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A Metaheuristic Optimization Approach for Parameter Estimation in Arrhythmia Classification from Unbalanced Data

The electrocardiogram records the heart’s electrical activity and generates a significant amount of data. The analysis of these data helps us to detect diseases and disorders via heart bio-signal abnormality classification. In unbalanced-data contexts, where the classes are not equally represented,...

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Detalles Bibliográficos
Autores principales: Carrillo-Alarcón, Juan Carlos, Morales-Rosales, Luis Alberto, Rodríguez-Rángel, Héctor, Lobato-Báez, Mariana, Muñoz, Antonio, Algredo-Badillo, Ignacio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7308921/
https://www.ncbi.nlm.nih.gov/pubmed/32498271
http://dx.doi.org/10.3390/s20113139