Víctor Henrique Alves Ribeiro

Ensemble learning by means of a multi-objective optimization design approach for dealing with imbalanced data sets

Víctor Henrique Alves Ribeiro, Gilberto Reynoso-Meza · Expert Systems with Applications · 2020 · 91 citations

Data Classification, Imbalanced Data Sets, Engineering +11

Multi-objective ensembles of echo state networks and extreme learning machines for streamflow series forecasting

Víctor Henrique Alves Ribeiro, Gilberto Reynoso-Meza, Hugo Valadares Siqueira · Engineering Applications of Artificial Intelligence · 2020 · 48 citations

Forecasting Methodology, Echo State Networks, Machine Learning +10

Multi-Objective Ensemble Model for Short-Term Price Forecasting in Corn Price Time Series

Matheus Henrique Dal Molin Ribeiro, Víctor Henrique Alves Ribeiro, Gilberto Reynoso-Meza et al. · 2019 · 44 citations

Forecasting Methodology, Engineering, Machine Learning +16

Development of an optimized colorimetric RT-LAMP for SARS-CoV-2 assay with enhanced procedure controls for remote diagnostics

Bruna Winkert Raddatz, Edson Yu Sin Kim, Louise Matiê Imamura et al. · Scientific Reports · 2022 · 24 citations · Full text

Feature selection and regularization of interpretable soft sensors using evolutionary multi-objective optimization design procedures

Víctor Henrique Alves Ribeiro, Gilberto Reynoso-Meza · Chemometrics and Intelligent Laboratory Systems · 2021 · 21 citations

Engineering, Interpretable Soft Sensors, Feature Selection +7