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ORCIDElia Yathie Matsumoto
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Journal Articles
- 2022
[j3]Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez
, Claudia Emiko Yoshinaga, Afonso de Campos Pinto:
Forecasting US dollar exchange rate movement with computational models and human behavior. Expert Syst. Appl. 194: 116521 (2022)- [j2]Leonardo Kanashiro Felizardo, Francisco Caio Lima Paiva, Catharine de Vita Graves, Elia Yathie Matsumoto, Anna Helena Reali Costa, Emilio Del-Moral-Hernandez, Paolo Brandimarte:
Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market. Expert Syst. Appl. 202: 117259 (2022) - 2016
- [j1]Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez:
Improving regression predictions using individual point reliability estimates based on critical error scenarios. Inf. Sci. 374: 65-84 (2016)
Conference and Workshop Papers
- 2022
- [c3]Leonardo Kanashiro Felizardo, Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez:
Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise. IJCNN 2022: 1-8 - 2014
- [c2]Elia Yathie Matsumoto, Emílio Del Moral Hernandez:
Estimation of individual prediction reliability using error analysis applied to short-term load forecasting problem. IJCNN 2014: 4206-4313 - 2013
- [c1]Elia Yathie Matsumoto, Emílio Del Moral Hernandez:
Using neural networks committee machines to improve outcome prediction assessment in nonlinear regression. IJCNN 2013: 1-8
Informal and Other Publications
- 2022
- [i1]Leonardo Kanashiro Felizardo, Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez:
Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise. CoRR abs/2208.00765 (2022)
Coauthor Index
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