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Cryptocurrency price and volatility predictions with machine learning

Poudel, Samir; Paudyal, Rajendra; Cankaya, Burak; … - In: Journal of marketing analytics : JMA 11 (2023) 4, pp. 642-660

Persistent link: https://www.econbiz.de/10014537300

Relaxation and self-supervised machine learning for the hybrid flow shop assignment problem

Tonnius, Annika; Martin, Robert J. - In: Logistics research 16 (2023) 1, pp. 1-16

We present an approximation method for the hybrid flow shop scheduling problem based on relaxation and machine learning techniques. Our model combines a suitable relaxation of the objective function to a continuous solution space with a self-supervised learning method for neural networks, which...

Persistent link: https://www.econbiz.de/10014514881

Predicting KC-135R aircraft availability with aircraft metrics

Jordan, Johnathan A.; Etemadi, Amir; Grenn, Michael W. - In: IEEE transactions on engineering management : EM 69 (2022) 6,2, pp. 3864-3873

Persistent link: https://www.econbiz.de/10013548740

A machine learning approach to portfolio pricing and risk management for high-dimensional problems

Fernandez-Arjona, Lucio; Filipović, Damir - In: Mathematical finance : an international journal of … 32 (2022) 4, pp. 982-1019

Persistent link: https://www.econbiz.de/10013463383

Predicting stock return and volatility with machine learning and econometric models : a comparative case study of the Baltic stock market

Nõu, Anders; Lapitskaya, Darya; Eratalay, M. Hakan; … - In: International journal of computational economics and … 13 (2023) 4, pp. 446-489

Persistent link: https://www.econbiz.de/10014439728

Stock picking with machine learning

Wolff, Dominik; Echterling, Fabian - In: Journal of forecasting 43 (2024) 1, pp. 81-102

Persistent link: https://www.econbiz.de/10014443186

Identifying insurance companies' business models in Ukraine : cluster analysis and machine learning

Tarnavskyi, Oleksandr; Kolomiiets, Viktor - In: Visnyk Nacionalʹnoho Banku Ukraïny (2021) 252, pp. 37-55

Persistent link: https://www.econbiz.de/10014388655

Do artificial neural networks provide improved volatility forecasts : evidence from Asian markets

Sahiner, Mehmet; McMillan, David G.; Kambouroudis, Dimos - In: Journal of economics and finance : JEF 47 (2023) 3, pp. 723-762

Persistent link: https://www.econbiz.de/10014380680

Machine learning advances for time series forecasting

Masini, Ricardo P.; Medeiros, Marcelo C.; Mendes, Eduardo F. - In: Journal of economic surveys 37 (2023) 1, pp. 76-111

Persistent link: https://www.econbiz.de/10014287800

Machine learning vs. economic restrictions : evidence from stock return predictability

Avramov, Doron; Cheng, Si; Metzker, Lior - In: Management science : journal of the Institute for … 69 (2023) 5, pp. 2587-2619

Persistent link: https://www.econbiz.de/10014305426