction could be used at various levels of big data architectures.