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Alejandro Rosales-Pérez
Alejandro Rosales-Pérez
Dirección de correo verificada de cimat.mx - Página principal
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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
1162016
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
922021
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
812012
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
802017
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
692015
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
442013
Surrogate-assisted multi-objective model selection for support vector machines
A Rosales-Pérez, JA Gonzalez, CAC Coello, HJ Escalante, ...
Neurocomputing 150, 163-172, 2015
382015
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
332018
Multi-objective model type selection
A Rosales-Pérez, JA Gonzalez, CAC Coello, HJ Escalante, ...
Neurocomputing 146, 83-94, 2014
322014
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
262011
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
232018
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
202017
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
172012
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
142013
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization
A Rosales-Pérez, S García, F Herrera
IEEE Transactions on Cybernetics, 2022
122022
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
122013
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
112016
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
112014
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
92021
A Labyrinth Game for Blind Children Using Problem Solving Learning Model.
LS Riza, T Sawiji, E Budiman, A Rosales-Pérez
International Journal of Emerging Technologies in Learning 15 (2), 2020
82020
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Artículos 1–20