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For complex multi-component signals of various morphological contents, the commonly used basis expansion based signal processing method lacks adaptability and flexibility, thus being ineffective to extract the embedded meaningful information.
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We chose the commonly used radial basis function (RBF) kernel, which can be written as: (3) with hyperparameters α and γ.
The solar cycle told farmers the best times for sowing and harvesting crops, while the lunar cycle was commonly used as the basis for civic obligations.
In optics, Zernike orthonormal polynomials are commonly used as a basis set for the expansion of wavefront phase distortions.
In in vitro studies, changes in the general morphology of cells under the effects of medicaments are commonly used as a basis for judgment of drug effects and to identify the way of cell death [31].
For microbial organisms, genome sequences are now commonly used as a basis for determining phylogenetic relationships.
Phenotype is commonly used as the basis for selecting subjects for biomedical and epidemiological research of complex disease.
In fact, significant similarity is commonly used as a basis to assemble datasets; the most common strategies use the BLAST family of algorithms (Altschul et al., 1990).
As serotypes are commonly used as the basis for defining transmission, we were interested in the frequency with which a molecular analysis may confound the analysis of transmission.
The N balance is commonly used as the basis for estimating protein requirements in healthy individuals [ 64, 65] and in patients [ 66- 68].
Read codes form a hierarchical system for recording morbidity types as well as symptoms, processes of care, and administrative information, and are commonly used as the basis of consultation recording in UK general practice.
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