Sentence examples for kernel design for from inspiring English sources

In this paper we describe and discuss a new kernel design for geometric computation in the plane.

Hence, we apply just the original BLF with σ r =σ for the low-band filtering, and we have focused on the kernel design for the high-frequency subband L 1. Also, when comparing the results between the adaptive bandwidth and non-adaptive bandwidth (when σ h is fixed), the gain by the adaptive scheme is not significant (under 0.1dB PSNR gain) because the edge area is small compared to others.

Applied methods included a graph kernel designed for molecular similarity analysis [2], kernel principle component analysis [3], multiple kernel learning [4], and, Gaussian process regression [5].

Hence, a comparison of the classification performances between the proposed two-class classifier system and the well-known Support Vector Machine, on the data set at hands, is performed using a suitable kernel designed for the non-Euclidean case.

Local alignment (LA) kernel [40] is a string kernel designed for biological sequence classification problems.

MKP is a multiclass extension of the kernel polarization, which is a universal kernel evaluation criterion for kernel design and learning.

Hence, it is important to design automatic procedures for kernel design based on data or prior knowledge.

The strength of the D-optimality OFR is owing to the fact that the algorithm automatically selects a small subset of the most significant kernels related to the largest eigenvalues of the kernel design matrix, which counts for the most energy of the kernel training data, and this also guarantees the most accurate kernel weight estimate.

In this paper, we propose a method for solving classification problems relying on the ad hoc determination of a kernel for every problem at hand, i.e., a problem-oriented kernel design method.

Monolithic kernel is one of the prevalent configurations out of various kernel design models.

If you read Linus's biography, he is clear that he thought very little of Minix… The Minix kernel is based on a micro kernel design while the Linux kernel is based on a monolithic design.