Sentence examples for based on principle component from inspiring English sources

Our segmentation approach requires a torso bone shape model based on principle component analysis (PCA).

Ong et al. [76] presented a channel selection algorithm for visual evoked potentials (VEP) based on principle component analysis (PCA).

There are other single channel normalization methods not considered here, such as normalization based on principle component analysis [45].

Based on principle component analysis and conditional association tests adjusted for "body fatness" measures, we observed evidences to support the pleiotropic effects of FTO gene on fat-free mass, such as frame size and muscle mass as indicated by UAW and UAC, respectively.

A limitation, noted with respect to previous validity research, is that the JSPE has only been examined using an EFA approach based on principle component analysis.

The amount of variance contributed by each eigenvector (factor) can be reflected by the proportion of eigenvalue over the sum of all eigenvalues based on principle component analysis (PCA).

Based on principle-component analysis, we included all questions from our original 7-item scales scale in the creation of a "stress score" variable, except for the question about feeling worried or concerned, as it had a low loading in this analysis (0.43).

A bioinformatics method was used to analyze F/10 and G/11 xylanase basing on principle component analysis, and a model was made to classify between these two folds with an ideal result.

To improve the retrieval accuracy, three types of multi-parameter observations based on the principle component analysis (PCA), minimum variance (MV) estimator and Back Propagation (BP) network are implemented.

The results indicate that compared to the best results of the single-parameter observation, the approaches based on the principle component analysis and minimum variance could not significantly improve retrieval accuracy, however, the BP networks obtain improvement with the RMSE of 2.55 m/s and 2.53 m/s for single- and full-frequency waveform, respectively.

Each asset is assigned a weight based on the principle component analysis.