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Features utilized in the algorithm are based on parameters, which qualitatively estimate mean and Gaussian curvatures.
If the local decisions of the coarse detection are utilized in the algorithm, its energy efficiency can be improved.
This demonstrates successful application of particle filter method for the estimation of moving mass when experimentally acquired data are utilized in the algorithm.
By considering the Radial basis function neural networks (RBFNN), the unknown functions are approximated, the mean value theorem is utilized in the algorithm design process.
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The non-negative constraint S + is utilized in the HIO algorithm, and the HIO MATLAB codes can be downloaded from https://github.com/leeneil/ghio-matlab.
The QLCP considers both the quantity and quality of the overlapping point set, and improved the verification robustness w.r.t. the LCP measure utilized in the 4PCS algorithm [8].
This is due to the improved criteria for evaluating the violation degrees of various constraints and the robustness-based preferential guidelines utilized in the proposed algorithm.
To establish an optimal feature set utilized in the RDN algorithm, more specifically in the calculation of the Euclidean distance between the compounds in the P-gp dataset, different thresholds of feature ranking using ReliefF were applied, namely the top 20, 50, 100 and 200 features as well as the entire feature set of 334 molecular descriptors.
An optimal set of reference genes was identified based on the expression stability measure M as utilized in the GeNorm algorithm.
The LASSO algorithm was used due to its shrinkage properties and the mean rank correlation across the subset of SNP utilized in the GBM algorithm between single marker, GBM and the LASSO analysis was 0.60.
Both linear and nonlinear structure-property relationships, expressed in terms of group contributions (GCs) and/or topological indices (TIs), can be utilized in this algorithm.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com