| 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 | 521 | 2020 |
| Towards an effective and efficient deep learning model for COVID-19 patterns detection in X-ray images E Luz, P Silva, R Silva, L Silva, J Guimarães, G Miozzo, G Moreira, ... Research on Biomedical Engineering, 1-14, 2021 | 391 | 2021 |
| COVID-19 detection in CT images with deep learning: A voting-based scheme and cross-datasets analysis P Silva, E Luz, G Silva, G Moreira, R Silva, D Lucio, D Menotti Informatics in medicine unlocked 20, 100427, 2020 | 266 | 2020 |
| 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 | 122 | 2021 |
| A computationally efficient algorithm for rotor design optimization of synchronous reluctance machines MH Mohammadi, T Rahman, R Silva, M Li, DA Lowther IEEE Transactions on Magnetics 52 (3), 1-4, 2015 | 66 | 2015 |
| Using differential evolution for combinatorial optimization: A general approach RS Prado, RCP Silva, FG Guimarães, OM Neto 2010 IEEE international conference on systems, man and cybernetics, 11-18, 2010 | 66 | 2010 |
| Applying genetic programming to improve interpretability in machine learning models LA Ferreira, FG Guimarães, R Silva 2020 IEEE congress on evolutionary computation (CEC), 1-8, 2020 | 51 | 2020 |
| Forecasting in Non-stationary Environments with Fuzzy Time Series CAS Junior, MA Alves, R Silva, MW Cohen, FG Guimarães arXiv preprint arXiv:2004.12554, 2020 | 51* | 2020 |
| Visualization and analysis of tradeoffs in many-objective optimization: A case study on the interior permanent magnet motor design R Silva, A Salimi, M Li, ARR Freitas, FG Guimarães, DA Lowther IEEE Transactions on Magnetics 52 (3), 1-4, 2015 | 42 | 2015 |
| Surrogate-based MOEA/D for electric motor design with scarce function evaluations RCP Silva, M Li, T Rahman, DA Lowther IEEE Transactions on Magnetics 53 (6), 1-4, 2017 | 39 | 2017 |
| Surrogate-based acoustic noise prediction of electric motors I Ibrahim, R Silva, MH Mohammadi, V Ghorbanian, DA Lowther IEEE Transactions on Magnetics 56 (2), 1-4, 2020 | 37 | 2020 |
| Multiple operating points based optimization: Application to fractional slot concentrated winding electric motors RCP Silva, T Rahman, MH Mohammadi, DA Lowther IEEE Transactions on Industrial Electronics 65 (2), 1719-1727, 2017 | 37 | 2017 |
| A New Robust Dominance Criterion for Multiobjective Optimization M Li, R Silva, F Guimarães, D Lowther IEEE TRANSACTIONS ON MAGNETICS 51 (3), 4, 2015 | 37 | 2015 |
| Memetic self-adaptive evolution strategies applied to the maximum diversity problem ARR de Freitas, FG Guimarães, RC Pedrosa Silva, MJF Souza Optimization Letters 8, 705-714, 2014 | 30 | 2014 |
| Self-adaptive mutation in the differential evolution RC Pedrosa Silva, RA Lopes, FG Guimarães Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011 | 27 | 2011 |
| Differential evolution using ancestor tree for service restoration in power distribution systems RS Prado, RCP Silva, OM Neto, FG Guimaraes, DS Sanches, ... Applied Soft Computing 23, 498-508, 2014 | 26 | 2014 |
| Effect of acoustic noise on optimal SynRM design regions MH Mohammadi, T Rahman, RCP Silva, B Wang, K Chang, DA Lowther IEEE Transactions on Magnetics 54 (3), 1-4, 2017 | 24 | 2017 |
| Solar energy forecasting with fuzzy time series using high-order fuzzy cognitive maps O Orang, R Silva, PCL e Silva, FG Guimarães 2020 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-8, 2020 | 22 | 2020 |
| Hybrid self-adaptive evolution strategies guided by neighborhood structures for combinatorial optimization problems VN Coelho, IM Coelho, MJF Souza, TA Oliveira, LP Cota, MN Haddad, ... Evolutionary computation 24 (4), 637-666, 2016 | 18 | 2016 |
| Differential evolution and perceptron decision trees for classification tasks RA Lopes, ARR Freitas, RCP Silva, FG Guimarães Intelligent Data Engineering and Automated Learning-IDEAL 2012: 13th …, 2012 | 18 | 2012 |
Frederico Gadelha GuimarãesDepartment of Computer Science, Universidade Federal de Minas GeraisVerified email at ufmg.br