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João Fausto Lorenzato de Oliveira
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An intelligent hybridization of ARIMA with machine learning models for time series forecasting
DSOS Júnior, JFL de Oliveira, PSG de Mattos Neto
Knowledge-Based Systems 175, 72-86, 2019
1912019
A hybrid evolutionary decomposition system for time series forecasting
JFL De Oliveira, TB Ludermir
Neurocomputing 180, 27-34, 2016
1002016
A hybrid system based on dynamic selection for time series forecasting
JFL de Oliveira, EG Silva, PSG de Mattos Neto
IEEE Transactions on Neural Networks and Learning Systems 33 (8), 3251-3263, 2021
812021
Neural-based ensembles for particulate matter forecasting
PSGDM Neto, PRA Firmino, H Siqueira, YDS Tadano, TA Alves, ...
Ieee Access 9, 14470-14490, 2021
552021
An adaptive hybrid system using deep learning for wind speed forecasting
PSG de Mattos Neto, JFL de Oliveira, DSOS Júnior, HV Siqueira, ...
Information Sciences 581, 495-514, 2021
542021
Plant classification using artificial neural networks
LDS Pacifico, V Macario, JFL Oliveira
2018 International Joint Conference on Neural Networks (IJCNN), 1-6, 2018
392018
Evolutionary hybrid system for energy consumption forecasting for smart meters
DMF Izidio, PSG de Mattos Neto, L Barbosa, JFL de Oliveira, ...
Energies 14 (7), 1794, 2021
382021
Solar irradiance forecasting using dynamic ensemble selection
DS de O. Santos Jr, PSG de Mattos Neto, JFL de Oliveira, HV Siqueira, ...
Applied Sciences 12 (7), 3510, 2022
372022
Neural-based ensembles and unorganized machines to predict streamflow series from hydroelectric plants
J Belotti, H Siqueira, L Araujo, SL Stevan Jr, PSG de Mattos Neto, ...
Energies 13 (18), 4769, 2020
332020
Selection of temporal lags for predicting riverflow series from hydroelectric plants using variable selection methods
H Siqueira, M Macedo, YS Tadano, TA Alves, SL Stevan Jr, DS Oliveira Jr, ...
Energies 13 (16), 4236, 2020
302020
A distributed PSO-ARIMA-SVR hybrid system for time series forecasting
JFL de Oliveira, TB Ludermir
2014 IEEE international conference on systems, man, and cybernetics (SMC …, 2014
302014
A hybrid optimized error correction system for time series forecasting
JFL de Oliveira, LDS Pacífico, PSG de Mattos Neto, EFS Barreiros, ...
Applied soft computing 87, 105970, 2020
282020
An automated machine learning approach for real-time fault detection and diagnosis
D Leite, A Martins Jr, D Rativa, JFL De Oliveira, AMA Maciel
Sensors 22 (16), 6138, 2022
272022
A hybrid nonlinear combination system for monthly wind speed forecasting
PSG de Mattos Neto, JFL de Oliveira, DSOS Júnior, HV Siqueira, ...
IEEE Access 8, 191365-191377, 2020
262020
Benchmarking machine learning models to assist in the prognosis of tuberculosis
MH Lino Ferreira da Silva Barros, G Oliveira Alves, ...
Informatics 8 (2), 27, 2021
242021
Energy consumption forecasting for smart meters using extreme learning machine ensemble
PSG de Mattos Neto, JFL de Oliveira, P Bassetto, HV Siqueira, L Barbosa, ...
Sensors 21 (23), 8096, 2021
202021
A hybrid evolutionary system for parameter optimization and lag selection in time series forecasting
JFL de Oliveira, TB Ludermir
2014 Brazilian Conference on Intelligent Systems, 73-78, 2014
202014
A hybrid system based on ensemble learning to model residuals for time series forecasting
DSOS Júnior, PSG de Mattos Neto, JFL de Oliveira, GDC Cavalcanti
Information Sciences 649, 119614, 2023
162023
A methodology to increase the accuracy of particulate matter predictors based on time decomposition
PSG de Mattos Neto, MHN Marinho, H Siqueira, Y de Souza Tadano, ...
Sustainability 12 (18), 7310, 2020
122020
Orientações Técnicas sobre a Criação de Aves Caipiras
JF Oliveira, JS Holanda, NA Souza, FC Ávila Paz, MC Chagas
Natal: EMPARN, 2005
112005
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