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Due to the reduced data traffic, the traffic congestion problem could be alleviated gradually.
The reduced data were levelled based on cross-over differences at line intersections.
MANOVA is then employed on the reduced data to analyze the screening design.
2.3 The reduced data are then normalized using the min max operator (Eq. 3) to lie between 0 and 1.
The actual choice of the reduced data set and the weights plays no role in our theoretical consideration.
The reduced data are then normalized using the min max operator (Eq. 3) to lie between 0 and 1.
Furthermore, we feed the reduced data into Support Vector Machine (SVM) for conducting the identification of Alzheimer׳s Disease (AD).
The picture of magnetic anomalies in the reduced data in Fig. 1(a) is coherent and similar to the levelled and gridded data in Fig. 2(a).
Following the dimensionality reduction, the reduced data set was exported and used for building the prediction models using machine learning algorithms discussed in the previous section.
Using LIST69 and the reduced data, the differences of means of these combined scores were calculated in dependent t-tests (listwise exclusion of cases, level of significance 0.05).
The effective data fusion can reduce the energy consumption, while the reduced data amount is determined by the data coefficient relativity.
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CEO of Professional Science Editing for Scientists @ prosciediting.com