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PNN based model was implemented with the PNN learner and predictor nodes in KNIME (Additional file 1: Figure S5).
RF based model was implemented using the Tree Ensemble Learner and Predictor nodes in KNIME (Additional file 1: Figure S4), which is similar to the RF classifier [49].
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While the agent-based model was implemented in the programming language Java, additional capabilities from the JGraphTc and RepastJd add-on libraries are used for the analysis.
Descriptive analyses and conventional Cox's PH regression were performed using the SAS statistical package (SAS Institute Inc., Cary, NC, USA), while the flexible spline-based model was implemented with a customised programme (Abrahamowicz and MacKenzie, 2007) written in the C programming language (Abrahamowicz et al, 1996).
SVM-based models were implemented based on their demonstrated classification capability and robustness [ 46].
For modeling of the reactor performance, a single particle model based on the uniform site model was implemented in a reactor environment model.
The numerical model was implemented based on the Coupled Eulerian-Lagrangian Model (CEL) built-in Abaqus/Explicit finite element software.
The developed three-dimensional, energy based, anisotropic, stiffness reduction damage model was implemented within Abaqus as a user constitutive model and within the Generalized Method of Cells.
The explicit finite element method, in which a volume fraction based elastic plastic model (the TTO model) was implemented for the functionally graded materials, was used to simulate their drop-weight impact tests.
In the first region, managed diabetes care based on the Chronic Care Model was implemented, characterized by centralized organization, coordination, responsibility and centralized annual assessment.
The physically based Water Erosion Prediction Project (WEPP) model was implemented using actual soil and climate data from Central Chile to generate a soil loss database for many VFS designs.
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