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It proceeds to develop a robust optimization model for the proposed problem, which aims to minimize the sum of the expected value of the random schedule deviation and its variability multiplied by a weighting value.
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For SVM, we deal with this imbalance through three ways: partition of the training data into blocks as introduced by Fu et al. [ 32], setting a weight value for positive instances, and both.
The data for six soil depths were aggregated by depth-weighted averaging (i.e. averaged by weighting values for each depth-interval).
(a) shows the spot position images, represented by the weighting values w n, whereas in (b), the product of w n with the y-component of the internal displacement field is depicted (see text for explanation).
The beam path is represented by the weighting values w n as shown for the twofold DM in Figure 5b.
By choosing a different weight value, the preference of the decision-maker is taken into account.
Also, the importance of the different aspects considered by the MDST has to be valued by a weighting procedure and alternative solutions should be considered.
The influence of each model is determined by a weighting factor φ: (1) The expected value μ of the second Gaussian distribution is equal to the average size of the lost fragments.
The classification prediction (whether an unseen example is classified as belonging to the intelligible or unintelligible class), is achieved by summing the activation values at each voxel multiplied by their associated weight value, and adding a bias term.
Furthermore, Table 4 illustrates how to measure the rank of a report to be broadcast, which has been adjusted by the weight value.
The fusion is achieved based on the minimization of the cost function by adding weight value matrix.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com