Sentence examples for multiple kernels to from inspiring English sources
In this paper we propose a novel methodology based on multiple kernels to increase the robustness of e-nose systems against sensor failures.
Our proposed method can simultaneously employ multiple kernels to better capture the nonlinear distribution information of each view, so that correlation features learned by KAMCCA can have well discriminating power in real-world image recognition.
Here, promising new alternatives are on the horizon, such as the DAOSTORM algorithm, which enable multiple kernels to be fitted to overlapping PSFs and other multiple-emitter analysis procedures.
To scale the single-GPU implementation to multiple GPUs, multiple host threads were created on the CPU side to simultaneously launch multiple kernels, to coordinate data transfer to and from each GPU, and to sum up the partial results generated by the GPUs for final output.
A number of kernel-based learning algorithms (including GPs) are capable of multiple kernel learning [5], which allows combining heterogeneous information by using multiple kernels at the same time.
Our first objective was to propose a multiple kernel model to study the problem of genetic heterogeneity without pedigree or a priori knowledge about subpopulations.
We use pairwise kernels to predict novel links, along with multiple kernel learning to integrate distinct sources of data into a decision function.
This means that we separately use training data for performing KDA-based ordinal regression and the combination parameter settings in the multiple kernel scheme to keep the robustness.
In the piRNA prediction problem, the use of multiple kernels makes it possible to propose a modular and extensible method.
To tackle the new problem, we propose a novel algorithm to incorporate multiple kernels and Laplacians in KL clustering.
To produce the best possible watershed result, we tried multiple different thresholds to define image foreground and multiple Gaussian smoothing kernels to remove image noise.
