Sentence examples for using a multiple kernel from inspiring English sources

We use ordinal regression based on KDA, which can concern global information of the target data, and try to improve it by using a multiple kernel scheme.

Since multiple meteorological elements that have propagated from neighboring areas based on atmospheric movements are related to prediction errors in the target area, we calculated those features from observed wind velocities and merged them by using a multiple kernel algorithm.

In the second one, we use a multiple kernel formulation of the SVM that can learn automatically the weights of each kernel.

using a multiple linear regression.

As shown in the discussion of quantitative evaluation, the calculation of features considering atmospheric movements and the use of a multiple kernel scheme are suitable for estimation in the proposed method.

The use of a multiple kernels approach allows editing, adding or removing piRNA features that can be heterogeneous in a modular manner according to their relevance in a given species.

We propose a multiple kernel fusion and an SVM-based approach that allows to use heterogeneous features, each kernel implementing a class of features.

Thus, the proposed method extends the kernel function to a multiple kernel version as shown in Equation 8.

PPIExtractor is a multiple kernels learning based system which combines the feature-based, convolution tree and graph kernels to extract PPIs.

Additionally, using multiple kernel calls provide significant flexibility to reshape the kernel dimension each time, which is a form of flexibility not found in dedicated hardware solutions.

In [10], classification of both EEG mental and cognitive tasks is reported based on Wavelet packet entropy and Granger causality, where classification performance is evaluated using multiple kernel learning support vector machine (SVM) classifier.