A Dynamic Predictor Selection Method Based on Recent Temporal Windows for Time Series Forecasting

by Eraylson G. Silva, Paulo S. G. De Mattos Neto, George D. C. Cavalcanti
Published 2021-01-01

An Approach to Improve the Performance of PM Forecasters.

by Paulo S G de Mattos Neto, George D C Cavalcanti, Francisco Madeiro, Tiago A E Ferreira
Published 2015-01-01

Time-series forecasting of pollutant concentration levels using particle swarm optimization and artificial neural networks

by Francisco S. de Albuquerque Filho, Francisco Madeiro, Sérgio M. M. Fernandes, Paulo S. G. de Mattos Neto, Tiago A. E. Ferreira
Published 2013-01-01

Evolutionary Hybrid System for Energy Consumption Forecasting for Smart Meters

by Diogo M. F. Izidio, Paulo S. G. de Mattos Neto, Luciano Barbosa, João F. L. de Oliveira, Manoel Henrique da Nóbrega Marinho, Guilherme Ferretti Rissi
Published 2021-03-01

A Hybrid Nonlinear Combination System for Monthly Wind Speed Forecasting

by Paulo S. G. de Mattos Neto, Joao Fausto Lorenzato de Oliveira, Domingos Savio de Oliveira Santos Junior, Hugo Valadares Siqueira, Manoel Henrique Da Nobrega Marinho, Francisco Madeiro
Published 2020-01-01

A Methodology to Increase the Accuracy of Particulate Matter Predictors Based on Time Decomposition

by Paulo S. G. de Mattos Neto, Manoel H. N. Marinho, Hugo Siqueira, Yara de Souza Tadano, Vivian Machado, Thiago Antonini Alves, João Fausto L. de Oliveira, Francisco Madeiro
Published 2020-09-01

Neural-Based Ensembles for Particulate Matter Forecasting

by Paulo S. G. De Mattos Neto, Paulo Renato A. Firmino, Hugo Siqueira, Yara De Souza Tadano, Thiago Antonini Alves, Joao Fausto L. De Oliveira, Manoel Henrique Da Nobrega Marinho, Francisco Madeiro
Published 2021-01-01

Neural-Based Ensembles and Unorganized Machines to Predict Streamflow Series from Hydroelectric Plants

by Jônatas Belotti, Hugo Siqueira, Lilian Araujo, Sérgio L. Stevan, Paulo S.G. de Mattos Neto, Manoel H. N. Marinho, João Fausto L. de Oliveira, Fábio Usberti, Marcos de Almeida Leone Filho, Attilio Converti, Leonie Asfora Sarubbo
Published 2020-09-01

Selection of Temporal Lags for Predicting Riverflow Series from Hydroelectric Plants Using Variable Selection Methods

by Hugo Siqueira, Mariana Macedo, Yara de Souza Tadano, Thiago Antonini Alves, Sergio L. Stevan, Domingos S. Oliveira, Manoel H.N. Marinho, Paulo S.G. de Mattos Neto,  João F. L. de Oliveira, Ivette Luna, Marcos de Almeida Leone Filho, Leonie Asfora Sarubbo, Attilio Converti
Published 2020-08-01