Sentence examples for manifold analysis from inspiring English sources

Our manifold analysis reveals the lack of any detectable nanoporosity in water.

Two ordinary preserving manifold analysis approaches proposed in [28], ordinary preserving linear discriminant analysis (OPLDA) and ordinary preserving margin Fisher analysis (OPMFA), were both evaluated in this study.

It is shown how the nonlinear tools of describing functions, bifurcation methods and manifold analysis assist in developing a simple nonlinear model capable of describing the data and consistent with physical understanding.

In this work, some a priori estimates of touchdown behavior are established, based on which the refined touchdown profiles are obtained by adapting self-similar method and center manifold analysis.

Lu et al. [27] proposed a multilabel-guided subspace (MLG) to better characterize and correlate the age and gender information of subjects, and in [28], they proposed an ordinary preserving manifold analysis approach to seek a low-dimensional discriminative subspace for age estimation tasks.

Ordinary preserving manifold analysis [28] aims to seek a low-dimensional subspace such that the samples with similar label values (i.e., small age difference) are projected to be as close as possible, and those with dissimilar label values (i.e., large age difference) are projected to be as far as possible, simultaneously.

In this paper, a damage index is designed by performing manifold distance analysis on vibration signal.

It is well known that the eigenvalues and eigenfunctions of the Laplacian play an important role in global differential geometry since they reveal important relations between geometry of the manifold and analysis.

In this paper, we propose a Multi-Manifold Discriminant Analysis (MMDA) method for an image feature extraction and pattern recognition based on graph embedded learning and under the Fisher discriminant analysis framework.

Fig. 1 a Optimized manifold for SI analysis of nitrate-N in stopflow mode.

The analytical procedure employed a multicommuted flow analysis manifold, using solenoid mini-pumps for fluid propulsion.