Multi-step wind speed forecasting based on hybrid multi-stage decomposition model and long short-term memory neural network
Rodrigues Moreno, Sinvaldo, Gomes da Silva, Ramon, Cocco Mariani, Viviana, dos Santos Coelho, Leandro
Published in Energy conversion and management (01.06.2020)
Published in Energy conversion and management (01.06.2020)
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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
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
Application of a demand forecasting model in a rental company of billiard tables
Silva, Ramon Gomes da, Oliveira, Alef Berg de, Silva, Igor Cruz da, Farias, Thulio de Oliveria
Published in ITEGAM-JETIA (01.09.2018)
Published in ITEGAM-JETIA (01.09.2018)
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Journal Article
Efficient bootstrap stacking ensemble learning model applied to wind power generation forecasting
Ribeiro, Matheus Henrique Dal Molin, da Silva, Ramon Gomes, Moreno, Sinvaldo Rodrigues, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in International journal of electrical power & energy systems (01.03.2022)
Published in International journal of electrical power & energy systems (01.03.2022)
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Journal Article
A novel decomposition-ensemble learning framework for multi-step ahead wind energy forecasting
da Silva, Ramon Gomes, Ribeiro, Matheus Henrique Dal Molin, Moreno, Sinvaldo Rodrigues, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in Energy (Oxford) (01.02.2021)
Published in Energy (Oxford) (01.02.2021)
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Journal Article
Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables
da Silva, Ramon Gomes, Ribeiro, Matheus Henrique Dal Molin, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in Chaos, solitons and fractals (01.10.2020)
Published in Chaos, solitons and fractals (01.10.2020)
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Journal Article
Cooperative ensemble learning model improves electric short-term load forecasting
Ribeiro, Matheus Henrique Dal Molin, da Silva, Ramon Gomes, Ribeiro, Gabriel Trierweiler, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in Chaos, solitons and fractals (01.01.2023)
Published in Chaos, solitons and fractals (01.01.2023)
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Journal Article
Discrete differential evolution metaheuristics for permutation flow shop scheduling problems
Morais, Márcia de Fátima, Ribeiro, Matheus Henrique Dal Molin, da Silva, Ramon Gomes, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in Computers & industrial engineering (01.04.2022)
Published in Computers & industrial engineering (01.04.2022)
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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
Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil
Ribeiro, Matheus Henrique Dal Molin, da Silva, Ramon Gomes, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in arXiv.org (21.07.2020)
Published in arXiv.org (21.07.2020)
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Paper
Journal Article
Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables
da Silva, Ramon Gomes, Ribeiro, Matheus Henrique Dal Molin, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in arXiv.org (21.07.2020)
Published in arXiv.org (21.07.2020)
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Paper
Journal Article
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
A BIBLIOMETRIC REVIEW OF PROCESS MINING IN MANUFACTURING PROCESSES
Gomes da Silva, Ramon
Published in Revista Latino-Americana de Inovação e Engenharia de Produção (11.07.2019)
Published in Revista Latino-Americana de Inovação e Engenharia de Produção (11.07.2019)
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Journal Article
Multi-step ahead Bitcoin Price Forecasting Based on VMD and Ensemble Learning Methods
da Silva, Ramon Gomes, Dal Molin Ribeiro, Matheus Henrique, Fraccanabbia, Naylene, Mariani, Viviana Cocco, dos Santos Coelho, Leandro
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
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Conference Proceeding
Short-term forecasting of Amazon rainforest fires based on ensemble decomposition model
da Silva, Ramon Gomes, Ribeiro, Matheus Henrique Dal Molin, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Year of Publication 15.07.2020
Year of Publication 15.07.2020
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Journal Article
Solar Power Forecasting Based on Ensemble Learning Methods
Fraccanabbia, Naylene, da Silva, Ramon Gomes, Henrique Dal Molin Ribeiro, Matheus, Moreno, Sinvaldo Rodrigues, dos Santos Coelho, Leandro, Mariani, Viviana Cocco
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
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Conference Proceeding
Electricity energy price forecasting based on hybrid multi-stage heterogeneous ensemble: Brazilian commercial and residential cases
Ribeiro, Matheus Henrique Dal Molin, da Silva, Ramon Gomes, Canton, Cristiane, Fraccanabbia, Naylene, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
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Conference Proceeding