Energy Consumption Forecasting for Smart Meters Using Extreme Learning Machine Ensemble
de Mattos Neto, Paulo S. G., de Oliveira, João F. L., Bassetto, Priscilla, Siqueira, Hugo Valadares, Barbosa, Luciano, Alves, Emilly Pereira, Marinho, Manoel H. N., Rissi, Guilherme Ferretti, Li, Fu
Published in Sensors (Basel, Switzerland) (03.12.2021)
Published in Sensors (Basel, Switzerland) (03.12.2021)
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Journal Article
Selection of Temporal Lags for Predicting Riverflow Series from Hydroelectric Plants Using Variable Selection Methods
Siqueira, Hugo, Macedo, Mariana, Tadano, Yara de Souza, Alves, Thiago Antonini, Stevan, Sergio L., Oliveira, Domingos S., Marinho, Manoel H.N., Neto, Paulo S.G. de Mattos, Oliveira, João F. L. de, Luna, Ivette, Filho, Marcos de Almeida Leone, Sarubbo, Leonie Asfora, Converti, Attilio
Published in Energies (Basel) (01.08.2020)
Published in Energies (Basel) (01.08.2020)
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Journal Article
Solar Irradiance Forecasting Using Dynamic Ensemble Selection
de O. Santos, Domingos S., de Mattos Neto, Paulo S. G., de Oliveira, João F. L., Siqueira, Hugo Valadares, Barchi, Tathiana Mikamura, Lima, Aranildo R., Madeiro, Francisco, Dantas, Douglas A. P., Converti, Attilio, Pereira, Alex C., de Melo Filho, José Bione, Marinho, Manoel H. N.
Published in Applied sciences (01.04.2022)
Published in Applied sciences (01.04.2022)
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Journal Article
Use of machine learning and multilevel analysis in hierarchical approaches of public expenditure forecasting
Neto, Jose Ivo Carille, Neto, Fernando B. de L., Joao de Oliveira, F. L.
Published in 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (09.10.2022)
Published in 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (09.10.2022)
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Conference Proceeding
Evolutionary Hybrid System for Energy Consumption Forecasting for Smart Meters
Izidio, Diogo M. F., de Mattos Neto, Paulo S. G., Barbosa, Luciano, de Oliveira, João F. L., Marinho, Manoel Henrique da Nóbrega, Rissi, Guilherme Ferretti
Published in Energies (Basel) (01.04.2021)
Published in Energies (Basel) (01.04.2021)
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Journal Article
Early detection of students at risk of failure from a small dataset
Leite, Denis, Filho, Edson, de Oliveira, Joao F. L., Carneiro, Rodrigo E., Maciel, Alexandre
Published in 2021 International Conference on Advanced Learning Technologies (ICALT) (01.07.2021)
Published in 2021 International Conference on Advanced Learning Technologies (ICALT) (01.07.2021)
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Conference Proceeding
Heterogeneous Ensemble for Multi-Step Solar Irradiance Forecasting in Brazilian's Sites
Santos, Domingos Savio de O., Dantas, Douglas A. P., de Mattos Neto, Paulo S. G., Siqueira, Hugo Valadares, Lima, Aranildo R., Madeiro, Francisco, de Oliveira, Joao. F. L., Pereira, Alex C., Marinho, Manoel H. N.
Published in 2023 Workshop on Communication Networks and Power Systems (WCNPS) (30.11.2023)
Published in 2023 Workshop on Communication Networks and Power Systems (WCNPS) (30.11.2023)
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Conference Proceeding
Swarm Based Ensembles for Time Series Residual Forecasting
de Holanda, Rafael Bergamo B., de Oliveira, Joao F. L.
Published in 2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI) (01.11.2020)
Published in 2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI) (01.11.2020)
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Conference Proceeding
A hybrid sequential system for inflation forecasting
Xavier, Andre L. S, Fernandes, Bruno J. T., de Oliveira, Joao F. L.
Published in 2021 IEEE Latin American Conference on Computational Intelligence (LA-CCI) (02.11.2021)
Published in 2021 IEEE Latin American Conference on Computational Intelligence (LA-CCI) (02.11.2021)
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Conference Proceeding
An adaptive hybrid system using deep learning for wind speed forecasting
de Mattos Neto, Paulo S.G., de Oliveira, João F.L., de O. Santos Júnior, Domingos S., Siqueira, Hugo Valadares, Marinho, Manoel H.N., Madeiro, Francisco
Published in Information sciences (01.12.2021)
Published in Information sciences (01.12.2021)
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Journal Article