Automated EEG-based epilepsy detection using BA_SVM classifiers.
Aya NaserManal M. TantawiHowida A. ShedeedMohamed F. TolbaPublished in: Int. J. Medical Eng. Informatics (2020)
Keyphrases
- svm classifier
- support vector machine
- epileptic seizures
- eeg signals
- support vector
- support vector machine classifier
- support vector machine svm
- healthy subjects
- automated analysis
- detection method
- signal processing
- adaboost classifier
- eeg data
- event related potentials
- object detection
- image classification
- detection algorithm
- hyperplane
- support vectors
- kernel function
- svm classification
- reduced set
- database
- binary classifiers
- decision function
- temporal lobe epilepsy
- semi supervised
- machine learning
- brain computer interface
- independent component analysis
- k nearest neighbor
- multi class
- object recognition
- feature extraction
- feature selection
- computer vision
- real world
- neural network
- data sets