Liu [12] applied forecasting combination to optimize results, which tended to manifest a great boost in performance.
The proposed adaptive method forms a correction function according to real observations and consequently applies forecasts to revise a desired prognosis in a selected locality.
The obtained granular model is applied to forecast three real-world time series.
The proposed model is also applied to forecast Mackey-glass chaotic time series data.
In this context, many methods can be applied to forecast renewables energy production.
After decomposing heterogeneous data points into several homogenous regions, support vector regression (SVR) is applied to forecast financial indices.
OSELM was applied to forecast daily streamflow at two small watersheds in British Columbia, Canada, at lead times of 1 3 days.
The finite element method and factorial experimental design are applied to forecast which of the parameters has the most influence on long-term reservoir productivity.
Although the support vector machine (SVM) can be applied to forecast solar radiation, it includes a large number of redundant variables.
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.
