Classification of the quality of wristband-based photoplethysmography signals.
Nikhilesh PradhanSreeraman RajanAndy AdlerCalum RedpathPublished in: MeMeA (2017)
Keyphrases
- classification accuracy
- machine learning
- decision trees
- classification method
- classification algorithm
- classification scheme
- pattern classification
- data quality
- supervised learning
- support vector machine svm
- object classification
- support vector machine
- feature vectors
- pattern recognition
- high quality
- acoustic signals
- signal processing
- feature selection
- benchmark datasets
- feature extraction
- cross validation
- preprocessing
- support vector
- sleep stage
- supervised classification
- higher quality
- automatic classification
- independent component analysis
- machine learning methods
- decision rules
- class labels
- neural network
- unsupervised learning
- text classification
- feature set
- feature space