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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 VarottoGianluca SusiLaura TassiFrancesca GozzoSilvana FranceschettiFerruccio Panzica
Published in: Frontiers Neuroinformatics (2021)
Keyphrases
  • epileptic seizures
  • eeg signals
  • machine learning
  • imbalanced datasets
  • temporal lobe epilepsy
  • cost sensitive learning
  • pattern recognition
  • brain activity
  • feature selection
  • brain computer interface
  • computer vision