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The upper and lower approximations of data success probabilities are derived using the stochastic geometry theory for the cooperative energy and data transfer system.
Step 4. If the algorithm has converged (i.e. if the cluster centres do not change any more, or after a pre-set number of iterations), terminate; otherwise, go to step 2. Strictly speaking, this algorithm does not implement all properties set out for rough sets [21] and hence belongs to the reduced interpretation of rough sets as lower and upper approximations of data [22].
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The exponential inactivation model gave an excellent approximation of data after 6 16 days from the beginning of the experiment.
The approximation of data distribution to normality was preliminarily tested.
A developable surface approximation procedure is employed to refine incident approximation planes of data points into developable strips.
Its discretization by a difference scheme makes it particularly easy to incorporate (appropriate approximations of) known data points.
If an Activity Area contains pixels, this gives samples from frame to, which leads to improved approximations of the data distributions, as well as better change detection performance.
> -wrap-foot> Hosmer–Lemeshow goodness-of-fit tests showed that the fully adjusted Models 1 3 were reasonable approximations of the data (P > 0.05 in each case).
The approximation of the data distribution for data that is not considered i.i.d. is very cumbersome, making this assumption necessary for practical purposes as well.
Then, SVM, Rocchio and Naive Bayes algorithms are used as base classifiers to construct an ensemble classifier, which runs iteratively and exploits margins between positive and negative data to progressively improve the approximation of negative data.
The suboptimal performance of wavelets with regard to the approximation of multivariate data gave rise to new representation systems, specifically designed for data with anisotropic features.
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CEO of Professional Science Editing for Scientists @ prosciediting.com