The disagreement among the models that compose the ensemble can be generated when they are built under different circumstances, such as training dataset, parameter setting and selection of learning algorithms.
The rest of this article is organized as follows: the framework is presented in Section 'Modeling and simulation framework' as well as the models that compose the WSN node architecture.
For this viewpoint, since different agents localized in the same coordinated point Z k can be motivated by different attractive areas, each velocity field effect should be individuated and included into the KFs' dynamic models that compose the proposed bank of filters as shown (13): A_{s} : = (X_{k+Delta k} = FX_{k} + BU_{k}^{s} + w_{k}), (13).
n x is the number of unit models that compose the higher layer network.
The maximum (MAX operator) values among the values provided for each compound by the independent classifiers that compose the ensemble and the average (AVE) of the two values provided for each compound by the two independent models that compose the ensemble were used as data fusion schemes.
A disaggregation technique proposed by Iyer and Grossmann (Industrial and Engineering Chemistry Research, 37, 474 481, 1998) is applied to the model that is composed of assignment and planning subproblems.
The approach relies on a kernel model that is composed by an "emissivity kernel" and a "solar kernel", associated to observation angle anisotropy and to shadowing/sunlit effects on the surface, respectively.
This system regards each part model of a deformable part model (DPM) detected human [30] as a kernel, where the DPM represents a human object by a so-called star model, that is composed of a coarse root filter and several higher resolution part filters as shown in Fig. 7, and adopts the deformation cost provided by the DPM detector to restrict the displacement of kernels during human tracking.
We propose a predictive model that is composed of four sub-models, each assigned to one of the outputs P, N , D and CA. We use the same set of input variables in all sub-models.
Therefore, in this study we use EpiDermFT, which is a three-dimensional full thickness skin model that is composed of normal human epidermal keratinocytes (NHEK) and normal human dermal fibroblasts (NHDF).
