Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models
Larcher, José Henrique Kleinübing, Stefenon, Stefano Frizzo, Coelho, Leandro dos Santos, Mariani, Viviana Cocco
Published in Expert systems with applications (01.12.2024)
Published in Expert systems with applications (01.12.2024)
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Journal Article
Decoding Electroencephalography Signal Response by Stacking Ensemble Learning and Adaptive Differential Evolution
Ribeiro, Matheus Henrique Dal Molin, da Silva, Ramon Gomes, Larcher, José Henrique Kleinubing, Mendes, Andre, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in Sensors (Basel, Switzerland) (01.08.2023)
Published in Sensors (Basel, Switzerland) (01.08.2023)
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Journal Article
Multi-step short-term wind speed forecasting based on multi-stage decomposition coupled with stacking-ensemble learning approach
da Silva, Ramon Gomes, Moreno, Sinvaldo Rodrigues, Ribeiro, Matheus Henrique Dal Molin, Larcher, José Henrique Kleinübing, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in International journal of electrical power & energy systems (01.12.2022)
Published in International journal of electrical power & energy systems (01.12.2022)
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Journal Article
Forecasting COVID-19 pandemic using an echo state neural network-based framework
Kleinubing Larcher, Jose Henrique, Gomes Da Silva, Ramon, Dal Molin Ribeiro, Matheus Henrique, Dos Santos Coelho, Leandro, Cocco Mariani, Viviana
Published in 2021 International Joint Conference on Neural Networks (IJCNN) (18.07.2021)
Published in 2021 International Joint Conference on Neural Networks (IJCNN) (18.07.2021)
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Conference Proceeding
Variational mode decomposition and bagging extreme learning machine with multi-objective optimization for wind power forecasting
Ribeiro, Matheus Henrique Dal Molin, da Silva, Ramon Gomes, Moreno, Sinvaldo Rodrigues, Canton, Cristiane, Larcher, José Henrique Kleinübing, Stefenon, Stefano Frizzo, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in Applied intelligence (Dordrecht, Netherlands) (01.02.2024)
Published in Applied intelligence (Dordrecht, Netherlands) (01.02.2024)
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Journal Article
Seasonal-trend and multiobjective ensemble learning model for water consumption forecasting
Dal Molin Ribeiro, Matheus Henrique, Da Silva, Ramon Gomes, Larcher, Jose Henrique Kleinubing, De Lima, Jose Donizetti, Mariani, Viviana Cocco, Dos Santos Coelho, Leandro
Published in 2021 International Joint Conference on Neural Networks (IJCNN) (18.07.2021)
Published in 2021 International Joint Conference on Neural Networks (IJCNN) (18.07.2021)
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Conference Proceeding