Sentence examples for on penalization from inspiring English sources

The overall approach requires i) a skeleton graph generation to get a level-set function from pictures; ii) optimal transportation to obtain the velocity on the body surface; iii) flow simulations realized with a Cartesian method based on penalization.

He added, however, that if such an accountability system focused on penalization, the resultant anxiety about performance could be a barrier to productivity, morale, and recruitment to FHTs.

Data quality control and normalization : in addition to normalization and quality control appropriate for the data at hand, features should be transformed to the same scale, as the impact of penalization on coefficients is scale-dependent (Tibshirani, 1997 ).

4. Scaling of predictor variables : the effect of penalization depends on the magnitude of coefficients and therefore on the scale of the coefficients.

Through several numerical tests for various configurations of piezoelectric materials, it is found that depending on the choice of penalization value, complex behaviors of energies are possible and these in turn lead to a serious local optima issue in TO.

The results obtained clearly show that the proposed diagnostic depends on the calibration and soft-calibration variables, on the penalization term, as well as on the parameter to estimate.

However, this topic deserves further studies before it can be used in both clustering and identification of Granger causality between sets of time series, since penalized methods relying on L1 penalization [ 35] or kernel [ 36] may present biased estimators.

However, in our study, the initial choice of penalization had surprisingly little impact on the performance of the model if bagging was applied and the penalty was chosen in sensibly.

All these proofs are based on some penalization and using various kind of regularizations.

It is based on the penalization of the objective functional by the multiphase volume constrained Ginzburg Landau energy functional.

In order to obtain binary discrete topologies, the volume preserving Heaviside filter is used together with continuation schemes on material penalization coefficient and filter parameters.