Automated phase classification in cyclic alternating patterns in sleep stages using Wigner-Ville Distribution based features.
Shivani DhokVarad PimpalkhuteAmbarish ChandurkarAnkit A. BhuraneManish SharmaU. Rajendra AcharyaPublished in: Comput. Biol. Medicine (2020)
Keyphrases
- classification accuracy
- feature set
- feature vectors
- feature extraction
- classification models
- feature space
- classification method
- classification process
- extracted features
- eeg signals
- automated classification
- benchmark datasets
- pattern representation
- feature representation
- decision trees
- support vector
- feature selection algorithms
- class labels
- svm classifier
- probability distribution
- pattern recognition
- training phase
- gender classification
- feature selection
- pattern analysis
- spatial distribution
- specific features
- pattern mining
- abstraction levels
- feature analysis
- features extraction
- machine learning
- pattern classification
- high dimensionality
- image classification
- gabor filters
- pattern discovery
- feature values
- support vector machine svm
- learning phase
- co occurrence
- image features
- support vector machine
- learning algorithm
- final stage
- neural network
- lung disease