João Fausto Lorenzato de Oliveira

24 papers B 4Misc 1Journal 8Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Hybrid Music Recommendation System Based on K-Means Clustering and Multilayer Perceptron. ICEIS (1) Rafael Cintra de Araúijo, Victor Moisés Silveira Santos, João Fausto Lorenzato de Oliveira, Alexandre M. A. Maciel
2025	J	`jnl`	A local learning approach for sequential hybrid systems in time series forecasting. Neurocomputing Marie Chantelle Cruz Medina, João Fausto Lorenzato de Oliveira
2025	J	`jnl`	Dynamic selection of ensemble-based regression models: Systematic literature review. Expert Syst. Appl. Halcyon Davys Pereira De Carvalho, João Fausto Lorenzato de Oliveira, Roberta Andrade de Araújo Fagundes
2024	Misc	`conf`	An Evolutionary Approach to Forecasting Models Hybridization. ICMLC Camila Ascendina, Paulo Salgado Gomes de Mattos Neto, João Fausto Lorenzato de Oliveira, Péricles B. C. Miranda
2023	J	`jnl`	A selective hybrid system for state-of-charge forecasting of lithium-ion batteries. J. Supercomput. Marie Chantelle Cruz Medina, João Fausto Lorenzato de Oliveira
2023	—	`conf`	Hybrid System with Dynamic Classification for Combining Time Series Forecasts. LA-CCI Emilly Pereira Alves, Felipe Alberto B. S. Ferreira, Francisco Madeiro, Paulo S. G. de Mattos Neto, João Fausto Lorenzato de Oliveira
2023	—	`conf`	Legal Judgement Prediction: A comparative analysis of legal documents in Brazil. LA-CCI 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
2022	—	`conf`	A Hybrid System with Nonlinear Combination for Wind Speed Forecasting. BRACIS (2) Leonardo de Leon Dias, Emerson Alexandre de Oliveira Lima, João Fausto Lorenzato de Oliveira
2022	—	`conf`	Classification of Legal Documents in Portuguese Language Based on Summarization. LA-CCI 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
2022	—	`conf`	Early prediction of generalized infection in intensive care units from clinical data: a committee-based machine learning approach. LA-CCI 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
2021	B	`conf`	A hybrid system for Lithium-ion battery State-of-Charge univariate forecasting. ICTAI Marie Chantelle Cruz Medina, João Fausto Lorenzato de Oliveira
2021	J	`jnl`	Benchmarking Machine Learning Models to Assist in the Prognosis of Tuberculosis. Informatics 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 de Souza Sampaio, Patricia Takako Endo
2021	J	`jnl`	Neural-Based Ensembles for Particulate Matter Forecasting. IEEE Access 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
2020	J	`jnl`	A Hybrid Nonlinear Combination System for Monthly Wind Speed Forecasting. IEEE Access 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
2020	J	`jnl`	A hybrid optimized error correction system for time series forecasting. Appl. Soft Comput. 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
2020	B	`conf`	On the evaluation of dynamic selection parameters for time series forecasting. IJCNN Eraylson G. Silva, George D. C. Cavalcanti, João Fausto Lorenzato de Oliveira, Paulo S. G. de Mattos Neto
2019	—	`conf`	Hybrid System for Time Series using Iterative Residual Forecasting Models. BRACIS Eraylson Galdino da Silva, Paulo Salgado Gomes de Mattos Neto, João Fausto Lorenzato de Oliveira
2018	—	`conf`	Hyper-Heuristics Using Genetic Programming to Time Series Forecasting. LA-CCI Mariana Macedo, Carlos Henrique Macedo dos Santos, Eronita Maria Luizines Van Leijden, João Fausto Lorenzato de Oliveira, Fernando Buarque de Lima Neto, Hugo Siqueira
2017	—	`conf`	A Hybrid Semi-linear System for Time Series Forecasting. BRACIS João Fausto Lorenzato de Oliveira, Emanoel Francisco Spósito Barreiros, Cleyton Mário de Oliveira Rodrigues, Adauto Trigueiro de Almeida Filho
2016	J	`jnl`	A hybrid evolutionary decomposition system for time series forecasting. Neurocomputing João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir
2014	—	`conf`	A Hybrid Evolutionary System for Parameter Optimization and Lag Selection in Time Series Forecasting. BRACIS João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir
2014	B	`conf`	A distributed PSO-ARIMA-SVR hybrid system for time series forecasting. SMC João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir
2012	—	`conf`	A Modified Artificial Fish Swarm Algorithm for the Optimization of Extreme Learning Machines. ICANN (2) João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir
2011	B	`conf`	Homogeneous Ensemble Selection through Hierarchical Clustering with a Modified Artificial Fish Swarm Algorithm. ICTAI João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir