Sleep Stage Classification Using Advanced Intelligent Methods.
José Manuel Sánchez PascualvacaCarlos M. FernandesAlberto GuillénAntonio Miguel MoraRogerio LargoAgostinho C. RosaLuis Javier HerreraPublished in: IWANN (1) (2013)
Keyphrases
- machine learning methods
- benchmark datasets
- sleep stage
- decision trees
- cross validation
- empirical studies
- machine learning
- intelligent systems
- pattern recognition
- machine learning algorithms
- significant improvement
- preprocessing
- robust classification
- classification schemes
- classification systems
- pattern classification
- classification decisions
- higher classification accuracy
- accurate classification
- k nearest neighbour
- multiclass classification
- benchmark data sets
- knn
- classification algorithm
- decision rules
- training samples
- computational cost
- multi class