Sentence examples for field of kernel from inspiring English sources

In this article, we go one step further in this direction and investigate various kinds of receptor and ligand descriptors that can be combined for in silico chemogenomics screening with SVM, building on recent development in the field of kernel methods for bio- and chemoinformatics.

One of the most popular surveys about introducing kernel-based learning algorithms is [70], in which an introduction of the exciting field of kernel-based learning methods and applications was given.  .

The theory of RKHS regression is rooted in the field of kernel-based machine-learning [ 38] and has recently been advocated for whole-genome prediction [ 34].

Here, G is an inner-product kernel which allows to perform all computations in the space of n genotypes instead of p SNPs, a shortcut which is well established in the field of kernel-based machine learning [ 38].

Syntax manipulation: Certain fields of kernel data structure are modified or changed.

There are three types of modifications possible: Syntax manipulation: Certain fields of kernel data structure are modified or changed.

The basis of hypersingular boundary integral equation (HBIE) development is singular and hypersingular field solutions of kernel functions.

On the other hand, the application of the methodology proposed in the field of Reproducing Kernel Hilbert Spaces could allows us to find an interesting solution for the discrimination problem between two quaternion random signals.

Fröhlich et al. introduced the concept of the optimal assignment in the field of cheminformatics as a kernel function for attributed molecular graphs [29, 30].

It is found that the computational complexity of the binary filter is significantly less than that of the real field wavelet kernel.

Twin SVM TSVMM) is a powerful tool in the field of machine learning, but the kernel and parameters selection problem still affects the performance of TSVM directly.