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]

@article{HolguinGarciaGDPARTB24,
  title = {A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure},
  author = {Sergio Alejandro Holguin-Garcia and Ernesto Guevara-Navarro and Alvaro Eduardo Daza-Chica and Maria Alejandra Patiño-Claro and Harold Brayan Arteaga-Arteaga and Gonzalo A. Ruz and Reinel Tabares-Soto and Mario Alejandro Bravo-Ortiz},
  year = {2024},
  month = {December},
  doi = {10.1186/s12911-024-02460-z},
  url = {https://doi.org/10.1186/s12911-024-02460-z},
  researchr = {https://researchr.org/publication/HolguinGarciaGDPARTB24},
  cites = {0},
  citedby = {0},
  journal = {BMC Med. Inf. & Decision Making},
  volume = {24},
  number = {1},
  pages = {60},
}