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The multivariate analysis we have implemented to the data could aid clinicians and diagnosticians to approach patients with different characteristics.
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The HGAPSO-ANN model is implemented to the experimental data from one of northern Persian Gulf oil field.
Then, STFFT is implemented to the converted data series to obtain their spectra X k,t) (k means frequency band and t indicates time).
Moreover, the T S fuzzy model is implemented to the practical data of hydroelectric generating units (HGU), and preponderant trajectory matching performance has also been achieved when utilizing the proposed method.
CSC is implemented to the training data set so that each training instance is reweighted according to the costs assigned to each class.
SMOTE is implemented to the training data set to increase the number of instances in the minority class by creating new synthetic instances.
Under-sampling is implemented to the training data set to balance class distribution through the random elimination of majority class instances.
Firstly, the sparsity-driven SA-ISAR imaging method is implemented to the range-compressed data without any autofocus methods.
Thus, range alignment is implemented to the range-compressed SA data firstly by some novel approaches [9 11], which are proven to be effective even for SA data.
Therefore, our method is ready to be implemented to the microarray cell cycle data sets from different species.
This paper reports primarily on the activities implemented to improve the data systems and processes for HIV data.
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