| 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 | 155 | 2019 |
| 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 | 61 | 2021 |
| Correcting and combining time series forecasters PRA Firmino, PSG de Mattos Neto, TAE Ferreira Neural Networks 50, 1-11, 2014 | 59 | 2014 |
| Hybrid intelligent system for air quality forecasting using phase adjustment PSG de Mattos Neto, F Madeiro, TAE Ferreira, GDC Cavalcanti Engineering Applications of Artificial Intelligence 32, 185-191, 2014 | 53 | 2014 |
| Error modeling approach to improve time series forecasters PRA Firmino, PSG de Mattos Neto, TAE Ferreira Neurocomputing 153, 242-254, 2015 | 48 | 2015 |
| Neural-based ensembles for particulate matter forecasting PSGDM Neto, PRA Firmino, H Siqueira, YDS Tadano, TA Alves, ... IEEE Access 9, 14470-14490, 2021 | 45 | 2021 |
| Lag selection for time series forecasting using particle swarm optimization GHT Ribeiro, PSGM Neto, GDC Cavalcanti, R Tsang The 2011 International Joint Conference on Neural Networks, 2437-2444, 2011 | 45 | 2011 |
| Nonlinear Combination Method of Forecasters applied to PM Time Series PSG DE MATTOS NETO, GDC CAVALCANTI, F Madeiro Pattern Recognition Letters 95, 65-72, 2017 | 43 | 2017 |
| 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 | 40 | 2021 |
| 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 | 29 | 2021 |
| 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 | 28 | 2020 |
| 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 | 26 | 2020 |
| 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 | 26 | 2020 |
| 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 | 25 | 2022 |
| 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 | 23 | 2020 |
| Measurement of fitness function efficiency using data envelopment analysis DA Silva, GI Alves, PSG de Mattos Neto, TAE Ferreira Expert Systems with Applications 41 (16), 7147-7160, 2014 | 23 | 2014 |
| An approach to improve the performance of PM forecasters PSG de Mattos Neto, GDC Cavalcanti, F Madeiro, TAE Ferreira PLoS One 10 (9), e0138507, 2015 | 22 | 2015 |
| Combining artificial neural network and particle swarm system for time series forecasting PSGM Neto, GG Petry, RLJ Aranildo, TAE Ferreira 2009 International Joint Conference on Neural Networks, 2230-2237, 2009 | 22 | 2009 |
| Hybrid systems using residual modeling for sea surface temperature forecasting PSG de Mattos Neto, GDC Cavalcanti, DS de O. Santos Júnior, EG Silva Scientific Reports 12 (1), 487, 2022 | 20 | 2022 |
| Market volatility modeling for short time window PSG de Mattos Neto, DA Silva, TAE Ferreira, GDC Cavalcanti Physica A: Statistical Mechanics and its Applications 390 (20), 3444-3453, 2011 | 19 | 2011 |
Tiago A. E. FerreiraProfessor of Statistical and Informatics Department - Federal Rural University of PernambucoAdresse e-mail validée de ufrpe.br
