A Noise-Assisted Data Analysis Method for Automatic EOG-Based Sleep Stage Classification Using Ensemble Learning.
Alexander Neergaard OlesenJulie A. E. ChristensenHelge B. D. SørensenPoul JennumPublished in: EMBC (2016)
Keyphrases
- ensemble learning
- data analysis
- classification accuracy
- multiple classifiers
- feature set
- machine learning
- pattern recognition
- ensemble classifier
- support vector machine
- support vector machine svm
- non stationary
- training samples
- random forest
- machine learning methods
- unsupervised learning
- decision trees
- benchmark datasets
- data sets
- generalization ability
- text classification
- pairwise
- sleep stage