Sentence examples for is of high dimensionality from inspiring English sources

However, in the case of high-dimensional data, where each view of data is of high dimensionality, feature selection is also a necessity for further improving the clustering results.

The estimated motion energy field M u, v, t) is of high dimensionality.

The reason is that this histogram is of high dimensionality and contains redundant information'.

Dimensionality reduction is a key step of tumor classification, as gene expression data is of high dimensionality and small sample size (SSS) and it contains a large number of redundant genes irrelevant to tumor phenotypes.

The data provided in the NCI-DREAM data-sets are of high dimensionality (contain a large number of features).

Given that the input data were of high dimensionality and complexity, the resulting Hospital Group solution identified by the randomly initiated K-means algorithm would likely vary slightly between model runs.

In this context, it is typical that the considered models are nonlinear (due to the nonlinearity of the behavior of the modeled systems), have many parameters (are of high dimensionality), the measurements are imperfect (due to measurement noise), the system can be only partially observed (leading to incomplete or misinterpreted measurements).

With the availability of a huge amount of data that are of high-dimensionality and inter-linkage, traditional databases and search mechanisms cannot satisfy data discovery requirements.

Usually, the image space is always of high dimensionality.

The practical challenge in the problem that we describe here is that of high dimensionality due to familial dependence among pedigree members.

As the derived vector of features is of high dimension, a dimensionality reduction helps to make the CCA applicable [35].