A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure

Sergio Alejandro Holguin-Garcia, Ernesto Guevara-Navarro, Alvaro Eduardo Daza-Chica, Maria Alejandra Patiño-Claro, Harold Brayan Arteaga-Arteaga, Gonzalo A. Ruz, Reinel Tabares-Soto, Mario Alejandro Bravo-Ortiz. A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure. BMC Med. Inf. & Decision Making, 24(1):60, December 2024. [doi]

Authors

Sergio Alejandro Holguin-Garcia

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Ernesto Guevara-Navarro

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Alvaro Eduardo Daza-Chica

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Maria Alejandra Patiño-Claro

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Harold Brayan Arteaga-Arteaga

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Gonzalo A. Ruz

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Reinel Tabares-Soto

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Mario Alejandro Bravo-Ortiz

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