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Stochastic ordinary and partial differential equations (SOPDEs) in various forms arise and are successfully utilized in the modeling of a variety of physical and engineered systems such as telecommunication systems, electronic circuits, cosmological systems, financial systems, meteorological and climate systems.
Since the Institute of Transportation Engineers ITEE) trip generation rates and Highway Capacity Manual (HCM) are both utilized in the modeling process, the analysis scope and results are consistent with those of common traffic impact studies and other short-range, localized transportation improvement programs.
One drawback with GSEA is that it considers each pathway separately and the pathway information is not utilized in the modeling stage.
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Three variants of online ELM are utilized in the model update process for comparison.
Political and economic variables are utilized in the model, and significant variables are identified through further analysis and statistical procedures.
In particular, rates of RSV-H utilized in the model were limited to the pivotal RCTs conducted in a multinational setting more than a decade ago.
The additionally installed capacities in the Flex-BE scenario have been fully utilized in the modelling to reduce maximum RL over the course of the 2-year time series.
The AI techniques utilized in the models are: Time-Delayed Neural Networks (TDNN), Nonlinear Auto-Regressive eXogenous (NARX) neural networks, Gaussian-Mixture Models Regression (GMMR), Adaptive Neuro-Fuzzy Inference Systems (ANFIS) and Polynomial Classifier Regression (PCR).
Table 1 Mechanical properties of the teeth and bone, utilized in the model Material Young's modulus (MPa) Poisson's ratio Enamel 84,100a 0.20a Dentine 18,600a 0.31a Cortical bone 13,800a 0.26a Cancellous bone 345a 0.31a Pulp 2b 0.45b Stainless steel 20,0000c 0.30c aJones et al. (2001) bQian et al. (2008) cKojima and Fukui (2006).
Independent variables for each model were limited to 10 [ 20] and all-ways elimination was utilized in the model-building process [ 21].
The disease cost data utilized in the model were derived from a recent study on the cost-effectiveness of PCV7 in Shanghai and are based on data from Shanghai area hospitals [ 23].
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