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Fractional Neuro-Sequential ARFIMA-LSTM for Financial Market Forecasting

Forecasting of fast fluctuated and high-frequency financial data is always a challenging problem in the field of economics and modelling. In this study, a novel hybrid model with the strength of fractional order derivative is presented with their dynamical features of deep learning, long-short term...

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Autors principals: Ayaz Hussain Bukhari, Muhammad Asif Zahoor Raja, Muhammad Sulaiman, Saeed Islam, Muhammad Shoaib, Poom Kumam
Format: Artigo
Idioma:Inglês
Publicat: IEEE 2020-01-01
Col·lecció:IEEE Access
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Accés en línia:https://ieeexplore.ieee.org/document/9057460/
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