Machine Learning-based Feature Extraction Method for Sleep Stage Classification.
Henry TagimaeShiu KumarVoicu GrozaJoeli RakariaMansour H. AssafRahul R. KumarEmil M. PetriuPublished in: MeMeA (2023)
Keyphrases
- machine learning
- sleep stage
- pattern recognition
- machine learning methods
- decision trees
- text classification
- supervised classification
- feature selection
- supervised machine learning
- support vector machine
- machine learning algorithms
- sleep apnea
- machine learning approaches
- classification systems
- automatic classification
- classification scheme
- support vector
- rule learning
- classification method
- feature vectors
- classification and regression problems
- pattern classification
- feature extraction
- classification algorithm
- data analysis
- support vector machine svm
- classification process
- training data
- image classification
- text mining
- supervised learning
- artificial intelligence
- data sets
- inductive learning
- inductive logic programming
- unsupervised learning
- computational intelligence
- natural language processing
- classification accuracy
- active learning
- natural language