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Specific characteristics of already existent samples are utilized, a solution set is created, and the optimum solution is selected.
So, semi-supervised discriminant analysis has attracted much attention in recent years, where both few labeled samples and many unlabeled samples are utilized during learning process.
In-situ micrographic observations obtained during tensile and bending tests performed on chemical vapor infiltrated SiC/SiC samples are utilized to identify cracking mechanisms.
Notably, in (32), only samples are utilized to estimate the frequency to reduce the computational load and save time for the subsequent system operation.
ANFIS is a type of adaptive multi-layered feedforward networks [23], applied to nonlinear prediction where past data samples are utilized to predict the data samples ahead.
FFPE tissues represent an irreplaceable and under-utilized library of the trancriptomes of large patient populations with long-term clinical follow-up, and such samples are utilized for virtually all routine pathology tests.
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Forty samples were sent for metabolic profiling analysis (n = 20 per group), and another 40 samples were utilized for cell culture and phenotype analysis (n = 20 per group).
For immunohistochemistry analysis (for example, Supplementary Fig. 1f,g), multiple images were taken from different fields on each slide, and 1 or 2 HPCa samples were utilized.
To select various RBF parameters, the class membership information of training samples is utilized to produce new cluster classes.
As a proof-of-concept demonstration of the function, the as-prepared samples were utilized as gas-sensing materials to explore their potential applications.
A database of 150 Saudi Arabian crude oil samples was utilized.
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