Chinese Currency Exchange Rates Forecasting with EMD-Based Neural Network

Figure 2

An example of the EMD(-1)-MLP model. We decompose a time series data by the EMD and generate n IMF components, , and one residue . We sum all decompositions except to produce a new time series data. Then, the MLP is applied to compute the prediction.