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ECONIS (ZBW)
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Early warning system for currency crises using
long
short-term
memory
and gated recurrent unit neural networks
Barthélémy, Sylvain
;
Rondeau, Fabien
;
Gautier, Virginie
-
2023
Persistent link: https://www.econbiz.de/10014334456
Saved in:
2
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:
3
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:
4
Colombian inflation forecast using
long
short-term
memory
approach
Cárdenas-Cárdenas, Julián Alonso
;
Cristiano-Botia, …
-
2023
Persistent link: https://www.econbiz.de/10014305175
Saved in:
5
Ensembled LSTM with walk forward optimization in algorithmic trading
Chojnacki, Karol
;
Ślepaczuk, Robert
-
2023
Persistent link: https://www.econbiz.de/10014308890
Saved in:
6
Forecasting realized volatility in turbulent times using temporal fusion transformers
Frank, Johannes
-
2023
predicting financial volatility and outperform
long
short-term
memory
networks and random forests when using pooling methods. The …
Persistent link: https://www.econbiz.de/10013552533
Saved in:
7
Investment portfolio optimization based on modern portfolio theory and deep learning models
Wysocki, Maciej
;
Sakowski, Paweł
-
2022
Persistent link: https://www.econbiz.de/10013473216
Saved in:
8
Machine learning for predicting stock return volatility
Filipović, Damir
;
Khalilzadeh, Amir
-
2021
distribution of stock returns. Finally, we show that our
long
short-term
memory
model outperforms other models by properly carrying …
Persistent link: https://www.econbiz.de/10012800743
Saved in:
9
Forecasting realized volatility using machine learning and mixed-frequency data (the case of the Russian stock market)
Pyrlik, Vladimir
;
Elizarov, Pavel
;
Leonova, Aleksandra
-
2021
Persistent link: https://www.econbiz.de/10013163805
Saved in:
10
Predicting prices of S&P500 index using classical methods and recurrent neural networks
Kijewskia, Mateusz
;
Ślepaczuk, Robert
-
2020
Persistent link: https://www.econbiz.de/10012322224
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