Sentence examples for method a kernel from inspiring English sources

In the CVT method a kernel approach was used.

In this method a kernel density estimator was fitted to the log2 Cy3/Cy5) distribution to determine the minimum value between the conserved and divergent regions.

For the fourth method, a kernel-based approach has been considered.

The SVM method is a kernel based supervised learning method for classification and regression, and Maenhout et al. (2007) first applied it in GS to predict maize hybrid performance.

The BGEN method trains a kernel classifier using both labeled and unlabeled data.

For example, in the KDE method, a symmetrical kernel function, which is a function of bandwidth, is placed on each crash point generating a smooth intensity surface.

In the proposed JEC method, an ellipsoidal kernel was used to reduce these stair-like artifacts by smoothing them along the local edge direction.

To estimate the parameters of the model we use the iteration algorithm developed by Zhuang et al. (2002); the method is based on the Maximum Likelihood Method and on a kernel estimation of total seismic rate.

Kernel based learning methods are those methods which use a kernel as a non-linear similarity to perform comparisons.

To solve this problem, by taking the merits from both kernel method and LFDA, Xiong et al. [47] further adopt kernel LFDA (KLFDA) to learn a metric model, where the KLFDA is a closed-form non-linear method that uses a kernel trick to handle large-dimensional feature vectors while maximizing a Fischer optimization criteria.

In order to better monitor bioprocesses, a new dynamic nonlinear monitoring method that combines a kernel principal component analysis (KPCA) and an exponentially weighted moving average (EWMA) is proposed in this research.