Sentence examples for the kernel method from inspiring English sources

Secondly, we propose a new kernel-based self-organizing maps (KSOM) algorithm using the kernel method.

The kernel method was used for the pdf estimation.

The kernel method ([17 19]) is used to estimate the different pdfs.

In the kernel method, explicit representation or computation of the mapping is never needed.

A brief description of the kernel method simulation will be given in this section.

Table 3 shows the approximate solution obtained by the Euler wavelet method, reproducing the kernel method and CAS wavelet methods.

Least squares support vector machines (LSSVM) with Gaussian kernel represent the most used of the kernel methods existing in the literature for regression and time series prediction.

It shows that the kernel methods are more robust to noise than the linear methods.

In the kernel methods, the dimension of a kernel matrix is determined by the number of training samples instead of the dimension of input samples.

The kernel methods provide the inspiration to develop a new feature selection and fusion method based on FA for feature fusion in gearbox condition monitoring.

For example, Zelenko et al. [103] introduced the kernel methods for RE, and defined the kernel on the constituency parse trees of relation instances.