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Table 4 Evaluation of dimension reduction.
Nevertheless, any form of dimension reduction would unavoidably discard information.
Usually, some sort of dimension reduction strategy is employed.
Similar approach of dimension reduction was used in [4].
Since X t) is infinite dimensional, some form of dimension reduction is essential in these problems.
The advantage of dimension reduction is also the major advantage of BEM over FEM.
Further possibilities of dimension reduction as well as model extensions are discussed.
It also has the advantage of dimension reduction while using SVM.
Let F be a function of dimension reduction or feature extraction of a time-series sequence.
Both factor analysis and principal component analysis are used for the purpose of dimension reduction.
In that case a multivariate modeling of the property can help by means of dimension reduction.
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