| 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 | 578 | 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 38 (1), 149-162, 2022 | 415 | 2022 |
| 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 | 276 | 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 | 133 | 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 | 70 | 2015 |
| Forecasting in non-stationary environments with fuzzy time series PCL e Silva, CAS Junior, MA Alves, R Silva, MW Cohen, FG Guimarães Applied Soft Computing 97, 106825, 2020 | 67 | 2020 |
| 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 | 67 | 2020 |
| 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 | 67 | 2010 |
| 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 | 44 | 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 | 44 | 2017 |
| 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 | 43 | 2015 |
| A New Robust Dominance Criterion for Multiobjective Optimization M Li, R Silva, F Guimarães, D Lowther IEEE TRANSACTIONS ON MAGNETICS 51 (3), 4, 2015 | 43 | 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 | 41 | 2017 |
| Memetic self-adaptive evolution strategies applied to the maximum diversity problem ARR de Freitas, FG Guimarães, RC Pedrosa Silva, MJF Souza Optimization Letters 8 (2), 705-714, 2014 | 33 | 2014 |
| 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 | 31 | 2020 |
| 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 | 28 | 2011 |
| 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 | 26 | 2017 |
| 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 |
| Application of surrogate models to the multiphysics sizing of permanent magnet synchronous motors I Ibrahim, R Silva, DA Lowther IEEE Transactions on Magnetics 58 (9), 1-4, 2022 | 20 | 2022 |
| Combining embeddings and fuzzy time series for high-dimensional time series forecasting in internet of energy applications HV Bitencourt, LAF de Souza, MC dos Santos, R Silva, PCL e Silva, ... Energy 271, 127072, 2023 | 19 | 2023 |
Frederico Gadelha GuimarãesDepartment of Computer Science, Universidade Federal de Minas GeraisVerified email at ufmg.br
