Sentence examples for dimensional data in from inspiring English sources

We develop statistical approaches for high dimensional data in the attempt of improving our understanding of the molecular basis of health related traits.

Thus, it is necessary to develop a method that can process high dimensional data in a rapid manner.

Second, the paper designs the CTG optimization to find linear orthogonal projections that would implicitly preserve the commute time of high dimensional data in a low dimensional subspace.

Confronted with high dimensional data in many data analysis tasks, feature selection techniques are designed to find a relevant feature subset of the original features which can facilitate classification.

The generation of large and high dimensional data in the recent few years has overwhelmed the data mining community.

In many areas of research, scientists need to analyze three dimensional data in a variety of forms, such as medical brain scans, the structures of cells and molecules, geological features on our own planet and others, or the hearts of exploding stars.

He is also interested in the issues that arise with high-dimensional data, in particular large text corpora.

The massive amount of high-dimensional data in science and engineering demands new trends in data analysis.

Originally introduced in the 1950's, MDS was not designed with high-dimensional data in mind; while it remains popular with data analysis practitioners, no doubt it should be adapted to the high-dimensional data regime.

Cluster analysis is a powerful strategy for the exploration of high-dimensional data in the absence of a-priori hypotheses or data classification models.

PCG plots are a recent addition to the visualization tools and offer a possibility to visualize multi-dimensional data in two dimensions while no calculations are required.