Alejandro Rosales-Pérez

Empowering one-vs-one decomposition with ensemble learning for multi-class imbalanced data

Zhong-Liang Zhang, Bartosz Krawczyk, Salvador García et al. · Knowledge-Based Systems · 2016 · 115 citations · Full text

Computing, Computer Science, Data Science +12

A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels

Javier Andreu-Pérez, Humberto Pérez-Espinosa, Eva Timonet‐Andreu et al. · IEEE Transactions on Services Computing · 2021 · 102 citations · Full text

Medicine, Health Informatics, Infectious Diseases +16

Acute leukemia classification by ensemble particle swarm model selection

Hugo Jair Escalante, Manuel Montes-y-Gómez, Jesús A. González et al. · Artificial Intelligence in Medicine · 2012 · 84 citations

Computing, Hematology, Oncology +14

An Evolutionary Multiobjective Model and Instance Selection for Support Vector Machines With Pareto-Based Ensembles

Alejandro Rosales-Pérez, Salvador García, Jesús A. González et al. · IEEE Transactions on Evolutionary Computation · 2017 · 72 citations

Computing, Computer Science, Data Mining +16

Classifying infant cry patterns by the Genetic Selection of a Fuzzy Model

Alejandro Rosales-Pérez, Carlos A. Reyes-García, Jesús A. González et al. · Biomedical Signal Processing and Control · 2014 · 63 citations

Education, Genetics, Pediatrics +3