Impact of the Pre-processing and Balancing of EEG Data on the Performance of Graph Neural Network for Epileptic Seizure Classification

Szymon Mazurek, Rosmary Blanco, Joan Falcó-Roget, Jan K. Argasinski, Alessandro Crimi. Impact of the Pre-processing and Balancing of EEG Data on the Performance of Graph Neural Network for Epileptic Seizure Classification. In Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada, editors, Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part II. Volume 14126 of Lecture Notes in Computer Science, pages 258-268, Springer, 2023. [doi]

@inproceedings{MazurekBFAC23,
  title = {Impact of the Pre-processing and Balancing of EEG Data on the Performance of Graph Neural Network for Epileptic Seizure Classification},
  author = {Szymon Mazurek and Rosmary Blanco and Joan Falcó-Roget and Jan K. Argasinski and Alessandro Crimi},
  year = {2023},
  doi = {10.1007/978-3-031-42508-0_24},
  url = {https://doi.org/10.1007/978-3-031-42508-0_24},
  researchr = {https://researchr.org/publication/MazurekBFAC23},
  cites = {0},
  citedby = {0},
  pages = {258-268},
  booktitle = {Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part II},
  editor = {Leszek Rutkowski and Rafal Scherer and Marcin Korytkowski and Witold Pedrycz and Ryszard Tadeusiewicz and Jacek M. Zurada},
  volume = {14126},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-42508-0},
}