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isPartOf:"Applications of artificial intelligence in finance and economics"
~isPartOf:"Europäische Hochschulschriften / 5"
~isPartOf:"International journal of forecasting"
~isPartOf:"Working papers"
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Applications of artificial intelligence in finance and economics
Europäische Hochschulschriften / 5
International journal of forecasting
Working papers
International journal of production research
73
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61
Journal of forecasting
54
Physica A: Statistical Mechanics and its Applications
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Research in international business and finance
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Financial innovation : FIN
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Journal of economic dynamics & control
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ECONIS (ZBW)
135
USB Cologne (EcoSocSci)
8
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1
LSTM-ARIMA as a hybrid approach in algorithmic investment strategies
Kashif, Kamil
;
Ślepaczuk, Robert
-
2024
Persistent link: https://www.econbiz.de/10014634690
Saved in:
2
The hybrid forecast of S&P 500 volatility ensembled from VIX, GARCH and LSTM models
Roszyk, Natalia
;
Ślepaczuk, Robert
-
2024
Persistent link: https://www.econbiz.de/10014634883
Saved in:
3
Probabilistic hierarchical forecasting with deep Poisson mixtures
Olivares, Kin G.
;
Nganba Meetei, O.
;
Ma, Ruijun
;
Reddy, …
- In:
International journal of forecasting
40
(
2024
)
2
,
pp. 470-489
Persistent link: https://www.econbiz.de/10014547171
Saved in:
4
Application of machine learning in quantitative investment strategies on global stock markets
Grudniewicz, Jan
;
Ślepaczuk, Robert
-
2021
Persistent link: https://www.econbiz.de/10012816704
Saved in:
5
GARCHNet - Value-at-Risk forecasting with novel approach to GARCH models based on neural networks
Buczyński, Mateusz
;
Chlebus, Marcin
-
2021
Persistent link: https://www.econbiz.de/10012795155
Saved in:
6
Machine learning and fundraising : applications of artificial neural networks
Barro, Diana
;
Barzanti, Luca
;
Corazza, Marco
;
Nardon, …
-
2023
Persistent link: https://www.econbiz.de/10014534232
Saved in:
7
Mean absolute directional loss as a new loss function for machine learning problems in algorithmic investment strategies
Michańków, Jakub
;
Sakowski, Paweł
;
Ślepaczuk, Robert
-
2023
Persistent link: https://www.econbiz.de/10014448222
Saved in:
8
Hedging properties of algorithmic investment strategies using long short-term memory and time series models for equity indices
Michańków, Jakub
;
Sakowsk, Paweł
;
Ślepaczuk, Robert
-
2023
Persistent link: https://www.econbiz.de/10014448237
Saved in:
9
The performance of time series forecasting based on classical and machine learning methods for S&P 500 index
Uzzal, Maudud Hassan
;
Ślepaczuk, Robert
-
2023
Persistent link: https://www.econbiz.de/10014305886
Saved in:
10
Ensembled LSTM with walk forward optimization in algorithmic trading
Chojnacki, Karol
;
Ślepaczuk, Robert
-
2023
Persistent link: https://www.econbiz.de/10014308890
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