Sentence examples for regularisation are applied from inspiring English sources

Discussions of the conditioning of the Green function matrix which is inverted are included and it is shown that the spatial sampling criterion may be relaxed if conditioning techniques, such as regularisation, are applied to this matrix prior to inversion.

No regularisation was applied, i.e. the spatial smoothness of the model is determined by degree L and the temporal variability by the number of splines.

This choice has no effect on the final field model unless regularisation or constraints are applied on the Gauss coefficients.

To get quantitative results, a careful weighting of the regularisation parameter (via the L-curve approach) or contrast-enhancing Bregman iterations are applied for the reconstruction of the concentration maps.

The approach holds mathematical promise for application in the design of instruments for measuring thermal properties or possibly as a regularisation technique to be applied in conjunction with other inverse approaches to the problem.

A generalised linear regression method with regularisation and variable selection was applied within a multiple covariate Cox survival analysis with the aim of finding expression profiles correlated with recurrence-free survival.

A generalised linear regression with regularisation and variable selection was applied to a multiple covariate Cox survival analysis with recurrence-free survival 10-fold cross-validation and leave-one-out iterative approach were used to build and test the model that was validated using an independent cohort of 58 patients with pure DCIS.

It was useful for the regularisation of any small surface imperfections and to provide a smooth surface to which the reinforcement system would be applied.

"Land regularisation is of fundamental importance for halting deforestation," says Carlos Minc, Brazil's environment minister.Enforcing the new regime will be as difficult as ever.

Therefore, Tikhonov regularisation is widely employed in order to produce reasonable solutions.

Fourier-based regularisation is considered for the support vector machine (SVM) classification problem over absolutely integrable loss functions.