Sentence examples for nonlinear distance from inspiring English sources
Results indicate an excellent performance when compared to linear and nonlinear distance preservation techniques and standard nonlinear SOM approaches in fault diagnosis and identification.
The nonlinear distance produced rankings that were virtually the same as the case-deletion metrics for all case studies – this highlights the importance of its use for nonlinear hydrological models.
This nonlinear distance measure allows time-series sequences to be stretched along the time axis to minimize the distance between the sequences.
Similar to the ML estimator for CPE, the metric Ω d ̂ ( p ~ ) for position estimation is nonlinear due to the nonlinear distance function (50).
This can be extended to learning nonlinear distance metrics in the future, which may lead to further performance improvements.
In contrast, MCE designed to estimate nonlinear distances and to deal with local irregularity in small datasets addresses nonlinearity by considering even the total groups of control (C, red spots) and pain (P, blue spots) patients present in dataset 1 (Fig. 2C).
This paper addresses the optimal toll design problem for the cordon-based congestion pricing scheme, where both a time-toll and a nonlinear distance-toll (i.e., joint distance and time toll) are levied for each network user's trip in a pricing cordon.
Conclusion: MC provides a valuable framework to estimate nonlinear distances in small datasets.
To overcome these shortcomings, characteristics of subspace set are analyzed and a nonlinear subspace distance is defined for SHM in this paper.
A discirminant and kernel variant of LLE is developed by designing a nonlinear supervised distance measure and minimizing the reconstruction error in a RKHS, which gives rise to DKLLE.
On one hand, with a nonlinear supervised distance measure, DKLLE considers both the intraclass scatter information and the interclass scatter information in a reproducing kernel Hilbert space (RKHS), and emphasizes the discriminant information.
