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Time Series Forecasting: Obtaining Long Term Trends with Self-Organizing Maps

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Figure

Figure 2. Comparison for the first 30 values be- be-tween the mean of the 1000 simulations (solid) and the true values of the test set (dashed),  to-gether with confidence intervals at 95% level  (dot-ted).
Figure 4. The code vectors and associated curves in the regressor (top) and deformation (bottom) spaces (when n 1 = 6 and n 2 = 8)
Figure 6. The Polish electrical consumption time series, between 1989 and 1996.
Figure 9. Plot of 100 simulations chosen at ran- ran-dom from the 1000 simulations.
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