ICA-Based EEG Feature Analysis and Classification of Learning Styles.
Khawla AlhasanSuleiman Onimisi AliyuLiming ChenFeng ChenPublished in: DASC/PiCom/DataCom/CyberSciTech (2019)
Keyphrases
- feature analysis
- learning styles
- feature extraction
- independent component analysis
- face recognition
- statistically significant
- learning experience
- eeg signals
- learning process
- support vector machine svm
- pattern recognition
- pattern classification
- learning outcomes
- student learning styles
- online course
- signal processing
- feature selection
- image classification
- machine learning
- correlation filters
- computer based training
- support vector machine
- feature vectors
- learning materials
- discriminant analysis
- feature space
- preprocessing
- image processing
- teaching methods
- emotional intelligence
- eeg data
- learning preferences
- data sets