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Second, only a neural network (NN) is employed to compensate for all the unknown parts in each backstepping design procedure to reduce the number of adaptive parameters, so that a more simplified controller is proposed.
Second, only a neural network is employed to compensate for all the unknown parts in each backstepping design procedure to reduce the number of adaptive parameters, so that a more simplified controller is proposed.
However, we perform an additional procedure to reduce the number of the candidates of the regions in order to lower the computational cost of our method.
For selection, we applied the standard J5 metric with threshold 4 and optional 4 iterations of the Jackknife procedure to reduce the number of false-positive differential genes [ 13].
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A procedure intended to reduce the number of differential equations that must be solved during the solution process is proposed.
This filtering procedure aims to reduce the number of false positives corresponding either to low quality and common variants.
A recursive procedure is proposed to reduce the number of matrix inversions.
The initial statistical procedure was conducted to reduce the number of variables used in hypothesis testing.
A stepwise backward procedure then served to reduce the number of variables.
Although this procedure is expected to reduce the number of edges in comparison to the weighted network, the total number of genes is not substantially affected.
All procedures were conducted to reduce the number of mice used when possible and to reduce their level of pain and discomfort as much as possible.
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