Sentence examples for transformation operator from inspiring English sources

We did not apply a linear transformation (operator) between data vector spaces in order to preserve the operation of data vector addition in the original data.

Because the overall photon count in contraction data was about 2-fold greater than in rigor data we did not have to apply a linear transformation (operator) between data vector spaces in order to preserve the operation of data vector addition in the original data.

After the selection and preprocessing operators, the characteristics of the secondary data still may be in a number of different data formats; therefore, the KDD process needs to transform them into a data-mining-capable format which is performed by the transformation operator.

where z is transformation operator.

where is the Fourier transformation operator and is the th-order eigenvalue.

Furthermore, a Cartesian transformation operator can be attached to such a mapped item.

The transformation operators are combinations of the Laplace transform operator and additional integral operators.

The transformation operators, which are forward and inverse Fourier transforms with the wave space confined to the unit sphere, are smooth and well approximated using reduced-rank decompositions that further reduce the computational dependence of the FMM on finest-level group size.

Specifically, a dataset P can be transformed into a new dataset P' by a set of transformation operators Φ in the instance dimension, such as sub-sampling, super-sampling, noise injection, and so on, and a corresponding set of transformation operators Ψ in the attribute dimension.

The experiments show that (i) random combination of transformation operators across different dimensions outperforms most of the conventional data transformation operators for different kinds of datasets.

To this end, a suite of basic transformation operators is designed.