Classification of Dementia EEG Based on Sub-bands Using Time-Frequency Approaches.
Ozlem Karabiber CuraGülce Cosku YilmazHatice Sabiha TüreAydin AkanPublished in: SIU (2022)
Keyphrases
- machine learning algorithms
- eeg signals
- training set
- classification accuracy
- decision trees
- feature extraction
- machine learning methods
- frequency domain
- automatic classification
- machine learning
- feature space
- preprocessing
- pattern recognition
- eeg data
- signal processing
- image classification
- support vector machine svm
- healthy subjects
- decision rules
- hyperspectral images
- classification models
- pattern classification
- supervised learning
- data sets
- support vector machine
- feature vectors
- high dimensional
- support vector
- feature selection
- neural network