Comparative Evaluation of the Supervised Machine Learning Classification Methods and the Concept Drift Detection Methods in the Financial Business Problems. - Victor Ulisses Pugliese; Renato Duarte Costa; Celso Massaki Hirata (ICEIS (Revised Selected Papers), 2020)

Comparing Supervised Classification Methods for Financial Domain Problems. - Victor Ulisses Pugliese; Celso Massaki Hirata; Renato Duarte Costa (ICEIS (1), 2020)

A Comparative Study of Situation Awareness-Based Decision-Making Model Reinforcement Learning Adaptive Automation in Evolving Conditions. - Renato Duarte Costa; Celso M. Hirata; Victor Ulisses Pugliese (IEEE Access, 2023)

Reinforcement learning applied to a situation awareness decision-making model. - Renato Duarte Costa; Celso M. Hirata (Inf. Sci., 2025)