Multi-objective Support Vector Machines Ensemble Generation for Water Quality Monitoring. - Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza (CEC, 2018)

Multi-objective PID Controller Tuning for an Industrial Gasifier. - Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza (CEC, 2018)

Online anomaly detection for drinking water quality using a multi-objective machine learning approach. - Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza (GECCO (Companion), 2018)

A multi-objective optimization design framework for ensemble generation. - Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza (GECCO (Companion), 2018)

A study of Pareto-based methods for ensemble pool generation and aggregation. - Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza (CEC, 2019)

Monitoring of drinking-water quality by means of a multi-objective ensemble learning approach. - Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza (GECCO (Companion), 2019)

Multi-Objective Ensemble Model for Short-Term Price Forecasting in Corn Price Time Series. - Matheus Henrique Dal Molin Ribeiro; Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza; Leandro dos Santos Coelho (IJCNN, 2019)

A holistic multi-objective optimization design procedure for ensemble member generation and selection. - Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza (Appl. Soft Comput., 2019)

Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes. - Paulo R. Cavalin; Victor Henrique Alves Ribeiro; Ana Paula Appel; Claudio S. Pinhanez (EMNLP (1), 2020)

From Disjoint Sets to Parallel Data to Train Seq2Seq Models for Sentiment Transfer. - Paulo R. Cavalin; Marisa Vasconcelos; Marcelo Grave; Claudio S. Pinhanez; Victor Henrique Alves Ribeiro (EMNLP (Findings), 2020)

Dynamic Multi-criteria Classifier Selection for Illegal Tapping Detection in Oil Pipelines. - Victor Henrique Alves Ribeiro; Pedro H. L. S. P. Domingues; Paulo Rodrigo Cavalin; Gilberto Reynoso-Meza; Helon Vicente Hultmann Ayala; Luís Fernando Alzuguir Azevedo (IJCNN, 2020)

Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Neuro-Symbolic Algorithms. - Claudio S. Pinhanez; Paulo R. Cavalin; Victor Henrique Alves Ribeiro; Heloisa Candello; Julio Nogima; Ana Paula Appel; Mauro Pichiliani; Maíra Gatti de Bayser; Melina Alberio Guerra; Henrique Ferreira; Gabriel Louzada Malfatti (CoRR, 2020)

Multi-objective ensembles of echo state networks and extreme learning machines for streamflow series forecasting. - Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza; Hugo Valadares Siqueira (Eng. Appl. Artif. Intell., 2020)

Ensemble learning by means of a multi-objective optimization design approach for dealing with imbalanced data sets. - Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza (Expert Syst. Appl., 2020)

Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems. - Claudio S. Pinhanez; Paulo Rodrigo Cavalin; Victor Henrique Alves Ribeiro; Ana Paula Appel; Heloisa Candello; Julio Nogima; Mauro Pichiliani; Melina Alberio Guerra; Maíra de Bayser; Gabriel Louzada Malfatti; Henrique Ferreira (ACL/IJCNLP (1), 2021)

Integrating Machine Learning Data with Symbolic Knowledge from Collaboration Practices of Curators to Improve Conversational Systems. - Claudio Santos Pinhanez; Heloisa Candello; Paulo Rodrigo Cavalin; Mauro Carlos Pichiliani; Ana Paula Appel; Victor Henrique Alves Ribeiro; Julio Nogima; Maíra Gatti de Bayser; Melina Alberio Guerra; Henrique Ferreira; Gabriel Louzada Malfatti (CHI, 2021)

TimeStacking: An Improved Ensemble Learning Method for Continuous Time Series Classification. - Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza (PLM (2), 2021)

Towards a Method to Classify Language Style for Enhancing Conversational Systems. - Paulo Rodrigo Cavalin; Victor Henrique Alves Ribeiro; Marisa Vasconcelos; Claudio S. Pinhanez; Julio Nogima; Henrique Ferreira (IJCNN, 2021)

A Dynamic Multi-criteria Multi-engine Approach for Text Simplification. - Victor Henrique Alves Ribeiro; Paulo R. Cavalin; Edmilson da Silva Morais (IJCNN, 2021)

Multi-objective PID Controller Tuning for Multi-model Control of Nonlinear Systems. - Gilberto Reynoso-Meza; Jesús Carrillo-Ahumada; Victor Henrique Alves Ribeiro; Tainara Marques (SN Comput. Sci., 2022)

Multi-criteria Decision-Making Techniques for the Selection of Pareto-optimal Machine Learning Models in a Drinking-Water Quality Monitoring Problem. - Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza (Int. J. Inf. Technol. Decis. Mak., 2024)