| Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil MHDM Ribeiro, RG da Silva, VC Mariani, L dos Santos Coelho Chaos, Solitons & Fractals 135, 109853, 2020 | 525 | 2020 |
| Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series MHDM Ribeiro, L dos Santos Coelho Applied soft computing 86, 105837, 2020 | 400 | 2020 |
| Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables RG Da Silva, MHDM Ribeiro, VC Mariani, L dos Santos Coelho Chaos, Solitons & Fractals 139, 110027, 2020 | 144 | 2020 |
| A novel decomposition-ensemble learning framework for multi-step ahead wind energy forecasting RG da Silva, MHDM Ribeiro, SR Moreno, VC Mariani, ... Energy 216, 119174, 2021 | 140 | 2021 |
| Efficient bootstrap stacking ensemble learning model applied to wind power generation forecasting MHDM Ribeiro, RG da Silva, SR Moreno, VC Mariani, ... International Journal of Electrical Power & Energy Systems 136, 107712, 2022 | 94 | 2022 |
| Time series forecasting using ensemble learning methods for emergency prevention in hydroelectric power plants with dam SF Stefenon, MHDM Ribeiro, A Nied, KC Yow, VC Mariani, ... Electric Power Systems Research 202, 107584, 2022 | 78 | 2022 |
| Wavelet group method of data handling for fault prediction in electrical power insulators SF Stefenon, MHDM Ribeiro, A Nied, VC Mariani, L dos Santos Coelho, ... International Journal of Electrical Power & Energy Systems 123, 106269, 2020 | 77 | 2020 |
| Electricity price forecasting based on self-adaptive decomposition and heterogeneous ensemble learning MHDM Ribeiro, SF Stefenon, JD de Lima, A Nied, VC Mariani, LS Coelho Energies 13 (19), 5190, 2020 | 71 | 2020 |
| Three-dimensional analysis of the pharyngeal airway space and hyoid bone position after orthognathic surgery AL Yamashita, L Iwaki Filho, PCC Leite, R de Lima Navarro, AL Ramos, ... Journal of Cranio-Maxillofacial Surgery 45 (9), 1408-1414, 2017 | 65 | 2017 |
| Hybrid wavelet stacking ensemble model for insulators contamination forecasting SF Stefenon, MHDM Ribeiro, A Nied, VC Mariani, LDS Coelho, ... IEEE Access 9, 66387-66397, 2021 | 59 | 2021 |
| 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 | 45 | 2022 |
| Multi-step ahead meningitis case forecasting based on decomposition and multi-objective optimization methods MHDM Ribeiro, VC Mariani, L dos Santos Coelho Journal of Biomedical Informatics 111, 103575, 2020 | 37 | 2020 |
| Discrete differential evolution metaheuristics for permutation flow shop scheduling problems M de Fátima Morais, MHDM Ribeiro, RG da Silva, VC Mariani, ... Computers & Industrial Engineering 166, 107956, 2022 | 35 | 2022 |
| Cooperative ensemble learning model improves electric short-term load forecasting MHDM Ribeiro, RG da Silva, GT Ribeiro, VC Mariani, ... Chaos, Solitons & Fractals 166, 112982, 2023 | 32 | 2023 |
| Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings J Sauer, VC Mariani, L dos Santos Coelho, MHDM Ribeiro, M Rampazzo Evolving Systems, 1-12, 2022 | 32 | 2022 |
| Multi-objective ensemble model for short-term price forecasting in corn price time series MHDM Ribeiro, VHA Ribeiro, G Reynoso-Meza, L dos Santos Coelho 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 32 | 2019 |
| Ethyl-acetate fraction of Trichilia catigua protects against oxidative stress and neuroinflammation after cerebral ischemia/reperfusion J Godinho, AB de Sa-Nakanishi, LS Moreira, RMW de Oliveira, CH Huzita, ... Journal of ethnopharmacology 221, 109-118, 2018 | 26 | 2018 |
| Ethyl-acetate fraction of Trichilia catigua restores long-term retrograde memory and reduces oxidative stress and inflammation after global cerebral ischemia in rats J Godinho, RMW de Oliveira, AB de Sa-Nakanishi, CC Bacarin, ... Behavioural brain research 337, 173-182, 2018 | 24 | 2018 |
| Multi-step ahead bitcoin price forecasting based on VMD and ensemble learning methods RG Da Silva, MHDM Ribeiro, N Fraccanabbia, VC Mariani, ... 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 19 | 2020 |
| Solar power forecasting based on ensemble learning methods N Fraccanabbia, RG da Silva, MHDM Ribeiro, SR Moreno, ... 2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020 | 16 | 2020 |
Leandro dos Santos CoelhoProfessor of Electrical Engineering (UFPR), ALLIA FounderVerified email at ufpr.br
