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Previous studies have mostly relied on parallelization and grid computing to decrease the computational time of MCSs.
In order to decrease the computational cost, only the neighbor measurements are considered for density computation.
Veugen [18] presented two improvements to decrease the computational cost of the DGK comparison protocol, namely an efficient method to compute XOR and an algorithm to mask less, which results in a lower number of exponentiations with positive exponent.
The restriction in model size was applied in order to decrease the computational cost.
The results suggest that smaller value thresholds slightly decrease the computational efficiency (about 10%).
The predicted probabilities of classes and specific words are estimated to decrease the computational complexity.
In order to decrease the computational complexity in fitness function we used Eq. (14).
Therefore, it is necessary to decrease the computational complexity of MVC.
Each stage can early reject a classification window as a nonface to decrease the computational complexity.
To decrease the computational demands, four multiplications by W 10 can be eliminated by approximations.
The algorithm can decrease the computational time in consequence of eliminating the number of infeasible solutions.
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