Characterisation of Upper Airway Collapse in OSA Patients Using Snore Signals: A Cluster Analysis Approach.
Arun SebastianPeter A. CistulliGary CohenPhilip de ChazalPublished in: EMBC (2020)
Keyphrases
- cluster analysis
- categorical data
- clustering method
- clustering algorithm
- data clustering
- quantitative analysis
- k means
- signal processing
- data mining
- factor analysis
- unsupervised learning
- data analysis
- clustering analysis
- hierarchical latent class models
- ct images
- fuzzy clustering
- correlation analysis
- cluster validity
- association analysis
- neural gas
- partitional clustering
- independent component analysis
- database
- data sets
- fuzzy c means
- feature space
- feature extraction
- decision trees
- latent class models