Global and decomposition evolutionary support vector machine approaches for time series forecasting
Multi-step ahead Time Series Forecasting (TSF) is a key tool for support- ing tactical decisions (e.g., planning resources). Recently, the support vector machine emerged as a natural solution for TSF due to its nonlinear learning capabilities. This paper presents two novel Evolutionary Support Vecto...
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| Formato: | article |
| Idioma: | eng |
| Publicado em: |
2014
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| Texto completo: | http://hdl.handle.net/1822/31000 |
| País: | Portugal |
| Oai: | oai:repositorium.sdum.uminho.pt:1822/31000 |