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The prefiltering approach provides a means for emphasizing certain ranges of the dynamics in the model, and thus constitutes a structured approach for defining weights in the accompanying weighted least-squares problem.
defining weights and composite search index, and 4).
We penalize similarity in larger subregion defining weights inversely proportional to the subregions size (Figures 1 and 2).
As the authors mentioned they could possibly improve upon the cosine similarity by testing other such methods for defining weights.
In the 'Application of proposed method in defining weights for dependent criteria' section, an empirical study is illustrated to demonstrate that the proposed method is useful.
In this way, we define the relative importance of each type of resource by defining weights (using methods like the swing weights).
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Principal component analysis was used to define weights for each variable.
User defined weights for clustering permit more or less influence to be given to particular components of the dissimilarity function.
Similarly, the graphs introduced by Burman et al. (2009) define weights for all intersection hypotheses and the procedures discussed in this paper can be applied using these weights.
Thus, in our study, the weights are computed using a linearly increasing distribution, which defines weights according to a maximum diversity criterion.
The ratio between the expected force caused by the defined weights and the measured force at the lead tip defines the system-immanent traction loss.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com