| Multi-step short-term wind speed forecasting based on multi-stage decomposition coupled with stacking-ensemble learning approach RG da Silva, SR Moreno, MHDM Ribeiro, JHK Larcher, VC Mariani, ... International Journal of Electrical Power & Energy Systems 143, 108504, 2022 | 79 | 2022 |
| Variational mode decomposition and bagging extreme learning machine with multi-objective optimization for wind power forecasting MHDM Ribeiro, RG da Silva, SR Moreno, C Canton, JHK Larcher, ... Applied Intelligence 54 (4), 3119-3134, 2024 | 22 | 2024 |
| Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models JHK Larcher, SF Stefenon, L dos Santos Coelho, VC Mariani Expert Systems with Applications 255, 124856, 2024 | 7 | 2024 |
| Ensemble Learning Models Coupled with Urban Mobility Information Applied to Predict COVID-19 Incidence Cases MHDM Ribeiro, RG Silva, JHK Larcher, VC Mariani, LS Coelho Modeling, Control and Drug Development for COVID-19 Outbreak Prevention, 821-858, 2022 | 7 | 2022 |
| Decoding electroencephalography signal response by stacking ensemble learning and adaptive differential evolution MHDM Ribeiro, RG da Silva, JHK Larcher, A Mendes, VC Mariani, ... Sensors 23 (16), 7049, 2023 | 5 | 2023 |
| Seasonal-trend and multiobjective ensemble learning model for water consumption forecasting MHDM Ribeiro, RG Da Silva, JHK Larcher, JD De Lima, VC Mariani, ... 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 5 | 2021 |
| Wind power forecasting based on bagging extreme learning machine ensemble model. MHDM Ribeiro, SR Moreno, RG da Silva, JHK Larcher, C Canton, ... ESANN, 2022 | 4 | 2022 |
| Forecasting COVID-19 pandemic using an echo state neural network-based framework JHK Larcher, RG Da Silva, MHDM Ribeiro, LDS Coelho, VC Mariani 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 3 | 2021 |
| Forecasting the cumulative cases of COVID-19 in Brazil using machine learning approaches RG Da Silva, M Riberio, JH Kleinubing, VCM Larcher, ... Chaos, Solitons and Fractals 135, 109853, 2020 | 1 | 2020 |
| Artificial Intelligence and Signal Decomposition Approach Applied to Retail Sales Forecasting RSD Silva, M Ribeiro, VHK Larcher, VC Mariani, LS Coelho Training 3981 (6,675.03), 11-847, 0 | 1 | |
| Evaluating turbulence models to predict the particle deposition in curved ducts MB Lopes, VC Mariani, JHK Larcher, KC Mendonça, C Béghein ATE HEFAT 2021-The 15th International Conference on Heat Transfer, Fluid …, 2021 | | 2021 |
| Inteligência artificial como suporte a tomada de decisão para previsão de novos casos do coronavírus (COVID-19) JHKL Silva, V Cocco, LSC Mariani | | |
| EVALUATING TURBULENCE MODELS TO PREDICT THE PARTICLE DEPOSITION IN CURVED DUCTS VC Mariani, KC Mendonça, C Béghein, JHK Larcher | | |
