João Fausto Lorenzato de Oliveira

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 17

Top Topics

Portuguese Language

Legal Documents

Parameter Optimization

Hybrid Evolutionary

Top Venues

Publications

Camila Ascendina, Paulo Salgado Gomes de Mattos Neto, João Fausto Lorenzato de Oliveira, Péricles B. C. de Miranda
An Evolutionary Approach to Forecasting Models Hybridization. ICMLC (2024)
Marie Chantelle Cruz Medina, João Fausto Lorenzato de Oliveira
A selective hybrid system for state-of-charge forecasting of lithium-ion batteries. J. Supercomput. 79 (14) (2023)
Cristian Millán-Arias, Marie Chantelle Cruz Medina, Jean Felipe Coelho Ferreira, Lucas Matheus Da Silva Oliveira, Allana Rocha, Leandro Honorato de Souza Silva, Cleyton M. O. Rodrigues, João Fausto Lorenzato de Oliveira, Paulo Christiano Sobral, Nathalia Cauás, Bruno José Torres Fernandes
Legal Judgement Prediction: A comparative analysis of legal documents in Brazil. LA-CCI (2023)
Emilly Pereira Alves, Felipe Alberto B. S. Ferreira, Francisco Madeiro, Paulo S. G. de Mattos Neto, João Fausto Lorenzato de Oliveira
Hybrid System with Dynamic Classification for Combining Time Series Forecasts. LA-CCI (2023)
Marie Chantelle Cruz Medina, Lucas Matheus Da Silva Oliveira, Jean Felipe Coelho Ferreira, Leandro Honorato de Souza Silva, Cleyton Mario O. Rodrigues, João Fausto Lorenzato de Oliveira, Paulo Christiano Sobral, Bruno Souza, Dionizio Feitosa, Bruno J. T. Fernandes
Classification of Legal Documents in Portuguese Language Based on Summarization. LA-CCI (2022)
Leonardo de Leon Dias, Emerson Alexandre de Oliveira Lima, João Fausto Lorenzato de Oliveira
A Hybrid System with Nonlinear Combination for Wind Speed Forecasting. BRACIS (2) (2022)
Flávio Secco Fonseca, Arianne Sarmento Torcate, Ana Clara Gomes da Silva, Victor Hugo Wanderley Freire, Gilles Paiva de Medeiros de Farias, João Fausto Lorenzato de Oliveira, Flávio Monteiro De Oliveira Júnior, José Carlos da Silva Júnior, Dayane Aparecida Gomes, Wellington Pinheiros dos Santos
Early prediction of generalized infection in intensive care units from clinical data: a committee-based machine learning approach. LA-CCI (2022)
Marie Chantelle Cruz Medina, João Fausto Lorenzato de Oliveira
A hybrid system for Lithium-ion battery State-of-Charge univariate forecasting. ICTAI (2021)
Paulo S. G. de Mattos Neto, Paulo Renato A. Firmino, Hugo Siqueira, Yara de Souza Tadano, Thiago Antonini Alves, João Fausto Lorenzato de Oliveira, Manoel Henrique da Nobrega Marinho, Francisco Madeiro
Neural-Based Ensembles for Particulate Matter Forecasting. IEEE Access 9 (2021)
Maicon Herverton Lino Ferreira da Silva Barros, Geovanne Oliveira Alves, Lubnnia Morais Florêncio Souza, Élisson da Silva Rocha, João Fausto Lorenzato de Oliveira, Theo Lynn, Vanderson Sampaio, Patricia Takako Endo
Benchmarking Machine Learning Models to Assist in the Prognosis of Tuberculosis. Informatics 8 (2) (2021)
Eraylson G. Silva, George D. C. Cavalcanti, João Fausto Lorenzato de Oliveira, Paulo S. G. de Mattos Neto
On the evaluation of dynamic selection parameters for time series forecasting. IJCNN (2020)
João Fausto Lorenzato de Oliveira, Luciano Demetrio Santos Pacífico, Paulo Salgado Gomes de Mattos Neto, Emanoel Francisco Spósito Barreiros, Cleyton Mário de Oliveira Rodrigues, Adauto Trigueiro de Almeida Filho
A hybrid optimized error correction system for time series forecasting. Appl. Soft Comput. 87 (2020)
Paulo S. G. de Mattos Neto, João Fausto Lorenzato de Oliveira, Domingos S. de O. Junior, Hugo Valadares Siqueira, Manoel Henrique da Nobrega Marinho, Francisco Madeiro
A Hybrid Nonlinear Combination System for Monthly Wind Speed Forecasting. IEEE Access 8 (2020)
Eraylson Galdino da Silva, Paulo Salgado Gomes de Mattos Neto, João Fausto Lorenzato de Oliveira
Hybrid System for Time Series using Iterative Residual Forecasting Models. BRACIS (2019)
Mariana Macedo, Carlos Henrique Macedo dos Santos, Eronita Maria Luizines Van Leijden, João Fausto Lorenzato de Oliveira, Fernando Buarque de Lima Neto, Hugo Siqueira
Hyper-Heuristics Using Genetic Programming to Time Series Forecasting. LA-CCI (2018)
João Fausto Lorenzato de Oliveira, Emanoel Francisco Spósito Barreiros, Cleyton Mário de Oliveira Rodrigues, Adauto Trigueiro de Almeida Filho
A Hybrid Semi-linear System for Time Series Forecasting. BRACIS (2017)
João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir
A hybrid evolutionary decomposition system for time series forecasting. Neurocomputing 180 (2016)
João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir
A distributed PSO-ARIMA-SVR hybrid system for time series forecasting. SMC (2014)
João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir
A Hybrid Evolutionary System for Parameter Optimization and Lag Selection in Time Series Forecasting. BRACIS (2014)
João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir
A Modified Artificial Fish Swarm Algorithm for the Optimization of Extreme Learning Machines. ICANN (2) (2012)
João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir
Homogeneous Ensemble Selection through Hierarchical Clustering with a Modified Artificial Fish Swarm Algorithm. ICTAI (2011)