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isPartOf:"Applications of artificial intelligence in finance and economics"
~isPartOf:"International journal of forecasting"
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Neural networks
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Ślepaczuk, Robert
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Weron, Rafał
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Applications of artificial intelligence in finance and economics
International journal of forecasting
Working papers
International journal of production research
64
Computational economics
58
Journal of forecasting
54
Physica A: Statistical Mechanics and its Applications
47
Risks : open access journal
43
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Europäische Hochschulschriften / 5
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Technological forecasting & social change : an international journal
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Renewable Energy
24
International journal of business information systems : IJBIS
22
Computer Science Preprint Archive
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Energy economics
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International journal of networking and virtual organisations : IJNVO
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International journal of production economics
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Computers & operations research : and their applications to problems of world concern ; an international journal
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MPRA Paper
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International Journal of Energy Economics and Policy : IJEEP
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Research in international business and finance
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Journal of information & knowledge management : JIKM
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Risks
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Discussion paper / Tinbergen Institute
15
Financial innovation : FIN
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International journal of productivity and quality management : IJPQM
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Journal of business research : JBR
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Journal of modelling in management
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Water Resources Management
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Intelligent systems in accounting finance and management : international journal
14
Journal of economic dynamics & control
14
The European journal of finance
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IEEE transactions on engineering management : EM
13
International journal of economics and finance
13
Journal of econometrics
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Journal of retailing and consumer services
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Journal of the Operational Research Society
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102
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1
Probabilistic hierarchical forecasting with deep Poisson mixtures
Olivares, Kin G.
;
Meetei, O. Nganba
;
Ma, Ruijun
;
Reddy, …
- In:
International journal of forecasting
40
(
2024
)
2
,
pp. 470-489
Persistent link: https://www.econbiz.de/10014547171
Saved in:
2
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:
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
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:
5
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:
6
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:
7
Ensembled LSTM with walk forward optimization in algorithmic trading
Chojnacki, Karol
;
Ślepaczuk, Robert
-
2023
Persistent link: https://www.econbiz.de/10014308890
Saved in:
8
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:
9
A comparison of LSTM and GRU architectures with novel walk-forward approach to algorithmic investment strategy
Baranochnikov, Illia
;
Ślepaczuk, Robert
-
2022
Persistent link: https://www.econbiz.de/10013473692
Saved in:
10
Daily and intraday application of various architectures of the LSTM model in algorithmic investment strategies on Bitcoin and the S&P 500 Index
Kryńska, Katarzyna
;
Ślepaczuk, Robert
-
2022
Persistent link: https://www.econbiz.de/10013473995
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