Comparison of Resampling Techniques for Imbalanced Datasets in Machine Learning: Application to Epileptogenic Zone Localization From Interictal Intracranial EEG Recordings in Patients With Focal Epilepsy

Giulia Varotto, Gianluca Susi, Laura Tassi, Francesca Gozzo, Silvana Franceschetti, Ferruccio Panzica. Comparison of Resampling Techniques for Imbalanced Datasets in Machine Learning: Application to Epileptogenic Zone Localization From Interictal Intracranial EEG Recordings in Patients With Focal Epilepsy. Front. Neuroinform., 15:715421, 2021. [doi]

@article{VarottoSTGFP21,
  title = {Comparison of Resampling Techniques for Imbalanced Datasets in Machine Learning: Application to Epileptogenic Zone Localization From Interictal Intracranial EEG Recordings in Patients With Focal Epilepsy},
  author = {Giulia Varotto and Gianluca Susi and Laura Tassi and Francesca Gozzo and Silvana Franceschetti and Ferruccio Panzica},
  year = {2021},
  doi = {10.3389/fninf.2021.715421},
  url = {https://doi.org/10.3389/fninf.2021.715421},
  researchr = {https://researchr.org/publication/VarottoSTGFP21},
  cites = {0},
  citedby = {0},
  journal = {Front. Neuroinform.},
  volume = {15},
  pages = {715421},
}