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Alejandro Rosales-Pérez

Observed names: Alejandro Rosales, Alejandro Rosales Pérez, Alejandro Rosales-Perez, Rosales-Perez Alejandro
ORCID: 0000-0003-1768-339X
Observed ORCID: 0000-0003-1768-339X
OpenAlex ID: A5005598000
Empowering one-vs-one decomposition with ensemble learning for multi-class imbalanced data
2016 · Zhongliang Zhang, Bartosz Krawczyk, et al. · Knowledge-Based Systems · 115
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A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels
2021 · Javier Andreu-Perez, Humberto Perez-Espinosa, et al. · IEEE Transactions on Services Computing · 105
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Acute leukemia classification by ensemble particle swarm model selection
2012 · Hugo Jair Escalante, Manuel Montes-y-Gómez, et al. · Artificial Intelligence in Medicine · 86
An Evolutionary Multiobjective Model and Instance Selection for Support Vector Machines With Pareto-Based Ensembles
2017 · Alejandro Rosales-Pérez, Salvador García, et al. · IEEE Transactions on Evolutionary Computation · 72
Classifying infant cry patterns by the Genetic Selection of a Fuzzy Model
2014 · Alejandro Rosales-Pérez, Carlos A. Reyes-García, et al. · Biomedical Signal Processing and Control · 70
A hybrid surrogate-based approach for evolutionary multi-objective optimization
2013 · Alejandro Rosales-Perez, Carlos A. Coello Coello, et al. · IEEE Congress on Evolutionary Computation (CEC) · 42
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization
2022 · Alejandro Rosales-Pérez, Salvador García, et al. · IEEE Transactions on Cybernetics · 40
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MC2ESVM: Multiclass Classification Based on Cooperative Evolution of Support Vector Machines
2018 · Alejandro Rosales-Perez, Salvador Garcia, et al. · IEEE Computational Intelligence Magazine · 36
Surrogate-assisted multi-objective model selection for support vector machines
2014 · Alejandro Rosales-Pérez, Jesus A. Gonzalez, et al. · Neurocomputing · 35
MOPG: a multi-objective evolutionary algorithm for prototype generation
2015 · Hugo Jair Escalante, Maribel Marin-Castro, et al. · Pattern Analysis and Applications · 25
Multi-objective model type selection
2014 · Alejandro Rosales-Pérez, Jesus A. Gonzalez, et al. · Neurocomputing · 25
Predict+Optimize Problem in Renewable Energy Scheduling
2025 · Christoph Bergmeir, Frits de Nijs, et al. · IEEE Access · 20
Enhancing Selection Hyper-Heuristics via Feature Transformations
2018 · Ivan Amaya, Jose C. Ortiz-Bayliss, et al. · IEEE Computational Intelligence Magazine · 20
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Genetic Fuzzy Relational Neural Network for Infant Cry Classification
2011 · Alejandro Rosales-Pérez, Carlos A. Reyes-García, et al. · Lecture notes in computer science · 18
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Bias and Variance Optimization for SVMs Model Selection
2013 · Alejandro Rosales-Pérez, Hugo Jair Escalante, et al. · The Florida AI Research Society · 15
Infant Cry Classification Using Genetic Selection of a Fuzzy Model
2012 · Alejandro Rosales-Pérez, Carlos A. Reyes-García, et al. · Lecture notes in computer science · 15
ME-MEOA/D C C : Multiobjective constrained clustering through decomposition-based memetic elitism
2021 · Germán González-Almagro, Alejandro Rosales-Pérez, et al. · Swarm and Evolutionary Computation · 12
A Labyrinth Game for Blind Children Using Problem Solving Learning Model
2020 · Lala Septem Riza, Tyas Sawiji, et al. · International Journal of Emerging Technologies in Learning (iJET) · 12
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Surrogate modeling based on an adaptive network and granular computing
2015 · Israel Cruz-Vega, Hugo Jair Escalante, et al. · Soft Computing · 11
Bias and Variance Multi-objective Optimization for Support Vector Machines Model Selection
2013 · Alejandro Rosales-Pérez, Hugo Jair Escalante, et al. · Lecture notes in computer science · 10
A review on machine learning techniques for acute leukemia classification
2022 · Alejandro Rosales-Pérez · Elsevier eBooks · 9
Evolutionary Multi-Objective Approach for Prototype Generation and Feature Selection
2014 · Alejandro Rosales-Pérez, Jesus A. Gonzalez, et al. · Lecture notes in computer science · 8
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Improving constrained clustering via decomposition-based multiobjective optimization with memetic elitism
2020 · Germán González-Almagro, Alejandro Rosales-Pérez, et al. · Genetic and Evolutionary Computation Conference (GECCO) · 6
Determining Strategies on Playing Badminton using the Knuth-Morris-Pratt Algorithm
2018 · Lala Septem Riza, Muhammad Irfan Firmansyah, et al. · TELKOMNIKA (Telecommunication Computing Electronics and Control) · 6
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An evolutionary multi-objective approach for prototype generation
2014 · Alejandro Rosales-Perez, Hugo Jair Escalante, et al. · IEEE Congress on Evolutionary Computation (CEC) · 6
Works count: 44
Citation count: 849
H-index: 15
I10-index: 20
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