Sentence examples for based on regularized from inspiring English sources

It is a tool bar developed for supervised learning based on regularized least square algorithm.

We present a novel high order multiresolution Poisson solver based on regularized Green's function solutions to obtain exact free-space boundary conditions while using fast Fourier transforms for computational efficiency.

We used the web interface for Cyber-T (http://cybert.microarray.ics.uci.edu/) to employ statistical analyses based on regularized t-tests that use a Bayesian estimate of the variance among gene measurements within an experiment [49].

It is based on regularized low-rank approximation and enjoys nearly optimal error bounds.

For instance, the pint/simcca algorithm [ 34] decomposes GE and CN data sets into shared and independent Gaussian components based on regularized probabilistic CCA.

Conversely, the proposed approach is based on the regularized eXtended Finite Element Method with a mechanism-based detachment.

For that, we propose a novel approach based on a regularized criterion.

The proposed robust filters are based on a regularized least-squares formulation and guarantee minimum state error variances.

In this subsection, we develop the smooth approximation algorithm for the underdetermined formation based on a regularized target reconstruction framework.

In this paper, we propose a novel model, denoted as csGM-LDA, based on Laplacian regularized uncorrelated tensor representation for image annotation.

Greene et al. [25] developed another non-patient-specific statistical method for automated neonatal channel selection and seizure detection based on a regularized discriminant classifier.