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isPartOf:"Applications of artificial intelligence in finance and economics"
~isPartOf:"International journal of forecasting"
~isPartOf:"Working papers"
~subject:"Zeitreihenanalyse"
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Zeitreihenanalyse
Neural networks
109
Neuronale Netze
109
Forecasting model
94
Prognoseverfahren
94
Theorie
54
Theory
54
Time series analysis
40
Artificial intelligence
23
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Aktienindex
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Neural network
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Teräsvirta, Timo
5
Weron, Rafał
4
Ślepaczuk, Robert
4
Crone, Sven F.
3
Dijk, Dick van
3
Marcjasz, Grzegorz
3
Medeiros, Marcelo C.
3
Barrow, Devon K.
2
Bergmeir, Christoph
2
Kock, Anders Bredahl
2
Nikolopoulos, Konstantinos
2
Novales, Alfonso
2
Uniejewski, Bartosz
2
Abolghasemi, Mahdi
1
Andrawis, Robert R.
1
Assimakopoulos, V.
1
Assimakopoulos, Vassilis
1
Atiya, Amir F.
1
Baker, Lee C.
1
Bandara, Kasun
1
Bastos, Bruno Quaresma
1
Binner, Jane M.
1
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1
Carvalho, Francisco de A. T. de
1
Challu, Cristian
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Chen, Pengzhan
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Chiew, Ernest
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Choong, Shin Siang
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Darbellay, Georges A.
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Dubois, Eric
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1
El-Shishiny, Hisham
1
Elger, Thomas
1
Fabregas, Aldo
1
Gajda, Janusz
1
Ghiassi, M.
1
Hewamalage, Hansika
1
Hibon, Michèle
1
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1
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Applications of artificial intelligence in finance and economics
International journal of forecasting
Working papers
Computational economics
13
Journal of forecasting
11
Risks : open access journal
7
Econometric reviews
5
Energy economics
4
European journal of operational research : EJOR
4
International Journal of Energy Economics and Policy : IJEEP
4
International journal of economics and finance
4
Neural networks in business forecasting
4
Texto para discussão / Pontifícia Universidade Católica do Rio de Janeiro, Departamento de Economia
4
Advances in business and management forecasting
3
CREATES research paper
3
Data science and management : DSM
3
Decision analytics journal
3
Digital finance : smart data analytics, investment innovation, and financial technology
3
Discussion paper / Tinbergen Institute
3
Europäische Hochschulschriften / 5
3
Financial innovation : FIN
3
Finanzmarktanalyse und -prognose mit innovativen quantitativen Verfahren : Ergebnisse des 5. Karlsruher Ökonometrie-Workshops
3
International journal of computational economics and econometrics : IJCEE
3
International journal of production research
3
Journal of business economics and management
3
Journal of modelling in management
3
Journal of risk and financial management : JRFM
3
Research in international business and finance
3
Review of quantitative finance and accounting
3
SSE EFI working paper series in economics and finance
3
Studies in nonlinear dynamics and econometrics : SNDE ; quarterly publ. electronically on the internet
3
Working paper / Department of Econometrics and Business Statistics, Monash University
3
Amfiteatru economic : an economic and business research periodical
2
Borsa Istanbul Review
2
Economic modelling
2
Empirical economics : a quarterly journal of the Institute for Advanced Studies
2
FAU discussion papers in economics
2
Forschungsergebnisse der WU Wirtschaftsuniversität Wien
2
International economics : a journal published by CEPII (Center for research and expertise on the world economy)
2
International journal of financial engineering
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1
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:
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
Saved in:
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
Saved in:
4
Machine learning applications in hierarchical time series forecasting : investigating the impact of promotions
Abolghasemi, Mahdi
;
Tarr, Garth
;
Bergmeir, Christoph
- In:
International journal of forecasting
40
(
2024
)
2
,
pp. 597-615
Persistent link: https://www.econbiz.de/10014547185
Saved in:
5
Deep probabilistic Koopman : long-term time-series forecasting under periodic uncertainties
Mallen, Alex T.
;
Lange, Henning
;
Kutz, J. Nathan
- In:
International journal of forecasting
40
(
2024
)
3
,
pp. 859-868
Persistent link: https://www.econbiz.de/10014547213
Saved in:
6
Short-term stock price trend prediction with imaging high frequency limit order book data
Ye, Wuyi
;
Yang, Jinting
;
Chen, Pengzhan
- In:
International journal of forecasting
40
(
2024
)
3
,
pp. 1189-1205
Persistent link: https://www.econbiz.de/10014547269
Saved in:
7
Comparison of the accuracy in VaR forecasting for commodities using different methods of combining forecasts
Lis, Szymon
;
Chlebus, Marcin
-
2021
Persistent link: https://www.econbiz.de/10012795166
Saved in:
8
Neural basis expansion analysis with exogenous variables : forecasting electricity prices with NBEATSx
Olivares, Kin G.
;
Challu, Cristian
;
Marcjasz, Grzegorz
; …
- In:
International journal of forecasting
39
(
2023
)
2
,
pp. 884-900
Persistent link: https://www.econbiz.de/10014465161
Saved in:
9
Deep learning models for visibility forecasting using climatological data
Ortega, Luz C.
;
Otero, Luis Daniel
;
Solomon, Mitchell
; …
- In:
International journal of forecasting
39
(
2023
)
2
,
pp. 992-1004
Persistent link: https://www.econbiz.de/10014465190
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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