2020

• OLIVEIRA, BRUNO ; SOUZA, RAYRA ; FONSECA, FLÁVIA ; GONÇALVES, STÉFANY ; JÚNIOR, CALEBE ; GUIMARÃES, FREDERICO . ANÁLISE DE USO DO SISTEMA ELÉTRICO AUXILIAR DE UM AQUECEDOR SOLAR, LOCALIZADO EM UM INSTITUTO PÚBLICO NO CENTRO-OESTE DE MINAS GERAIS. Revista Mundi Engenharia, Tecnologia e Gestão (ISSN: 2525-4782), v. 4, p. 1-17, 2020.
• MAIA, JOSÉ ; Severiano, Carlos Alberto ; Guimarães, Frederico Gadelha ; DE CASTRO, CRISTIANO LEITE ; LEMOS, ANDRÉ PAIM ; FONSECA GALINDO, JUAN CAMILO ; WEISS COHEN, MIRI . Evolving clustering algorithm based on mixture of typicalities for stream data mining. Future Generation Computer Systems, v. 106, p. 672-684, 2020.
• MENEGHINI, IVAN REINALDO ; ALVES, MARCOS ANTONIO ; GASPAR-CUNHA, ANTÓNIO ; Guimarães, Frederico Gadelha . Scalable and customizable benchmark problems for many-objective optimization. APPLIED SOFT COMPUTING, v. 90, p. 106139, 2020.
• SILVA, P. C. L. ; E LUCAS, PATRICIA DE OLIVEIRA ; SADAEI, HOSSEIN JAVEDANI ; GUIMARAES, F. G. . Distributed Evolutionary Hyperparameter Optimization for Fuzzy Time Series. IEEE Transactions on Network and Service Management, v. 17, p. 1309-1321, 2020.
• FERREIRA, WILLIAN M. ; MENEGHINI, IVAN R. ; BRANDAO, DANILO I. ; Guimarães, Frederico G. . Preference cone based multi-objective evolutionary algorithm applied to optimal management of distributed energy resources in microgrids. APPLIED ENERGY, v. 274, p. 115326, 2020.
• SILVA, PETRÔNIO C.L. ; BATISTA, PAULO V.C. ; LIMA, HÉLDER S. ; ALVES, MARCOS A. ; Guimarães, Frederico G. ; SILVA, RODRIGO C.P. . COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions. CHAOS SOLITONS & FRACTALS, v. 139, p. 110088, 2020.
• DE OLIVEIRA E LUCAS, PATRÍCIA ; ALVES, MARCOS ANTONIO ; DE LIMA E SILVA, PETRÔNIO CÂNDIDO ; Guimarães, Frederico Gadelha . Reference evapotranspiration time series forecasting with ensemble of convolutional neural networks. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 177, p. 105700, 2020.
• DE LIMA SILVA, PETRONIO CANDIDO ; SADAEI, HOSSEIN JAVEDANI ; BALLINI, ROSANGELA ; GUIMARAES, FREDERICO GADELHA . Probabilistic Forecasting With Fuzzy Time Series. IEEE TRANSACTIONS ON FUZZY SYSTEMS, v. 28, p. 1771-1784, 2020.
• SANTOS, ANDRÉ A. ; ROCHA, FILIPE A. S. ; REIS, AGNALDO J. DA R. ; Guimarães, Frederico G. . Automatic System for Visual Detection of Dirt Buildup on Conveyor Belts Using Convolutional Neural Networks. SENSORS, v. 20, p. 5762, 2020.
• DE LIMA E SILVA, PETRÔNIO CÂNDIDO ; Severiano, Carlos Alberto ; ALVES, MARCOS ANTONIO ; SILVA, RODRIGO ; COHEN, MIRI WEISS ; Guimarães, Frederico Gadelha . Forecasting in non-stationary environments with fuzzy time series. APPLIED SOFT COMPUTING, v. 97, p. 106825, 2020.
• JÚNIOR, MODESTO P. ; DA SILVA, MOISÉS T. ; Guimarães, Frederico G. ; EUZÉBIO, THIAGO A. M. . Energy savings in a rotary dryer due to a fuzzy multivariable control application. DRYING TECHNOLOGY (ON LINE), v. 38, p. 1-15, 2020.