| Empowering one-vs-one decomposition with ensemble learning for multi-class imbalanced data Z Zhang, B Krawczyk, S Garcia, A Rosales-Pérez, F Herrera Knowledge-Based Systems 106, 251-263, 2016 | 124 | 2016 |
| A generic deep learning based cough analysis system from clinically validated samples for point-of-need covid-19 test and severity levels J Andreu-Perez, H Perez-Espinosa, E Timonet, M Kiani, MI Girón-Pérez, ... IEEE Transactions on Services Computing 15 (3), 1220-1232, 2021 | 105 | 2021 |
| Acute leukemia classification by ensemble particle swarm model selection HJ Escalante, M Montes-y-Gómez, JA González, P Gómez-Gil, ... Artificial Intelligence in Medicine, 2012 | 91 | 2012 |
| An Evolutionary Multi-Objective Model and Instance Selection for Support Vector Machines with Pareto-based Ensembles A Rosales-Perez, S Garcia, JA Gonzalez, CAC Coello, F Herrera IEEE Transactions on Evolutionary Computation 21 (6), 863 - 877, 2017 | 85 | 2017 |
| Classifying infant cry patterns by the Genetic Selection of a Fuzzy Model A Rosales-Pérez, CA Reyes-García, JA Gonzalez, OF Reyes-Galaviz, ... Biomedical Signal Processing and Control 17, 38-46, 2015 | 76 | 2015 |
| A hybrid surrogate-based approach for evolutionary multi-objective optimization A Rosales-Pérez, CAC Coello, JA Gonzalez, CA Reyes-Garcia, ... Evolutionary Computation (CEC), 2013 IEEE Congress on, 2548-2555, 2013 | 50 | 2013 |
| Surrogate-assisted multi-objective model selection for support vector machines A Rosales-Pérez, JA Gonzalez, CAC Coello, HJ Escalante, ... Neurocomputing 150, 163-172, 2015 | 41 | 2015 |
| MC2ESVM: Multiclass Classification based on Cooperative Evolution of Support Vector Machines A Rosales-Pérez, S García, H Terashima-Marín, CA Coello Coello, ... IEEE Computational Intelligence Magazine 13 (2), 18-29, 2018 | 38 | 2018 |
| Multi-objective model type selection A Rosales-Pérez, JA Gonzalez, CAC Coello, HJ Escalante, ... Neurocomputing 146, 83-94, 2014 | 33 | 2014 |
| Genetic fuzzy relational neural network for infant cry classification A Rosales-Pérez, CA Reyes-García, P Gómez-Gil Mexican Conference on Pattern Recognition, 288-296, 2011 | 26 | 2011 |
| Enhancing Selection Hyper-heuristics via Feature Transformations I Amaya, JC Ortiz-Bayliss, A Rosales-Pérez, AE Gutiérrez-Rodríguez, ... IEEE Computational Intelligence Magazine 13 (2), 30-41, 2018 | 25 | 2018 |
| Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization A Rosales-Pérez, S García, F Herrera IEEE Transactions on Cybernetics, 2022 | 21 | 2022 |
| MOPG: a multi-objective evolutionary algorithm for prototype generation HJ Escalante, M Marin-Castro, A Morales-Reyes, M Graff, ... Pattern Analysis and Applications 20 (1), 33-47, 2017 | 21 | 2017 |
| Infant cry classification using genetic selection of a fuzzy model A Rosales-Pérez, CA Reyes-García, JA Gonzalez, E Arch-Tirado Iberoamerican Congress on Pattern Recognition, 212-219, 2012 | 19 | 2012 |
| Bias and variance optimization for SVMs model selection A Rosales-Pérez, HJ Escalante, JA Gonzalez, CA Reyes-Garcia The Twenty-Sixth International FLAIRS Conference, 2013 | 14 | 2013 |
| Bias and variance multi-objective optimization for support vector machines model selection A Rosales-Pérez, HJ Escalante, JA Gonzalez, CA Reyes-Garcia, ... Iberian Conference on Pattern Recognition and Image Analysis, 108-116, 2013 | 12 | 2013 |
| ME-MEOA/DCC: Multiobjective constrained clustering through decomposition-based memetic elitism G González-Almagro, A Rosales-Pérez, J Luengo, JR Cano, S García Swarm and Evolutionary Computation 66, 100939, 2021 | 11 | 2021 |
| Surrogate modeling based on an adaptive network and granular computing I Cruz-Vega, HJ Escalante, CA Reyes, JA Gonzalez, A Rosales Soft Computing 20 (4), 1549-1563, 2016 | 11 | 2016 |
| Evolutionary multi-objective approach for prototype generation and feature selection A Rosales-Pérez, JA Gonzalez, CA Coello-Coello, CA Reyes-Garcia, ... Iberoamerican Congress on Pattern Recognition, 424-431, 2014 | 11 | 2014 |
| Determining trending topics in twitter with a data-streaming method in R M Mediayani, Y Wibisono, LS Riza, AR Pérez Indonesian Journal of Science and Technology 4 (1), 148-157, 2019 | 10 | 2019 |
Jesus A. GonzalezThe University of Texas at ArlingtonVerified email at uta.edu
