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~person:"Baah, Alexander"
~person:"Ślepaczuk, Robert"
~subject:"Financial market"
~subject:"Forecasting model"
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Baah, Alexander
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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
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2
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
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3
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
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4
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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5
The efficiency of various types of input layers of LSTM model in investment strategies on S&P500 index
Thi Thu Giang Nguyen
;
Ślepaczuk, Robert
-
2022
Persistent link: https://www.econbiz.de/10013474013
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6
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:
7
Application of machine learning in algorithmic investment strategies on global stock markets
Grudniewicz, Jan
;
Ślepaczuk, Robert
- In:
Research in international business and finance
66
(
2023
),
pp. 1-24
Persistent link: https://www.econbiz.de/10014463386
Saved in:
8
Credit risk classification in Peer-to-Peer marketplaces : the nexus of Neural Network approach
Baah, Alexander
;
Tan, Zhongming
;
Ding, Guoping
; …
- In:
Business and Economic Research : BER
10
(
2020
)
1
,
pp. 196-209
Persistent link: https://www.econbiz.de/10012219865
Saved in:
9
Artificial Neural Networks Performance in WIG20 Index Options Pricing
Wysockia, Maciej
;
Ślepaczuk, Robert
-
2020
Persistent link: https://www.econbiz.de/10012322176
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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