DE-PNN: Differential Evolution-Based Feature Optimization with Probabilistic Neural Network for Imbalanced Arrhythmia Classification

In this research, a heartbeat classification method is presented based on evolutionary feature optimization using differential evolution (DE) and classification using a probabilistic neural network (PNN) to discriminate between normal and arrhythmic heartbeats. The proposed method follows four steps...

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Detalles Bibliográficos
Autores principales: Nasim, Amnah, Kim, Yoon Sang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9227752/
https://www.ncbi.nlm.nih.gov/pubmed/35746232
http://dx.doi.org/10.3390/s22124450

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9227752/
https://www.ncbi.nlm.nih.gov/pubmed/35746232
http://dx.doi.org/10.3390/s22124450

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