Sentence examples for by using a regularized from inspiring English sources

Preliminary 2D investigations are also conducted by using a regularized version of the adopted formulation.

The difficulties associated with the nondifferentiability inherent in the CCM systematic synthesis problem are circumvented by using a regularized contact model.

In order to overcome the controller singularity problem and relax the requirement of bounding parameter values, a second modified fuzzy adaptive output feedback controller is proposed by using a regularized inverse and a robustifying control term.

Table 4 indicates pathways that show a baseline versus 1-year difference for E+P and E-Alone at FDR < 0.05 by using a regularized Hotelling T2 test.

By using a generalized regularized gap function we calculated global error bounds, i.e., upper estimates on the distance to the solution set of random generalized variational inequality problems, which is one of the useful applications of gap functions.

All three components were trained concurrently using a regularized least square error measure.

All of these components were trained simultaneously using a regularized least square error criterion.

Missing values were imputed at the protein abundance level using a regularized expectation-maximization algorithm [ 25].

To overcome the rank deficiency issue we propose using a regularized form of logistic regression [ 19].

We introduce a new version of the MRMR criterion using a regularized redundancy measure of Section 3.1 and a robust relevance measure of Section 3.2.

HumanNet contains 21 different data sources, which are combined into one integrated network using a regularized regression scheme trained on GO pathways.