Selected Publications:
Natural Language Processing
Rosalvo Ferreira de Oliveira Neto, Rodrigo Ribeiro, Ana Emília Queiroz. Investigating the influence of groups of variables on the task of predicting the age of an author in blog posts. IEEE Latin America Transactions (2020).
http://dx.doi.org/10.1109/tla.2020.9082911
Computer Vision
Daniel dos Santos Costa, Rosalvo Ferreira de Oliveira Neto, Rodrigo Pereira Ramos, Victor Gustavo da Silva Oliveira, Bárbara Teruel. IRIS-GRAPE: An approach for prediction of quality attributes in vineyard grapes inspired by iris biometric recognition. Comput. Electron. Agric. 168 (2020).
https://doi.org/10.1016/j.compag.2019.105140
Reinforcement Learning
Victor G. Ferreira Barbosa, Rosalvo Ferreira de Oliveira Neto, Roberto V. L. Gomes Rodrigues.
A Baseline Approach for Goalkeeper Strategy using Sarsa with Tile Coding on the Half Field Offense Environment. 19th Brazilian Symposium on Computer Games and Digital Entertainment (SBGames) (2020).
https://doi.org/10.1109/SBGames51465.2020.00012
Data Science
Rosalvo Neto, Paulo Jorge Adeodato, Ana Carolina Salgado. A framework for data transformation in Credit Behavioral Scoring applications based on Model Driven Development. Expert Systems with Applications (2017).
https://doi.org/10.1016/j.eswa.2016.10.059