Sentence examples for based on kernel functions from inspiring English sources

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

This paper presents a new approach based on kernel functions to solve activity prediction problem for chemical compounds.

Ghami [15] proposed various versions of interior point algorithms based on kernel functions and showed that the kernel function in [14] seems promising through numerical tests.

It has no explicit limitation, either on the number of stored concepts or on the underlying metric for association, since the metric is based on kernel functions.

Based on kernel function, we propose DCGASC (Discounted Cumulative Gain Anchor Point Set Cover) to select the sub-matrices in order to approximate the original matrix better.

In addition, NearestMP (missing value estimation based on nearest neighborhood regression) and KernelMP (missing value estimation based on Kernel Function) are proposed for evaluating STORE DHM flexibility.

As described above, the GDA is a nonlinear data dimension reduction method based on kernel function learning technique, which will be used to deal with the normalized feature vectors.

To our knowledge, only Pavy et al. [ 8] have previously implemented a statistical approach, based on kernel density function, in Picea spp., to overcome the need to use such fixed bandwidths in analyses of 'gene-rich regions' as an indicator of suppressed recombination.

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.

In this work, a non-parametric method for probability density function estimation based on kernel density estimation [7] is used.

Several functions are constructed for evaluating the significance of features based on kernel approximation and fuzzy entropy.