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Frederico Gadelha Guimarães
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COVID-ABS: An agent-based model of COVID-19 epidemic to simulate health and economic effects of social distancing interventions
PCL Silva, PVC Batista, HS Lima, MA Alves, FG Guimarães, RCP Silva
Chaos, Solitons & Fractals 139, 110088, 2020
4292020
Multi-agent systems applied for energy systems integration: State-of-the-art applications and trends in microgrids
VN Coelho, MW Cohen, IM Coelho, N Liu, FG Guimarães
Applied energy 187, 820-832, 2017
2252017
Short-term load forecasting by using a combined method of convolutional neural networks and fuzzy time series
HJ Sadaei, PCL e Silva, FG Guimaraes, MH Lee
Energy 175, 365-377, 2019
2222019
A clonal selection algorithm for optimization in electromagnetics
F Campelo, FG Guimarães, H Igarashi, JA Ramírez
IEEE Transactions on Magnetics 41 (5), 1736-1739, 2005
1622005
A multi-objective model for the green capacitated location-routing problem considering environmental impact
EM Toro, JF Franco, MG Echeverri, FG Guimarães
Computers & Industrial Engineering 110, 114-125, 2017
1612017
Electric distribution network expansion under load-evolution uncertainty using an immune system inspired algorithm
EG Carrano, FG Guimarães, RHC Takahashi, OM Neto, F Campelo
IEEE Transactions on Power Systems 22 (2), 851-861, 2007
1542007
A GPU deep learning metaheuristic based model for time series forecasting
IM Coelho, VN Coelho, EJS Luz, LS Ochi, FG Guimaraes, E Rios
Applied Energy 201, 412-418, 2017
1462017
Index-based permutation-diffusion in multiple-image encryption using DNA sequence
R Enayatifar, FG Guimarães, P Siarry
Optics and Lasers in Engineering 115, 131-140, 2019
1402019
Medical image encryption using a hybrid model of modified genetic algorithm and coupled map lattices
H Nematzadeh, R Enayatifar, H Motameni, FG Guimarães, VN Coelho
Optics and Lasers in Engineering 110, 24-32, 2018
1362018
A cooperative coevolutionary algorithm for the multi-depot vehicle routing problem
FB de Oliveira, R Enayatifar, HJ Sadaei, FG Guimarães, JY Potvin
Expert Systems with Applications 43, 117-130, 2016
1242016
Feature extraction in Brazilian Sign Language Recognition based on phonological structure and using RGB-D sensors
SGM Almeida, FG Guimarães, JA Ramírez
Expert Systems with Applications 41 (16), 7259-7271, 2014
1152014
A self-adaptive evolutionary fuzzy model for load forecasting problems on smart grid environment
VN Coelho, IM Coelho, BN Coelho, AJR Reis, R Enayatifar, MJF Souza, ...
Applied Energy 169, 567-584, 2016
1142016
Short-term load forecasting method based on fuzzy time series, seasonality and long memory process
HJ Sadaei, FG Guimaraes, CJ da Silva, MH Lee, T Eslami
International Journal of Approximate Reasoning 83, 196-217, 2017
1052017
Multi-objective energy storage power dispatching using plug-in vehicles in a smart-microgrid
VN Coelho, IM Coelho, BN Coelho, MW Cohen, AJR Reis, SM Silva, ...
Renewable Energy 89, 730-742, 2016
1022016
Stock market forecasting by using a hybrid model of exponential fuzzy time series
FM Talarposhti, HJ Sadaei, R Enayatifar, FG Guimarães, M Mahmud, ...
International Journal of Approximate Reasoning 70, 79-98, 2016
852016
Aggregation trees for visualization and dimension reduction in many-objective optimization
ARR de Freitas, PJ Fleming, FG Guimaraes
Information Sciences 298, 288-314, 2015
802015
Pareto Cone ε-Dominance: Improving Convergence and Diversity in Multiobjective Evolutionary Algorithms
LS Batista, F Campelo, FG Guimaraes, JA Ramírez
Evolutionary Multi-Criterion Optimization: 6th International Conference, EMO …, 2011
802011
Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs
MA Alves, GZ Castro, BAS Oliveira, LA Ferreira, JA Ramírez, R Silva, ...
Computers in Biology and Medicine 132, 104335, 2021
782021
Probabilistic forecasting with fuzzy time series
PC de Lima Silva, HJ Sadaei, R Ballini, FG Guimarães
IEEE Transactions on Fuzzy Systems 28 (8), 1771-1784, 2019
752019
A comparison of dominance criteria in many-objective optimization problems
LS Batista, F Campelo, FG Guimarães, JA Ramírez
2011 IEEE Congress of evolutionary computation (CEC), 2359-2366, 2011
742011
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