2023

  • DE CASTRO, GIULIA ZANON ; GUERRA, RÚBIA REIS ; Guimarães, Frederico Gadelha . Automatic translation of sign language with multi-stream 3D CNN and generation of artificial depth maps. EXPERT SYSTEMS WITH APPLICATIONS, v. 215, p. 119394, 2023.<\li>
  • OLIVEIRA, BRUNO ALBERTO SOARES ; CASTRO, GIULIA ZANON ; FERREIRA, GIOVANNA LUIZA MEDINA ; Guimarães, Frederico Gadelha . CML-Cardio: a cascade machine learning model to predict cardiovascular disease risk as a primary prevention strategy. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, p. 1-17, 2023.<\li>
  • BITENCOURT, HUGO VINICIUS ; DE SOUZA, LUIZ AUGUSTO FACURY ; DOS SANTOS, MATHEUS CASCALHO ; SILVA, RODRIGO ; SILVA, PETRÔNIO CÂNDIDO DE LIMA E ; Guimarães, Frederico Gadelha . Combining embeddings and fuzzy time series for high-dimensional time series forecasting in internet of energy applications. ENERGY, v. 271, p. 127072, 2023.<\li>
  • MOTA CARVALHO, THALES FRANCISCO ; SANTOS, VÍVIAN LUDIMILA AGUIAR ; SILVA, JOSE CLEYDSON FERREIRA ; FIGUEREDO, LIDA JOUCA DE ASSIS ; DE MIRANDA, SILVANA SPÍNDOLA ; DUARTE, RICARDO DE OLIVEIRA ; Guimarães, Frederico Gadelha . A systematic review and repeatability study on the use of deep learning for classifying and detecting tuberculosis bacilli in microscopic images. PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY, v. 180, p. 1-18, 2023.<\li>
  • REZAEI, BABAK ; GUIMARAES, FREDERICO GADELHA ; ENAYATIFAR, RASUL ; HADDOW, PAULINE C. . Combining genetic local search into a multi-population Imperialist Competitive Algorithm for the Capacitated Vehicle Routing Problem. APPLIED SOFT COMPUTING, v. 142, p. 110309, 2023.<\li>
  • ALVES, MARCOS ANTONIO ; MENEGHINI, IVAN REINALDO ; GASPAR-CUNHA, ANTÓNIO ; Guimarães, Frederico Gadelha . Machine Learning-Driven Approach for Large Scale Decision Making with the Analytic Hierarchy Process. Mathematics, v. 11, p. 627, 2023.<\li> <\ul>

2022

  • SANTOS, VÍVIAN LUDIMILA AGUIAR ; CARVALHO, THALES FRANCISCO MOTA ; DE ASSIS, LUCIANA PEREIRA ; WEISS-COHEN, MIRI ; Guimarães, Frederico Gadelha . Multi-objective Iterated Local Search based on decomposition for job scheduling problems with machine deterioration effect. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v. 112, p. 104826, 2022.
  • JUNQUEIRA, PAULO PINHEIRO ; MENEGHINI, IVAN REINALDO ; Guimarães, Frederico Gadelha . Multi-Objective Evolutionary Algorithm based on Decomposition with an External Archive and Local-Neighborhood Based Adaptation of Weights. Swarm and Evolutionary Computation, v. 71, p. 101079, 2022.
  • ORANG, OMID ; DE LIMA E SILVA, PETRÔNIO CÂNDIDO ; SILVA, RODRIGO ; Guimarães, Frederico Gadelha . Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A first introduction and applications. NEUROCOMPUTING, v. 512, p. 153-177, 2022.
  • LUCAS, PATRÍCIA O. ; ORANG, OMID ; SILVA, PETRÔNIO C. L. ; MENDES, EDUARDO M. A. M. ; Guimarães, Frederico G. . A Tutorial on Fuzzy Time Series Forecasting Models: Recent Advances and Challenges. LEARNING AND NONLINEAR MODELS, v. 19, p. 29-50, 2022.
  • ORANG, OMID ; DE LIMA E SILVA, PETRÔNIO CÂNDIDO ; Guimarães, Frederico Gadelha . Time series forecasting using fuzzy cognitive maps: a survey. ARTIFICIAL INTELLIGENCE REVIEW, v. 56, p. 1-62, 2022.
  • OLIVEIRA, BRUNO ALBERTO SOARES ; MOREIRA, JOÃO MARCELO PEIXOTO ; COELHO, PAULO RICARDO SILVA ; NEGRÃO-CORRÊA, DEBORAH APARECIDA ; GEIGER, STEFAN MICHAEL ; Guimarães, Frederico Gadelha . Automated diagnosis of schistosomiasis by using faster R-CNN for egg detection in microscopy images prepared by the Kato-Katz technique. NEURAL COMPUTING & APPLICATIONS, v. 34, p. 9025-9042, 2022.
  • PINTO, ARTHUR CAIO VARGAS ; FERNANDES, THIAGO ESTERCI ; SILVA, PETRÔNIO C. L. ; Guimarães, Frederico G. ; WAGNER, CHRISTIAN ; PESTANA DE AGUIAR, EDUARDO . Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach. EVOLVING SYSTEMS, v. 13, p. 703-721, 2022.
  • BITENCOURT, HUGO VINICIUS ; ORANG, OMID ; DE SOUZA, LUIZ AUGUSTO FACURY ; SILVA, PETRÔNIO C. L. ; Guimarães, Frederico Gadelha . An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications. NEURAL COMPUTING & APPLICATIONS, v. 35, p. 9407-9420, 2022.

2021

  • LOTT, GABRIEL D. ; DA SILVA, MOISES T. ; COTA, LUCIANO P. ; Guimaraes, Frederico G. ; EUZEBIO, THIAGO A. M. . Fuzzy Decision Support System for the Calibration of Laboratory-Scale Mill Press Parameters. IEEE Access, v. 9, p. 24901-24912, 2021.
  • REZENDE, TAMIRES MARTINS ; ALMEIDA, SÍLVIA GRASIELLA MOREIRA ; Guimarães, Frederico Gadelha . Development and validation of a Brazilian sign language database for human gesture recognition. NEURAL COMPUTING & APPLICATIONS, v. 33, p. 1-20, 2021.
  • SEVERIANO, CARLOS A. ; DE CÂNDIDO DE LIMA E SILVA, PETRÔNIO ; COHEN, MIRI WEISS ; Guimarães, Frederico Gadelha . Evolving Fuzzy Time Series for Spatio-temporal Forecasting in Renewable Energy Systems. RENEWABLE ENERGY, v. 171, p. 764-783, 2021.
  • ALVES, MARCOS ANTONIO ; ZANON DE CASTRO, GIULIA ; SOARES OLIVEIRA, BRUNO ALBERTO ; FERREIRA, LEONARDO AUGUSTO ; RAMÍREZ, JAIME ARTURO ; SILVA, RODRIGO ; Guimarães, Frederico Gadelha . Explaining Machine Learning based Diagnosis of COVID-19 from Routine Blood Tests with Decision Trees and Criteria Graphs. COMPUTERS IN BIOLOGY AND MEDICINE, v. 132, p. 104335, 2021.
  • HAGHNAZAR KOOCHAKSARAEI, ROOZBEH ; GADELHA GUIMARÃES, FREDERICO ; HAMIDZADEH, BABAK ; HASHEMKHANI ZOLFANI, SARFARAZ . Visualization Method for Decision-Making: A Case Study in Bibliometric Analysis. Mathematics, v. 9, p. 940-946, 2021.
  • RIBEIRO, ROBERTO G. ; COTA, LUCIANO P. ; EUZEBIO, THIAGO A. M. ; Ramirez, Jaime A. ; Guimaraes, Frederico G. . Unmanned-Aerial-Vehicle Routing Problem With Mobile Charging Stations for Assisting Search and Rescue Missions in Postdisaster Scenarios. IEEE Transactions on Systems Man Cybernetics-Systems, v. 52, p. 1-15, 2021.
  • RIBEIRO, ROBERTO GOMES ; COTA, LUCIANO PERDIGÃO ; EUZÉBIO, THIAGO ANTÔNIO MELO ; RAMÍREZ, JAIME ARTURO ; Guimarães, Frederico Gadelha . Missões de busca e resgate utilizando drones e plataformas de abastecimento móveis. Revista da Universidade Federal de Minas Gerais, v. 27, p. 646-669, 2021.
  • GALINDRES, LUIS FERNANDO ; Guimarães, Frederico Gadelha ; GALLEGO-RENDÓN, RAMÓN ALFONSO . Multi-objective sustainable capacitated location routing problem formulation in sustainable supply-chain management. ENGINEERING OPTIMIZATION (ONLINE), v. 54, p. 1-16, 2021.



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