Sentence examples for Data manifold from inspiring English sources

D. Cai at al. [31] study the locality sensitive discriminant analysis (LSDA) method, which utilizes local geometry structure of the data manifold and discriminant information at the same time.

According to Kohonen et al. [ 4] 'The central property of the SOM is that it forms a nonlinear projection of a high-dimensional data manifold on a regular, low-dimensional (usually 2D) grid.

Livni et al. put forward a vanishing component analysis method with stable values, i.e., the VCA method, to solve the generator (i.e., vanishing component) for vanishing ideal of fitting data manifold pattern.

Specifically, we model the data manifold using a similarity graph with local and geometrical consistency properties.

The significance of our research is fourfold: 1) The MPCJRF is an underlying adjustment, with respect to the pairwise constraints, to the graph Laplacian enlisted for approximating the potential data manifold.

This type of adjustment plays the correction role, as an unbiased estimation of the data manifold is difficult to obtain, whereas the pairwise constraints, converted from the given labels, have an overall high confidence level.

LetM2n+1(n⩾1) be a compact, spherical CR manifold.

Inter- and intra-batch assay precisions were substantially improved by resorting to the GGNR manifold.

These metrics were obtained by giving the SPD manifold the structure of a Lie group.

Mussina, who signed a six-year, $88.5 million contract last winter, was no cure for the Yankees' manifold problems: hitting slumps, fielding woes and poor pitching.

The block control technique is applied to design a nonlinear SM manifold for achieving the error tracking, and High Order Sliding Mode (HOSM) algorithm is implemented to ensure finite time convergence of the state vector to the designed SM manifold.