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The Use of LSTM Neural Networks to Implement the NARX Model. A Case Study of EUR-USD Exchange Rates

The paper focuses on financial data forecasting in terms of one-step-ahead nonlinear model with exogenous inputs. The main aim is the development of a methodology to forecast the exchange rate between EURO and US Dollar. The prediction task is carried out by two recurrent neural networks, the standa...

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Bibliografische gegevens
Hoofdauteurs: Catalina Lucia COCIANU, Mihai-Serban AVRAMESCU
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Inforec Association 2020-01-01
Reeks:Informatică economică
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Online toegang:http://revistaie.ase.ro/content/93/01%20-%20cocianu,%20avramescu.pdf
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