Paulo S. G. de Mattos Neto

An intelligent hybridization of ARIMA with machine learning models for time series forecasting

Domingos S. de O. Santos Júnior, João Fausto Lorenzato de Oliveira, Paulo S. G. de Mattos Neto · Knowledge-Based Systems · 2019 · 179 citations

Intelligent Forecasting, Forecasting Methodology, Engineering +9

A Hybrid System Based on Dynamic Selection for Time Series Forecasting

João Fausto Lorenzato de Oliveira, Eraylson G. Silva, Paulo S. G. de Mattos Neto · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 84 citations

Forecasting Methodology, Engineering, Machine Learning +16

Neural-Based Ensembles for Particulate Matter Forecasting

Paulo S. G. de Mattos Neto, Paulo Renato Alves Firmino, Hugo Valadares Siqueira et al. · IEEE Access · 2021 · 59 citations · Full text

Meteorology, Forecasting Methodology, Environmental Monitoring +13

Correcting and combining time series forecasters

Paulo Renato Alves Firmino, Paulo S. G. de Mattos Neto, Tiago A. E. Ferreira · Neural Networks · 2013 · 49 citations

Forecasting Methodology, Probabilistic Forecasting, Uncertainty Quantification +6

An adaptive hybrid system using deep learning for wind speed forecasting

Paulo S. G. de Mattos Neto, João Fausto Lorenzato de Oliveira, Domingos S. de O. Santos et al. · Information Sciences · 2021 · 49 citations

Speed Forecasting, Engineering, Machine Learning +9