Classification of mental task EEG records using Hjorth parameters.
Ömer TürkMesut SekerVeysi AkpolatMehmet Siraç ÖzerdemPublished in: SIU (2017)
Keyphrases
- eeg signals
- classification accuracy
- support vector machine svm
- classification method
- pattern recognition
- classification models
- machine learning
- classification systems
- cross validation
- text classification
- motor imagery
- classification scheme
- automatic classification
- feature vectors
- data sets
- decision trees
- preprocessing
- support vector
- training set
- decision rules
- eeg data
- databases
- bayesian methods
- learning algorithm
- feature selection
- feature extraction
- parameter settings
- probability density function
- training data
- classification algorithm
- svm classifier
- machine learning algorithms
- training samples
- maximum likelihood
- database
- image classification
- signal processing
- support vector machine
- feature space