Sentence examples for the dimensions of data from inspiring English sources

With the expansion of huge and complex real-time data that is wandering across the internet today, the dimensions of data transmitted are escalating exponentially with each passing years.

The SOM algorithm reduces the dimensions of data through the use of self-organizing neural networks.

We found no significant differences between the dimensions of data quality.

PCA is a mathematical procedure to reduce the dimensions of data by linear fitting.

To assess the questions on self-efficacy, the confidence level of respondents in carrying out RHIS tasks was categorized with multiple indicators under the dimensions of data analysis, data interpretation and data use.

Hence, defining a parameter which is independent of the dimension of data is certainly appreciated.

Note that the superscript "n" refers to the dimension of data space and "( n_{h} )" is attributed to the higher-dimensional feature space (Vong et al. 2006).

It is well-known that the complexity of a model often grows linearly with the dimension of data, and thus some forms of post-processing are required to reduce the computational complexity.

where W is the extended transformation matrix, ξ = ω o 1 o 2 … o n ⊤ is the extended vector of features, n is the dimension of data and ω represents a bias offset.

One possible reason is that greedy iterative optimization algorithms consider features one-by-one for addition/removal, so that the algorithms may easily get stuck into local minima when the dimension of data is high.

Inputs have to be accurately entered into the system in order to produce meaningful outputs (lists, reports, forecasts, etc).. Scholars often discuss the dimension of data quality as accuracy, relevancy, completeness and timeliness [62].