João Fausto Lorenzato de Oliveira

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

A hybrid evolutionary decomposition system for time series forecasting

João Fausto Lorenzato de Oliveira, Teresa B. Ludermir · Neurocomputing · 2015 · 80 citations

Forecasting Methodology, Engineering, Data Science +5

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

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