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Frederico Gadelha Guimarães

Universidade Federal de Minas Gerais

40H-index
311Paper Count
5.7KCitation Count
Published Papers 58
Publication Date
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Leveraging Large Language Models for time series forecasting: A systematic literature review
errKnowledge-Based Systems
IF7.6
err2026-04-12
err0
PREAI
errGabriel Ikaro Fonseca de Paiva; Arthur Caio Vargas e Pinto; Marcos Antonio Alves; Omid Orang; Lucas Malacarne Astore; Marcus Vinicius Moraes Oliveira; Frederico Gadelha Guimarães
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Automated forecasting model leveraging large reservoirs of randomized fuzzy cognitive maps
errEvolving Systems
IF2.7
err2025-11-11
err0
PREAI
errOmid Orang; Fabricio J. Erazo-Costa; Petrônio C. L. Silva; Guilherme de Alencar Barreto; Frederico Gadelha Guimarães
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errSave
Sociodemographic and political factors associated with COVID-19 mortality in Brazilian municipalities across three years: An approach supported by Gaussian Mixture clustering
errSpatial and Spatio-temporal Epidemiology
IF1.7
err2025-11-01
err0
PREAI
errLima, Helder Seixas; De Lima e Silva, Petronio Candido; Meira Jr, Wagner; Tupinambas, Unai; Costa, Marcelo Azevedo; Guimaraes, Frederico Gadelha
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Automated rotation and cropping of the wax insert area of mammography phantom images
errThe European Physical Journal Special Topics
IF0
err2025-09-17
err0
PREAI
errRoger Ferreira da Silva; Laila Fernanda Moreira de Almeida; Maria do Socorro Nogueira; Frederico Gadelha Guimarães
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errSave
Automated machine learning based on decomposition, causality and evolutionary multitask optimization for time series forecasting
errNeurocomputing
IF6.5
err2025-09-15
err0
PREAI
errPatrícia de Oliveira e Lucas; Frederico Gadelha Guimarães; Eduardo M.A.M. Mendes
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errSave
Time Series Classification Using Federated Convolutional Neural Networks and Image-Based Representations
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errSilva, Felipe A. R.; Orang, Omid; Javier Erazo-Costa, Fabricio; Silva, Petronio C. L.; Barros, Pedro H.; Ferreira, Ricardo P. M.; Gadelha Guimaraes, Frederico
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NetCodeAIoT: Enhancing Augmented Intelligence of Things for Vehicle Systems in 5G Networks
errieee open journal of the industrial electronics society
IF6.1
err2025-01-01
err0
errOAAI
errOkuwudili Mathew Ugochukwu; Renata Lopes Rosa; Muhammad Saadi; Demóstenes Z. Rodríguez; Frederico G. Guimarães
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errSave
DE3D-NURBS: A differential evolution-based 3D path-planner integrating kinematic constraints and obstacle avoidance
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-09-01
err1
PREAI
errFreitas, Elias J. R.; Cohen, Miri Weiss; Neto, Armando A.; Guimaraes, Frederico Gadelha; Pimenta, Luciano C. A.
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Exploring dynamic population Island genetic algorithm for solving the capacitated vehicle routing problem
errMEMETIC COMPUTING
IF2.3
err2024-06-10
err0
PREAI
errRezaei, Babak; Gadelha Guimaraes, Frederico; Enayatifar, Rasul; C. Haddow, Pauline
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errSave
Multiple-Input-Multiple-Output Randomized Fuzzy Cognitive Map Method for High-Dimensional Time Series Forecasting
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2024-06-01
err0
PREAI
errOrang, Omid; Bitencourt, Hugo Vinicius; de Souza, Luiz Augusto Facury; Lucas, Patricia de Oliveira; Silva, Petronio C. L.; Guimaraes, Frederico Gadelha
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errSave
A Fuzzy-Probabilistic Representation Learning Method for Time Series Classification
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2024-05-01
err0
PREAI
errErazo-Costa, Fabricio Javier; Silva, Petronio C. L.; Guimaraes, Frederico Gadelha
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errSave
Automated constructionmanagement platform with image analysis using deep learning neural networks
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2023-09-08
err2
PREAI
errSoares Oliveira, Bruno Alberto; de Faria Neto, Abilio Pereira; Arruda Fernandino, Roberto Marcio; Carvalho, Rogerio Fernandes; Bo, Tan; Guimaraes, Frederico Gadelha
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errSave
Combining genetic local search into a multi-population Imperialist Competitive Algorithm for the Capacitated Vehicle Routing Problem
errAPPLIED SOFT COMPUTING
IF6.6
err2023-07-01
err10
PREAI
errRezaei, Babak; Guimaraes, Frederico Gadelha; Enayatifar, Rasul; Haddow, Pauline C.
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errSave
A systematic review and repeatability study on the use of deep learning for classifying and detecting tuberculosis bacilli in microscopic images
errPROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY
IF4.5
err2023-07-01
err4
PREAI
errCarvalho, Thales Francisco Mota; Santos, Vivian Ludimila Aguiar; Silva, Jose Cleydson Ferreira; Figueredo, Lida Jouca de Assis; Miranda, Silvana Spindola de; Duarte, Ricardo de Oliveira; Guimara, Frederico Gadelha
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errSave
Combining embeddings and fuzzy time series for high-dimensional time series forecasting in internet of energy applications?
errENERGY
IF9.4
err2023-05-01
err9
PREAI
errBitencourt, Hugo Vinicius; de Souza, Luiz Augusto Facury; dos Santos, Matheus Cascalho; Silva, Rodrigo; de Lima e Silva, Petronio Candido; Guimaraes, Frederico Gadelha
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errSave
Automatic translation of sign language with multi-stream 3D CNN and generation of artificial depth maps
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-04-01
err20
PREAI
errde Castro, Giulia Zanon; Guerra, Rubia Reis; Guimaraes, Frederico Gadelha
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errSave
Time series forecasting using fuzzy cognitive maps: a survey
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2022-12-21
err21
errOAAI
errOrang, Omid; de Lima e Silva, Petronio Candido; Guimaraes, Frederico Gadelha
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errSave
Unmanned-Aerial-Vehicle Routing Problem With Mobile Charging Stations for Assisting Search and Rescue Missions in Postdisaster Scenarios
errieee transactions on cybernetics
IF8.7
err2022-11-01
err57
PREAI
errRibeiro, Roberto G.; Cota, Luciano P.; Euzebio, Thiago A. M.; Ramirez, Jaime A.; Guimaraes, Frederico G.
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errSave
Randomized high order fuzzy cognitive maps as reservoir computing models: A first introduction and applications
errNEUROCOMPUTING
IF6.5
err2022-11-01
err8
PREAI
errOrang, Omid; de Lima e Silva, Petronio Candido; Silva, Rodrigo; Guimaraes, Frederico Gadelha
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errSave
Multi-objective evolutionary algorithm based on decomposition with an external archive and local-neighborhood based adaptation of weights
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2022-06-01
err15
PREAI
errJunqueira, Paulo Pinheiro; Meneghini, Ivan Reinaldo; Guimaraes, Frederico Gadelha
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Research Directions

No research directions
Co-authors
Cooperation Journals
N
Nenad Mladenović
H-index: 59 · Papers: 398
J
Jean‐Yves Potvin
H-index: 55 · Papers: 170
P
P.J. Fleming
H-index: 53 · Papers: 479
W
Wagner Meira
H-index: 52 · Papers: 608
M
Miri Cohen
H-index: 47 · Papers: 325
View more