Epileptic Seizure Detection for Imbalanced Datasets Using an Integrated Machine Learning Approach.
Mohammad MasumHossain ShahriarHisham M. HaddadPublished in: EMBC (2020)
Keyphrases
- imbalanced datasets
- machine learning
- epileptic seizures
- cost sensitive learning
- learning algorithm
- learning from imbalanced data
- decision trees
- class distribution
- detection algorithm
- text mining
- imbalanced data
- class imbalance
- ensemble methods
- change detection
- feature selection
- machine learning methods
- support vector machine
- computer vision
- linear regression
- training dataset
- eeg signals
- sampling methods
- unsupervised learning
- image processing