Self-organized division of labor in networks of forecasting models for time series with regime switches
| Autor: | Gygax, Gregory, Füchslin, Rudolf Marcel, Ott, Thomas |
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| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Předmět: | |
| Popis: | We present the idea of a self-organized division of labor in networks of forecasting models. We find that the principles of self-organizing maps provide a good starting point for building resilient machine learning systems based on our idea. The potential of the idea, benefits and challenges are discussed by means of two toy-like problems. |
| Databáze: | OpenAIRE |
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