EEG-based Classification of Microsleep by Means of Feature Selection: An Application in Aviation.
Bijay GuragainAli Bahrami RadChunwu WangAjay K. VermaLewis ArcherNicholas WilsonKouhyar TavakolianPublished in: EMBC (2019)
Keyphrases
- microarray data
- feature selection
- microarray datasets
- classification accuracy
- microarray
- support vector machine
- text classification
- feature selection algorithms
- support vector
- feature set
- irrelevant features
- high dimensionality
- feature extraction
- pattern recognition
- text categorization
- feature space
- classification performances
- training set
- mutual information
- model selection
- classification models
- image classification
- eeg signals
- multi class
- pattern classification
- decision trees
- feature selection and classification
- bayes classifier
- accurate classification
- class separability
- machine learning
- feature subset
- classification method
- classification algorithm
- naive bayes
- unsupervised learning
- svm classifier
- class labels
- support vector machine svm