Automatic Sleep Stage Classification Applying Machine Learning Algorithms on EEG Recordings.
Panteleimon ChriskosDimitra S. KaitalidouGeorgios KarakasisChristos A. FrantzidisPolyxeni T. GkivogkliPanagiotis D. BamidisChrysoula Kourtidou-PapadeliPublished in: CBMS (2017)
Keyphrases
- machine learning algorithms
- sleep stage
- benchmark data sets
- machine learning
- machine learning methods
- learning algorithm
- decision trees
- predictive accuracy
- machine learning approaches
- sleep apnea
- input features
- learning tasks
- learning problems
- machine learning models
- random forests
- multiclass classification
- supervised learning algorithms
- data mining
- machine learning systems
- machine learning and data mining algorithms
- statistical machine learning
- supervised machine learning algorithms
- classification models
- eeg signals
- learning models
- data sets
- domain specific
- multi class
- neural network