A hybrid system for Lithium-ion battery State-of-Charge univariate forecasting. - Marie Chantelle Cruz Medina; João Fausto Lorenzato de Oliveira (ICTAI, 2021)

Classification of Legal Documents in Portuguese Language Based on Summarization. - Marie Chantelle Cruz Medina; Lucas Matheus Da Silva Oliveira; Jean Felipe Coelho Ferreira; Leandro Honorato de Souza Silva; Cleyton Mário de Oliveira Rodrigues; João Fausto Lorenzato de Oliveira; Paulo Christiano Sobral; Bruno Souza; Dionizio Feitosa; Bruno J. T. Fernandes (LA-CCI, 2022)

Legal Judgement Prediction: A comparative analysis of legal documents in Brazil. - Cristian Millán-Arias; Marie Chantelle Cruz Medina; Jean Felipe Coelho Ferreira; Lucas Matheus Da Silva Oliveira; Allana Rocha; Leandro Honorato de Souza Silva; Cleyton M. O. Rodrigues; João Fausto Lorenzato de Oliveira; Paulo Christiano Sobral; Nathália Cauás; Bruno José Torres Fernandes (LA-CCI, 2023)

A selective hybrid system for state-of-charge forecasting of lithium-ion batteries. - Marie Chantelle Cruz Medina; João Fausto Lorenzato de Oliveira (J. Supercomput., 2023)

The use of reinforcement learning algorithms in object tracking: A systematic literature review. - David Josué Barrientos Rojas; Marie Chantelle Cruz Medina; Bruno J. T. Fernandes; Pablo V. A. Barros (Neurocomputing, 2024)

A local learning approach for sequential hybrid systems in time series forecasting. - Marie Chantelle Cruz Medina; João Fausto Lorenzato de Oliveira (Neurocomputing, 2025)