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isPartOf:"Applications of artificial intelligence in finance and economics"
~isPartOf:"International journal of production economics"
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Neural networks
49
Neuronale Netze
49
Forecasting model
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Prognoseverfahren
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Theorie
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Theory
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Artificial intelligence
10
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Ślepaczuk, Robert
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Chlebus, Marcin
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Lacerda, Daniel Pacheco
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Michańków, Jakub
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Applications of artificial intelligence in finance and economics
International journal of production economics
Working papers
International journal of forecasting
82
International journal of production research
73
Computational economics
61
Journal of forecasting
54
Physica A: Statistical Mechanics and its Applications
47
Risks : open access journal
46
European journal of operational research : EJOR
42
Journal of risk and financial management : JRFM
38
Mathematics and Computers in Simulation (MATCOM)
35
Decision analytics journal
34
Europäische Hochschulschriften / 5
34
Technological forecasting & social change : an international journal
33
Quantitative finance
31
Energy economics
25
Renewable Energy
24
International journal of business information systems : IJBIS
22
Journal of information & knowledge management : JIKM
22
Computer Science Preprint Archive
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International journal of networking and virtual organisations : IJNVO
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Computers & operations research : and their applications to problems of world concern ; an international journal
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International Journal of Energy Economics and Policy : IJEEP
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MPRA Paper
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Research in international business and finance
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Finance research letters
16
Financial innovation : FIN
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Journal of economic dynamics & control
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Journal of modelling in management
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Risks
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Discussion paper / Tinbergen Institute
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International journal of productivity and quality management : IJPQM
15
Journal of business research : JBR
15
Water Resources Management
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Working paper
15
Intelligent systems in accounting finance and management : international journal
14
Journal of the Operational Research Society
14
The European journal of finance
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Discussion paper
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Discussion papers / CEPR
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ECONIS (ZBW)
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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
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:
4
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:
5
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:
6
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:
7
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:
8
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:
9
Ensembled LSTM with walk forward optimization in algorithmic trading
Chojnacki, Karol
;
Ślepaczuk, Robert
-
2023
Persistent link: https://www.econbiz.de/10014308890
Saved in:
10
Investment portfolio optimization based on modern portfolio theory and deep learning models
Wysocki, Maciej
;
Sakowski, Paweł
-
2022
Persistent link: https://www.econbiz.de/10013473216
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