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Finally, the model is applied to forecast the behavior of a two-factor affine model.

The obtained granular model is applied to forecast three real-world time series.

After decomposing heterogeneous data points into several homogenous regions, support vector regression (SVR) is applied to forecast financial indices.

The value of some key parameters in the multi-cycle generalized Weng model which is applied to forecast global oil supply is listed as follows (Table 1).

In this paper, a predictive model based on a variant of the multi-cyclic Hubbert approach is applied to forecast future trend in OPEC oil production.

To demonstrate the applicability and value of the proposed methodology, it is applied to forecast the evolution of plastic housing waste from flat panel display (FPD) TVs, FPD monitors, cathode ray tube (CRT) TVs and CRT monitors.

Probabilistic methods can be applied to forecast volcanic activity across different timescales.

In this context, many methods can be applied to forecast renewables energy production.

Theoretically, prediction of global irradiance can be applied to forecast the energy production of PV power plant.

Adaptive neuro fuzzy inference system (ANFIS) model [13] has been applied to forecast Internet traffic time series in [14].

During this research, multilayer ANN has been applied to forecast the input and outputs of each DMU in 5 years.