Homogeneous Ensemble Selection through Hierarchical Clustering with a Modified Artificial Fish Swarm Algorithm. - João Fausto Lorenzato de Oliveira; Teresa Bernarda Ludermir (ICTAI, 2011)

A Modified Artificial Fish Swarm Algorithm for the Optimization of Extreme Learning Machines. - João Fausto Lorenzato de Oliveira; Teresa Bernarda Ludermir (ICANN (2), 2012)

Predicting Gene Functions Using Semi-supervised Clustering Algorithms with Objective Function Optimization. - Valmir Macário Filho; Ivan G. Costa; João F. L. Oliveira; Francisco de A. T. de Carvalho (SBRN, 2012)

A Hybrid Group Search Optimization Based on Fish Swarms. - João F. L. Oliveira; Luciano D. S. Pacífico; Teresa Bernarda Ludermir (BRACIS, 2013)

A Hybrid Evolutionary System for Parameter Optimization and Lag Selection in Time Series Forecasting. - João Fausto Lorenzato de Oliveira; Teresa Bernarda Ludermir (BRACIS, 2014)

Iterative ARIMA-multiple support vector regression models for long term time series prediction. - João F. L. Oliveira; Teresa Bernarda Ludermir (ESANN, 2014)

A distributed PSO-ARIMA-SVR hybrid system for time series forecasting. - João Fausto Lorenzato de Oliveira; Teresa Bernarda Ludermir (SMC, 2014)

A hybrid evolutionary decomposition system for time series forecasting. - João Fausto Lorenzato de Oliveira; Teresa Bernarda Ludermir (Neurocomputing, 2016)

A Hybrid Semi-linear System for Time Series Forecasting. - João Fausto Lorenzato de Oliveira; Emanoel Francisco Spósito Barreiros; Cleyton Mário de Oliveira Rodrigues; Adauto Trigueiro de Almeida Filho (BRACIS, 2017)

Programming Language Adoption as an Epidemiological Phenomenon. - Emanoel Francisco Spósito Barreiros; Jones O. Albuquerque; João F. L. de Oliveira; Helaine Lins; Sérgio Soares (SBES, 2017)

Evolutionary ELMs with Alternative Treatments for the Population Out-Bounded Individuals. - Luciano D. S. Pacífico; Teresa Bernarda Ludermir; João F. L. Oliveira (BRACIS, 2018)

Plant Classification Using Artificial Neural Networks. - Luciano D. S. Pacífico; Valmir Macário Filho; João F. L. Oliveira (IJCNN, 2018)

Hyper-Heuristics Using Genetic Programming to Time Series Forecasting. - Mariana Macedo; Carlos Henrique Macedo dos Santos; Eronita Maria Luizines Van Leijden; João Fausto Lorenzato de Oliveira; Fernando Buarque de Lima Neto; Hugo Siqueira 001 (LA-CCI, 2018)

Hybrid System for Time Series using Iterative Residual Forecasting Models. - Eraylson Galdino da Silva; Paulo Salgado Gomes de Mattos Neto; João Fausto Lorenzato de Oliveira (BRACIS, 2019)

An intelligent hybridization of ARIMA with machine learning models for time series forecasting. - Domingos S. de O. Junior; João F. L. de Oliveira; Paulo S. G. de Mattos Neto (Knowl. Based Syst., 2019)

Swarm Based Ensembles for Time Series Residual Forecasting. - Rafael Bérgamo B. de Holanda; João F. L. de Oliveira (ICTAI, 2020)

On the evaluation of dynamic selection parameters for time series forecasting. - Eraylson G. Silva; George D. C. Cavalcanti; João Fausto Lorenzato de Oliveira; Paulo S. G. de Mattos Neto (IJCNN, 2020)

A Hybrid Nonlinear Combination System for Monthly Wind Speed Forecasting. - Paulo S. G. de Mattos Neto; João Fausto Lorenzato de Oliveira; Domingos S. de O. Junior; Hugo Valadares Siqueira; Manoel Henrique da Nobrega Marinho; Francisco Madeiro (IEEE Access, 2020)

A hybrid optimized error correction system for time series forecasting. - João Fausto Lorenzato de Oliveira; Luciano Demetrio Santos Pacífico; Paulo Salgado Gomes de Mattos Neto; Emanoel Francisco Spósito Barreiros; Cleyton Mário de Oliveira Rodrigues; Adauto Trigueiro de Almeida Filho (Appl. Soft Comput., 2020)

Early detection of students at risk of failure from a small dataset. - Dênis Leite; Edson Filho; João F. L. de Oliveira; Rodrigo E. Carneiro; Alexandre M. A. Maciel (ICALT, 2021)

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

A hybrid sequential system for inflation forecasting. - André L. S. Xavier; Bruno J. T. Fernandes; João F. L. de Oliveira (LA-CCI, 2021)

Neural-Based Ensembles for Particulate Matter Forecasting. - Paulo S. G. de Mattos Neto; Paulo Renato A. Firmino; Hugo Siqueira 001; Yara de Souza Tadano; Thiago Antonini Alves; João Fausto Lorenzato de Oliveira; Manoel Henrique da Nobrega Marinho; Francisco Madeiro (IEEE Access, 2021)

Benchmarking Machine Learning Models to Assist in the Prognosis of Tuberculosis. - Maicon Herverton Lino Ferreira da Silva Barros; Geovanne Oliveira Alves; Lubnnia Morais Florêncio Souza; Élisson da Silva Rocha; João Fausto Lorenzato de Oliveira; Theo Lynn; Vanderson de Souza Sampaio; Patricia Takako Endo (Informatics, 2021)

An adaptive hybrid system using deep learning for wind speed forecasting. - Paulo S. G. de Mattos Neto; João F. L. de Oliveira; Domingos S. de O. Junior; Hugo Valadares Siqueira; Manoel Henrique da Nobrega Marinho; Francisco Madeiro (Inf. Sci., 2021)

Energy Consumption Forecasting for Smart Meters Using Extreme Learning Machine Ensemble. - Paulo S. G. de Mattos Neto; João F. L. de Oliveira; Priscilla Bassetto; Hugo Valadares Siqueira; Luciano Barbosa; Emilly Pereira Alves; Manoel Henrique da Nobrega Marinho; Guilherme Ferretti Rissi; Fu Li (Sensors, 2021)

A Hybrid System with Nonlinear Combination for Wind Speed Forecasting. - Leonardo de Leon Dias; Emerson Alexandre de Oliveira Lima; João Fausto Lorenzato de Oliveira (BRACIS (2), 2022)

Early prediction of generalized infection in intensive care units from clinical data: a committee-based machine learning approach. - Flávio Secco Fonseca; Arianne Sarmento Torcate; Ana Clara Gomes da Silva; Victor Hugo Wanderley Freire; Gilles Paiva de Medeiros de Farias; João Fausto Lorenzato de Oliveira; Flávio Monteiro De Oliveira Júnior; José Carlos da Silva Júnior; Dayane Aparecida Gomes; Wellington Pinheiro dos Santos (LA-CCI, 2022)

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)

Use of machine learning and multilevel analysis in hierarchical approaches of public expenditure forecasting. - José Ivo Carille Neto; Fernando B. Lima Neto; João F. L. de Oliveira (SMC, 2022)

An Automated Machine Learning Approach for Real-Time Fault Detection and Diagnosis. - Dênis Leite; Aldonso Martins-Jr; Diego Rativa; João F. L. de Oliveira; Alexandre M. A. Maciel (Sensors, 2022)

A Hybrid System Based on Dynamic Selection for Time Series Forecasting. - João F. L. de Oliveira; Eraylson G. Silva; Paulo S. G. de Mattos Neto (IEEE Trans. Neural Networks Learn. Syst., 2022)

Hybrid System with Dynamic Classification for Combining Time Series Forecasts. - Emilly Pereira Alves; Felipe Alberto B. S. Ferreira; Francisco Madeiro; Paulo S. G. de Mattos Neto; João Fausto Lorenzato de Oliveira (LA-CCI, 2023)

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)

Hybrid Model and Ensemble for Inflation Forecasting: A Machine Learning Approach. - André L. S. Xavier; Bruno J. T. Fernandes; João F. L. de Oliveira (LA-CCI, 2023)

A Hybrid Swarm-Based System for Commodity Price Forecasting During the Covid-19 Pandemic. - André L. S. Xavier; Bruno J. T. Fernandes; João F. L. Oliveira (IEEE Access, 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)

A hybrid system based on ensemble learning to model residuals for time series forecasting. - Domingos S. de O. Junior; Paulo S. G. de Mattos Neto; João F. L. de Oliveira; George D. C. Cavalcanti (Inf. Sci., 2023)

An Evolutionary Approach to Forecasting Models Hybridization. - Camila Ascendina; Paulo Salgado Gomes de Mattos Neto; João Fausto Lorenzato de Oliveira; Péricles B. C. Miranda (ICMLC, 2024)

A Hybrid Music Recommendation System Based on K-Means Clustering and Multilayer Perceptron. - Rafael Cintra de Araúijo; Victor Moisés Silveira Santos; João Fausto Lorenzato de Oliveira; Alexandre M. A. Maciel (ICEIS (1), 2025)

Dynamic selection of ensemble-based regression models: Systematic literature review. - Halcyon Davys Pereira De Carvalho; João Fausto Lorenzato de Oliveira; Roberta Andrade de Araújo Fagundes (Expert Syst. Appl., 2025)

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