Sleep stages classification using wavelettransform & neural network.
Vijaylaxmi P. JainV. D. MytriV. V. SheteB. K. ShiragapurPublished in: BHI (2012)
Keyphrases
- neural network
- pattern recognition
- learning vector quantization
- sleep stage
- machine learning
- feature extraction
- multi layer perceptron
- genetic algorithm
- classification process
- automatic classification
- artificial neural networks
- support vector
- classification accuracy
- multistage
- supervised learning
- classification method
- decision trees
- classification rate
- classification scheme
- pattern classification
- classification rules
- feature space
- feature vectors
- image classification
- preprocessing
- face recognition
- training patterns
- feature selection
- nearest neighbour
- active learning
- classification systems
- knn
- fault diagnosis
- classification models
- incremental learning
- multilayer perceptron
- text classification
- unsupervised learning
- benchmark datasets
- classification algorithm
- class labels
- decision rules