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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
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Deep learning, predictability, and optimal portfolio returns
Babiak, Mykola; Baruník, Jozef - 2020
Persistent link: https://www.econbiz.de/10012542701
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Machine learning advances for time series forecasting
Masini, Ricardo P.; Medeiros, Marcelo C.; Mendes, Eduardo F. - 2020
In this paper we survey the most recent advances in supervised machine learning and highdimensional models for time … predictive ability are brie y reviewed. Finally, we discuss application of machine learning in economics and finance and provide …
Persistent link: https://www.econbiz.de/10012390030
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Reservoir computing vs. neural networks in financial forecasting
Georgopoulos, Spyros P.; Tziatzios, Panagiotis; … - In: International journal of computational economics and … 13 (2023) 1, pp. 1-22
Persistent link: https://www.econbiz.de/10014307624
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Analysis of the application of different forecasting methods for time series in the context of the aeronautical industry
Camargo, Antônio Augusto Rodrigues de; Oliveira, Mauri … - In: International journal of business forecasting and … 9 (2024) 3, pp. 300-317
Persistent link: https://www.econbiz.de/10015060709
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Predictive market making via machine learning
Haider, Abbas; Wang, Hui; Scotney, Bryan; Hawe, Glenn - In: Operations research forum 3 (2022) 1, pp. 1-21
Persistent link: https://www.econbiz.de/10012819335
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Deep reinforcement learning for inventory control : a roadmap
Boute, Robert N.; Gijsbrechts, Joren; Jaarsveld, Willem van - In: European journal of operational research : EJOR 298 (2022) 2, pp. 401-412
Persistent link: https://www.econbiz.de/10013206863
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Asset return prediction via machine learning
Zhang, Liangliang - In: Journal of mathematical finance 9 (2019) 4, pp. 691-697
Persistent link: https://www.econbiz.de/10012433454
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Predicting land prices and measuring uncertainty by combining supervised and unsupervised learning
Lee, Changro - In: International journal of strategic property management 25 (2021) 2, pp. 169-178
Persistent link: https://www.econbiz.de/10013415323
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High-dimensional learning under approximate sparsity with applications to nonsmooth estimation and regularized neural networks
Liu, Hongcheng; Ye, Yinyu; Lee, Hung Yi - In: Operations research 70 (2022) 6, pp. 3176-3197
Persistent link: https://www.econbiz.de/10014307657