Sentence examples for based on kernel supported from inspiring English sources

Currently, our framework supports software-defined gateways based on kernel supported virtualization, but virtualization choices do not pose any limitations, because, by utilizing the well-defined API, our gateway prototypes can be dynamically configured, provisioned, interconnected, deployed, and controlled.

In this tutorial, we survey this subject with a principal focus on the most well-known models based on kernel substitution, namely, support vector machines.

A new approach to common signals classification of relevance vector machine (RVM) was presented and two signal classifiers based on kernel methods of support vector machine (SVM and RVMM were compared and analyzed.

These facts support our motivation to unifying the composite network construction based on kernel target alignment and the network-based predictor optimization.

It is based on kernel spectral clustering (KSC), a model designed in the Least Squares Support Vector Machines (LS-SVMs) framework, with primal-dual setting.

S chaid (2010a, b) provides an overview of measures of genomic similarity based on kernel methods and describes how kernel functions can be incorporated into different statistical methods like, e.g., nonparametric regression, support vector machines, or regularization in a mixed model context.

The third feature, based on kernel density estimation (KDE), is the "KDE Peak" value.

Additionally, PDF estimators based on kernel functions are also developed.

Then, the MSVM is constructed based on Gauss kernel support vector machine (SVM) and polynomial kernel SVM.

However, some other feature extraction methods have put forward new ways which are based on kernels.

A novel intelligent fault diagnosis model based on multi-kernel support vector machine (MSVM) with chaotic particle swarm optimization (CPSO) for roller bearing fault diagnosis is proposed.