João F. L. de Oliveira

12 papers B 3Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
A hybrid system based on ensemble learning to model residuals for time series forecasting.
Inf. Sci.
Domingos S. de O. Junior, Paulo S. G. de Mattos Neto, João F. L. de Oliveira, George D. C. Cavalcanti
2023 — conf
Hybrid Model and Ensemble for Inflation Forecasting: A Machine Learning Approach.
LA-CCI
André L. S. Xavier, Bruno J. T. Fernandes, João F. L. de Oliveira
2022 J jnl
A Hybrid System Based on Dynamic Selection for Time Series Forecasting.
IEEE Trans. Neural Networks Learn. Syst.
João F. L. de Oliveira, Eraylson G. Silva, Paulo S. G. de Mattos Neto
2022 J jnl
An Automated Machine Learning Approach for Real-Time Fault Detection and Diagnosis.
Sensors
Dênis Leite, Aldonso Martins-Jr, Diego Rativa, João F. L. de Oliveira, Alexandre M. A. Maciel
2022 B conf
Use of machine learning and multilevel analysis in hierarchical approaches of public expenditure forecasting.
SMC
José Ivo Carille Neto, Fernando B. Lima Neto, João F. L. de Oliveira
2021 — conf
A hybrid sequential system for inflation forecasting.
LA-CCI
André L. S. Xavier, Bruno J. T. Fernandes, João F. L. de Oliveira
2021 J jnl
An adaptive hybrid system using deep learning for wind speed forecasting.
Inf. Sci.
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
2021 B conf
Early detection of students at risk of failure from a small dataset.
ICALT
Dênis Leite, Edson Filho, João F. L. de Oliveira, Rodrigo E. Carneiro, Alexandre M. A. Maciel
2021 J jnl
Energy Consumption Forecasting for Smart Meters Using Extreme Learning Machine Ensemble.
Sensors
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
2020 B conf
Swarm Based Ensembles for Time Series Residual Forecasting.
ICTAI
Rafael Bérgamo B. de Holanda, João F. L. de Oliveira
2019 J jnl
An intelligent hybridization of ARIMA with machine learning models for time series forecasting.
Knowl. Based Syst.
Domingos S. de O. Junior, João F. L. de Oliveira, Paulo S. G. de Mattos Neto
2017 — conf
Programming Language Adoption as an Epidemiological Phenomenon.
SBES
Emanoel Francisco Spósito Barreiros, Jones O. Albuquerque, João F. L. de Oliveira, Helaine Lins, Sérgio Soares