Alejandro Rosales-Pérez

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 23

Top Topics

Support Vector Machine

Constrained Clustering

Fuzzy Relational

Top Venues

IEEE Comput. Intell. Mag.

Publications

Kapioma Villarreal Haro, Fernando Sánchez-Vega, Alejandro Rosales-Pérez, Adrián Pastor López-Monroy
Stacked Reflective Reasoning in Large Neural Language Models. CLEF (Working Notes) (2024)
Judith Tavarez-Rodríguez, Fernando Sánchez-Vega, Alejandro Rosales-Pérez, Adrián Pastor López-Monroy
Better Together: LLM and Neural Classification Transformers to Detect Sexism. CLEF (Working Notes) (2024)
Alejandro Rosales-Pérez, Salvador García, Francisco Herrera
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization. IEEE Trans. Cybern. 53 (8) (2023)
Alfredo Arturo Elías Miranda, Daniel Vallejo Aldana, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Alejandro Rosales-Pérez, Victor Muñiz-Sanchez
Curriculum learning and evolutionary optimization into deep learning for text classification. Neural Comput. Appl. 35 (28) (2023)
Alejandro Rosales-Pérez, Salvador García, Francisco Herrera
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization. CoRR (2022)
Christoph Bergmeir, Frits de Nijs, Abishek Sriramulu, Mahdi Abolghasemi, Richard Bean, John M. Betts, Quang Bui, Nam Trong Dinh, Nils Einecke, Rasul Esmaeilbeigi, Scott Ferraro, Priya Galketiya, Evgenii Genov, Robert Glasgow, Rakshitha Godahewa, Yanfei Kang, Steffen Limmer, Luis Magdalena, Pablo Montero-Manso, Daniel Peralta, Yogesh Pipada Sunil Kumar, Alejandro Rosales-Pérez, Julian Ruddick, Akylas C. Stratigakos, Peter J. Stuckey, Guido Tack, Isaac Triguero, Rui Yuan
Comparison and Evaluation of Methods for a Predict+Optimize Problem in Renewable Energy. CoRR (2022)
Javier Andreu-Perez, Humberto Pérez Espinosa, Eva Timonet, Mehrin Kiani, Manuel I. Girón-Pérez, Alma B. Benitez-Trinidad, Delaram Jarchi, Alejandro Rosales-Pérez, Nick Gatzoulis, Orion Fausto Reyes-Galaviz, Alejandro Antonio Torres García, Carlos A. Reyes García, Zulfiqar Ali, Francisco Rivas
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels. IEEE Trans. Serv. Comput. 15 (3) (2022)
Javier Andreu-Perez, Humberto Pérez Espinosa, Eva Timonet, Mehrin Kiani, Manuel I. Girón-Pérez, Alma B. Benitez-Trinidad, Delaram Jarchi, Alejandro Rosales-Pérez, Nick Gatzoulis, Orion Fausto Reyes-Galaviz, Alejandro Antonio Torres García, Carlos A. Reyes García, Zulfiqar Ali, Francisco Rivas
A Generic Deep Learning Based Cough Analysis System from Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels. CoRR (2021)
Germán González-Almagro, Alejandro Rosales-Pérez, Julián Luengo, José Ramón Cano, Salvador García
ME-MEOA/DCC: Multiobjective constrained clustering through decomposition-based memetic elitism. Swarm Evol. Comput. 66 (2021)
Lala Septem Riza, Tyas Sawiji, Nurjanah Nurjanah, Haviluddin, Edy Budiman, Alejandro Rosales-Pérez
A Labyrinth Game for Blind Children Using Problem Solving Learning Model. iJET 15 (2) (2020)
Germán González-Almagro, Alejandro Rosales-Pérez, Julián Luengo, José Ramón Cano, Salvador García
Improving constrained clustering via decomposition-based multiobjective optimization with memetic elitism. GECCO (2020)
María Guadalupe Garrido-Espinosa, Alejandro Rosales-Pérez, Adrián Pastor López-Monroy
GRU with Author Profiling Information to Detect Aggressiveness. IberLEF@SEPLN (2020)
Iván Amaya, José Carlos Ortiz-Bayliss, Alejandro Rosales-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Santiago E. Conant-Pablos, Hugo Terashima-Marín, Carlos A. Coello Coello
Enhancing Selection Hyper-Heuristics via Feature Transformations. IEEE Comput. Intell. Mag. 13 (2) (2018)
Iván Amaya, José Carlos Ortiz-Bayliss, Alejandro Rosales-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Santiago E. Conant-Pablos, Hugo Terashima-Marín, Carlos A. Coello Coello
Enhancing Selection Hyper-heuristics via Feature Transformations. CoRR (2018)
Alejandro Rosales-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Salvador García, Hugo Terashima-Marín, Carlos A. Coello Coello, Francisco Herrera
Cooperative multi-objective evolutionary support vector machines for multiclass problems. GECCO (2018)
Alejandro Rosales-Pérez, Salvador García, Hugo Terashima-Marín, Carlos A. Coello Coello, Francisco Herrera
MC2ESVM: Multiclass Classification Based on Cooperative Evolution of Support Vector Machines. IEEE Comput. Intell. Mag. 13 (2) (2018)
Andrés Eduardo Gutiérrez-Rodríguez, José Carlos Ortiz-Bayliss, Alejandro Rosales-Pérez, Ivan M. Amaya-Contreras, Santiago E. Conant-Pablos, Hugo Terashima-Marín, Carlos A. Coello Coello
Applying automatic heuristic-filtering to improve hyper-heuristic performance. CEC (2017)
Alejandro Rosales-Pérez, Salvador García, Jesus A. Gonzalez, Carlos A. Coello Coello, Francisco Herrera
An Evolutionary Multiobjective Model and Instance Selection for Support Vector Machines With Pareto-Based Ensembles. IEEE Trans. Evol. Comput. 21 (6) (2017)
Alejandro Rosales-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, José Carlos Ortiz-Bayliss, Hugo Terashima-Marín, Carlos A. Coello Coello
Evolutionary multilabel hyper-heuristic design. CEC (2017)
Hugo Jair Escalante, Maribel Marin-Castro, Alicia Morales-Reyes, Mario Graff, Alejandro Rosales-Pérez, Manuel Montes-y-Gómez, Carlos A. Reyes García, Jesus A. Gonzalez
MOPG: a multi-objective evolutionary algorithm for prototype generation. Pattern Anal. Appl. 20 (1) (2017)
Zhongliang Zhang, Bartosz Krawczyk, Salvador García, Alejandro Rosales-Pérez, Francisco Herrera
Empowering one-vs-one decomposition with ensemble learning for multi-class imbalanced data. Knowl. Based Syst. 106 (2016)
Alejandro Rosales-Pérez, Jesús A. González, Carlos A. Coello Coello, Carlos A. Reyes García, Hugo Jair Escalante
EMOPG+FS: Evolutionary multi-objective prototype generation and feature selection. Intell. Data Anal. 20 (s1) (2016)
Israel Cruz-Vega, Hugo Jair Escalante, Carlos A. Reyes García, Jesus A. Gonzalez, Alejandro Rosales-Pérez
Surrogate modeling based on an adaptive network and granular computing. Soft Comput. 20 (4) (2016)
Alejandro Rosales-Pérez, Jesus A. Gonzalez, Carlos A. Coello Coello, Hugo Jair Escalante, Carlos A. Reyes García
Surrogate-assisted multi-objective model selection for support vector machines. Neurocomputing 150 (2015)
Alejandro Rosales-Pérez, Carlos A. Reyes García, Jesus A. Gonzalez, Orion Fausto Reyes-Galaviz, Hugo Jair Escalante, Silvia Orlandi
Classifying infant cry patterns by the Genetic Selection of a Fuzzy Model. Biomed. Signal Process. Control. 17 (2015)
Alejandro Rosales-Pérez, Jesús A. González, Carlos A. Coello Coello, Carlos A. Reyes García, Hugo Jair Escalante
Evolutionary Multi-Objective Approach for Prototype Generation and Feature Selection. CIARP (2014)
Alejandro Rosales-Pérez, Jesus A. Gonzalez, Carlos A. Coello Coello, Hugo Jair Escalante, Carlos A. Reyes García
Multi-objective model type selection. Neurocomputing 146 (2014)
Alejandro Rosales-Pérez, Hugo Jair Escalante, Carlos A. Coello Coello, Jesus A. Gonzalez, Carlos A. Reyes García
An evolutionary multi-objective approach for prototype generation. IEEE Congress on Evolutionary Computation (2014)
Efraín Mendoza-Castañeda, Carlos A. Reyes García, Hugo Jair Escalante, Wilfrido Moreno, Alejandro Rosales-Pérez
Enhanced Fuzzy-Relational Neural Network with Alternative Relational Products. CIARP (2014)
Alejandro Rosales-Pérez, Jesús A. González, Carlos A. Reyes García, Carlos A. Coello Coello
Towards a Surrogate-Assisted Multi-Objective Full Model Selection. Res. Comput. Sci. 71 (2014)
Alejandro Rosales-Pérez, Hugo Jair Escalante, Jesus A. Gonzalez, Carlos A. Reyes García
Bias and Variance Optimization for SVMs Model Selection. FLAIRS Conference (2013)
Alejandro Rosales-Pérez, Carlos Artemio Coello Coello, Jesus A. Gonzalez, Carlos A. Reyes García, Hugo Jair Escalante
A hybrid surrogate-based approach for evolutionary multi-objective optimization. IEEE Congress on Evolutionary Computation (2013)
Alejandro Rosales-Pérez, Hugo Jair Escalante, Jesus A. Gonzalez, Carlos A. Reyes García, Carlos Artemio Coello Coello
Bias and Variance Multi-objective Optimization for Support Vector Machines Model Selection. IbPRIA (2013)
Hugo Jair Escalante, Manuel Montes-y-Gómez, Jesús A. González, Pilar Gómez-Gil, Leopoldo Altamirano Robles, Carlos A. Reyes García, Carolina Reta, Alejandro Rosales-Pérez
Acute leukemia classification by ensemble particle swarm model selection. Artif. Intell. Medicine 55 (3) (2012)
Alejandro Rosales-Pérez, Carlos A. Reyes García, Jesus A. Gonzalez, Emilio Arch Tirado
Infant Cry Classification Using Genetic Selection of a Fuzzy Model. CIARP (2012)
Alejandro Rosales-Pérez, Carlos A. Reyes García, Pilar Gómez-Gil
Genetic Fuzzy Relational Neural Network for Infant Cry Classification. MCPR (2011)
Alejandro Rosales-Pérez, Carlos A. Reyes García, Pilar Gómez-Gil, Jesus A. Gonzalez, Leopoldo Altamirano Robles
Genetic Selection of Fuzzy Model for Acute Leukemia Classification. MICAI (1) (2011)