João Fausto Lorenzato de Oliveira

According to our database, João Fausto Lorenzato de Oliveira authored at least 15 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2024

An Evolutionary Approach to Forecasting Models Hybridization.

Camila Ascendina, Paulo Salgado Gomes de Mattos Neto, João Fausto Lorenzato de Oliveira, Péricles B. C. de Miranda

Proceedings of the 2024 16th International Conference on Machine Learning and Computing, 2024

2023

Legal Judgement Prediction: A comparative analysis of legal documents in Brazil.

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, Nathália Cauás, Bruno José Torres Fernandes

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023

Hybrid System with Dynamic Classification for Combining Time Series Forecasts.

Emilly Pereira Alves, Felipe Alberto B. S. Ferreira, Francisco Madeiro, Paulo S. G. de Mattos Neto, João Fausto Lorenzato de Oliveira

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023

2022

Classification of Legal Documents in Portuguese Language Based on Summarization.

Marie Chantelle Cruz Medina, Lucas Matheus Da Silva Oliveira, Jean Felipe Coelho Ferreira, Leandro Honorato de Souza Silva, Cleyton Mário de Oliveira Rodrigues, João Fausto Lorenzato de Oliveira, Paulo Christiano Sobral, Bruno Souza, Dionizio Feitosa, Bruno J. T. Fernandes

Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022

Early prediction of generalized infection in intensive care units from clinical data: a committee-based machine learning approach.

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 Pinheiro dos Santos

Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022

A Hybrid System with Nonlinear Combination for Wind Speed Forecasting.

Leonardo de Leon Dias, Emerson Alexandre de Oliveira Lima, João Fausto Lorenzato de Oliveira

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

A hybrid system for Lithium-ion battery State-of-Charge univariate forecasting.

Marie Chantelle Cruz Medina, João Fausto Lorenzato de Oliveira

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020

On the evaluation of dynamic selection parameters for time series forecasting.

Eraylson G. Silva, George D. C. Cavalcanti, João Fausto Lorenzato de Oliveira, Paulo S. G. de Mattos Neto

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Hybrid System for Time Series using Iterative Residual Forecasting Models.

Eraylson Galdino da Silva, Paulo Salgado Gomes de Mattos Neto, João Fausto Lorenzato de Oliveira

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Hyper-Heuristics Using Genetic Programming to Time Series Forecasting.

Mariana Macedo, Carlos Henrique Macedo dos Santos, Eronita Maria Luizines Van Leijden, João Fausto Lorenzato de Oliveira, Fernando Buarque de Lima Neto, Hugo Siqueira

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018

2017

A Hybrid Semi-linear System for Time Series Forecasting.

João Fausto Lorenzato de Oliveira, Emanoel Francisco Spósito Barreiros, Cleyton Mário de Oliveira Rodrigues, Adauto Trigueiro de Almeida Filho

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2014

A distributed PSO-ARIMA-SVR hybrid system for time series forecasting.

João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

A Hybrid Evolutionary System for Parameter Optimization and Lag Selection in Time Series Forecasting.

João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

2012

A Modified Artificial Fish Swarm Algorithm for the Optimization of Extreme Learning Machines.

João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011

Homogeneous Ensemble Selection through Hierarchical Clustering with a Modified Artificial Fish Swarm Algorithm.

João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011