Optimising Multilayer Perceptron weights and biases through a Cellular Genetic Algorithm for medical data classification

In recent years, technology in medicine has shown a significant advance due to artificial intelligence becoming a framework to make accurate medical diagnoses. Models like Multilayer Perceptrons (MLPs) can detect implicit patterns in data, allowing identifying patients conditions that cannot be seen...

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Detalhes bibliográficos
Main Authors: Matías Gabriel Rojas, Ana Carolina Olivera, Pablo Javier Vidal
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2022-07-01
Colecção:Array
Assuntos:
Multilayer Perceptron
Training methods
Cellular Genetic Algorithm
Metaheuristics
Medical data classification
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2590005622000339
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