An Empirical Analysis of Different Machine Learning Techniques for Classification of EEG Signal to Detect Epileptic Seizure.
Sandeep Kumar SatapathyAlok Kumar JagadevSatchidananda DehuriPublished in: Informatica (Slovenia) (2017)
Keyphrases
- eeg signals
- epileptic seizures
- feature extraction
- machine learning methods
- machine learning
- machine learning approaches
- kernel density estimators
- brain computer interface
- machine learning algorithms
- eeg data
- brain activity
- classification accuracy
- feature vectors
- supervised learning
- decision trees
- pattern recognition
- support vector
- feature selection
- neural network
- support vector machine
- extracted features
- training set
- linear discriminant classifier
- event related potentials
- motor imagery
- multiple classifier systems
- pattern classification
- detection algorithm
- signal processing