João Fausto Lorenzato de Oliveira

Instituto de Tecnologia de Pernambuco — Brazil

Engineering · Physical Sciences

17h-index923citations66works1.72yr avg
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Research Topics

Energy Load and Power Forecasting(28), Stock Market Forecasting Methods(25), Forecasting Techniques and Applications(13), Neural Networks and Applications(10), Solar Radiation and Photovoltaics(7)

Publications66 total

Dynamic Model Weighting via Stacking-Meta Learning for Multi-Class Classification
2025
Dynamic selection of ensemble-based regression models: Systematic literature review
Expert Systems with Applications·2025· 7 cited
A Framework for Market State Prediction with Ontological Asset Selection: A Multimodal Approach
Applied Sciences·2025Open Access
A local learning approach for sequential hybrid systems in time series forecasting
Neurocomputing·2024
Utilização de Machine Learning para diagnose em estudantes com Transtorno do Espectro Autista a partir de bases de dados públicas
2024Open Access
A hybrid multi-objective approach for time series forecasting considering peak instants
Energy Reports·2024· 4 citedOpen Access
An Evolutionary Approach to Forecasting Models Hybridization
2024· 1 cited
A Hybrid System Based on Dynamic Selection for Wind Speed Forecasting
2023· 1 cited
Heterogeneous Ensemble for Multi-Step Solar Irradiance Forecasting in Brazilian's Sites
2023· 1 cited
Hybrid System with Dynamic Classification for Combining Time Series Forecasts
2023
Legal Judgement Prediction: A comparative analysis of legal documents in Brazil
2023
Hybrid Model and Ensemble for Inflation Forecasting: A Machine Learning Approach
2023· 1 cited
Forecasting Methods for Photovoltaic Energy in the Scenario of Battery Energy Storage Systems: A Comprehensive Review
Energies·2023· 8 citedOpen Access
A hybrid system based on ensemble learning to model residuals for time series forecasting
Information Sciences·2023· 25 cited
A selective hybrid system for state-of-charge forecasting of lithium–ion batteries
The Journal of Supercomputing·2023· 4 cited
A Hybrid System for Financial Counselling in Fintech Lending Application
Revista de Engenharia e Pesquisa Aplicada·2023Open Access
A Hybrid Swarm-Based System for Commodity Price Forecasting During the Covid-19 Pandemic
IEEE Access·2023· 4 citedOpen Access
Early prediction of generalized infection in intensive care units from clinical data: a committee-based machine learning approach
2022· 6 cited
Classification of Legal Documents in Portuguese Language Based on Summarization
2022· 5 cited
A selective hybrid system for State-of-Charge forecasting of Lithium-ion batteries
Research Square (Research Square)·2022Open Access
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Frequent Co-authors

Paulo S. G. de Mattos Neto(18), Manoel H. N. Marinho(12), Hugo Valadares Siqueira(11), Teresa B. Ludermir(9), Francisco Madeiro(9), Domingos S. de O. Santos(6), Bruno Fernandes(5), Luciano D. S. Pacífico(4), Eraylson G. Silva(3), Yara de Souza Tadano(3), Thiago Antonini Alves(3), Aranildo R. Lima(3), Douglas A. P. Dantas(3), Attílio Converti(3), Alex C. Pereira(3), Emilly Pereira Alves(3), Maicon Herverton Lino Ferreira da Silva(3), Geovanne Oliveira Alves(3), Lubnnia Morais Florêncio Souza(3), Élisson da Silva Rocha(3)