In homogeneous and detail regions, the traditional 4-connected neighbourhood diffusion discretization equation is performed to update I x, y, t); while in edge regions, the 8-connected neighbourhood diffusion discretization equation (28) is performed to update I x, y, t). .
In each community, ICT tests were performed to update the prevalence of LF in this area, and night blood smears realized to collect baseline parasitological data to monitor the success of the LF control program [ 8].
If a novel pathway is proven by further studies including experimental validation, the evolutionary parameter optimization is performed to update the parameters based on the experimental data; the parameter optimization is explained in Parameter optimization.
With the significant recent advances in embedded systems and the related real-time computing capabilities, online or real-time, model updating can be performed to inform decision making and controller actions.
First, for a given estimation of the parameter set at iteration t, a classification is performed to obtain updated class labels.
A conditional operation is performed to determine whether or not to update the synaptic weights.
The NS-EnKF is chosen to deal with the non-gaussianity of the data by applying a normal-score transformation to each variable for all locations and all time steps, prior to performing the updating step in EnKF. Figure 1 gives general overview of the operations which are performed to apply the resource model updating framework.
An evaluation of the predictor (presented initially in Kaplan et al., 2007) was performed to test the impact of updating the training sets (UniProtKB release 15.13).
