Automatic EOG and EMG Artifact Removal Method for Sleep Stage Classification.
Ali Abdollahi GharbaliJosé Manuel FonsecaShirin NajdiTohid Yousefi RezaiiPublished in: DoCEIS (2016)
Keyphrases
- classification method
- classification accuracy
- support vector machine
- support vector machine svm
- high accuracy
- machine learning methods
- cost function
- fully automatic
- preprocessing
- classification scheme
- cross validation
- training data
- benchmark data sets
- similarity measure
- classification algorithm
- accuracy rate
- clustering method
- ordinal data
- computational cost
- significant improvement
- decision trees
- features extraction
- support vector
- classification process
- training phase
- pattern recognition
- pairwise
- feature vectors
- unsupervised learning
- dynamic programming
- knn
- machine learning algorithms
- image classification
- naive bayes
- segmentation algorithm
- model selection