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 | 159 | 2019 |
A hybrid evolutionary decomposition system for time series forecasting JFL De Oliveira, TB Ludermir Neurocomputing 180, 27-34, 2016 | 87 | 2016 |
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 | 64 | 2021 |
Neural-based ensembles for particulate matter forecasting PSGDM Neto, PRA Firmino, H Siqueira, YDS Tadano, TA Alves, ... IEEE Access 9, 14470-14490, 2021 | 46 | 2021 |
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 |
Plant classification using artificial neural networks LDS Pacifico, V Macario, JFL Oliveira 2018 International Joint Conference on Neural Networks (IJCNN), 1-6, 2018 | 34 | 2018 |
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 | 30 | 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 |
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 | 26 | 2022 |
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 |
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 | 24 | 2020 |
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 | 22 | 2014 |
Meningeal carcinomatosis and uterine carcinoma: three different clinical settings and review of the literature N Asensio, A Luis, I Costa, J Oliveira, F Vaz International Journal of Gynecologic Cancer 19 (1), 2009 | 20 | 2009 |
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 | 19 | 2014 |
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 | 17 | 2021 |
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 | 13 | 2022 |
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 | 13 | 2021 |
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 | 9 | 2020 |
An evolutionary extreme learning machine based on fuzzy fish swarms JFL de Oliveira, TB Ludermir Proceedings on the international conference on artificial intelligence (ICAI), 1, 2012 | 8 | 2012 |