Sentence examples for by reducing the dimension from inspiring English sources

Polymers with the same chemical composition can provide different properties by reducing the dimension or simply by altering their nanostructure.

In [32], model (1) has been completely analyzed by reducing the dimension.

Feature extraction helps to simplify the classification problem by reducing the dimension of the processed data.

The factor analysis of the total variability approach can obtain useful information by reducing the dimension of the space of GMM supervectors.

One reason is the performance gain obtained from the Rao-Blackwellization itself; however, often more important is that, by reducing the dimension of the state space where particles are used, it is possible to use less particles while maintaining the same performance.

In addition, we have proposed a suboptimal two-step power allocation method with low computational complexity by reducing the dimension of the bisection search space from K N r to K. Through the simulation results, the effectiveness of the proposed transceiver design methods have been validated.

For some materials, near-theoretical strength values can be attained by reducing the dimensions of crystals to sub-micrometric or nanometric values.

The performance of the device can be improved by reducing the dimensions of the device, so that high electrical fields can be reached by the application of small voltages.

The results depict that the LHNFCSF addresses the medical big data issues by reducing the dimensions of large datasets and speeding up the learning process and improves the classification performance.

Principal Component Analysis (PCA) abridges the task of identifying sources of relative variability in a high dimensional data set by reducing the dimensions, and therefore the complexity, of the data set.

The limitation of sensitivity can be resolved by reducing the dimensions to the nanoscale.