Elia Yathie Matsumoto

According to our database, Elia Yathie Matsumoto authored at least 6 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Forecasting US dollar exchange rate movement with computational models and human behavior.

Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez, Claudia Emiko Yoshinaga, Afonso de Campos Pinto

Expert Syst. Appl., 2022

Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market.

Leonardo Kanashiro Felizardo, Francisco Caio Lima Paiva, Catharine de Vita Graves, Elia Yathie Matsumoto, Anna Helena Reali Costa, Emilio Del-Moral-Hernandez, Paolo Brandimarte

Expert Syst. Appl., 2022

Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise.

Leonardo Kanashiro Felizardo, Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez

Proceedings of the International Joint Conference on Neural Networks, 2022

2016

Improving regression predictions using individual point reliability estimates based on critical error scenarios.

Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez

Inf. Sci., 2016

2014

Estimation of individual prediction reliability using error analysis applied to short-term load forecasting problem.

Elia Yathie Matsumoto, Emílio Del Moral Hernandez

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Using neural networks committee machines to improve outcome prediction assessment in nonlinear regression.

Elia Yathie Matsumoto, Emílio Del Moral Hernandez

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013