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)

An ML Agent using the Policy Gradient Method to win a SoccerTwos Game. - Victor Ulisses Pugliese (ICEIS (1), 2022)

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)

Optimizing 2D+1 Packing in Constrained Environments Using Deep Reinforcement Learning. - Victor Ulisses Pugliese; Oséias Faria de Arruda Ferreira; Fabio A. Faria (ICEIS (1), 2025)

Hybrid Flow Shop Scheduling through Reinforcement Learning: A systematic literature review. - Victor Ulisses Pugliese; Oseias Ferreira; Fabio A. Faria (SAC, 2025)