Using neural networks committee machines to improve outcome prediction assessment in nonlinear regression. - Elia Yathie Matsumoto; Emílio Del Moral Hernandez (IJCNN, 2013)

Estimation of individual prediction reliability using error analysis applied to short-term load forecasting problem. - Elia Yathie Matsumoto; Emílio Del Moral Hernandez (IJCNN, 2014)

Improving regression predictions using individual point reliability estimates based on critical error scenarios. - Elia Yathie Matsumoto; Emilio Del-Moral-Hernandez (Inf. Sci., 2016)

Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise. - Leonardo Kanashiro Felizardo; Elia Yathie Matsumoto; Emilio Del-Moral-Hernandez (IJCNN, 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)

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)