Data-driven cluster analysis of insomnia disorder with physiology-based qEEG variables.
Stephen McCloskeyBryn JeffriesIrena KoprinskaChristopher B. MillerRonald R. GrunsteinPublished in: Knowl. Based Syst. (2019)
Keyphrases
- cluster analysis
- data driven
- categorical data
- clustering algorithm
- data clustering
- clustering method
- k means
- hierarchical latent class models
- data analysis
- factor analysis
- data mining
- unsupervised learning
- cluster validity
- fuzzy clustering
- clustering analysis
- data mining techniques
- correlation analysis
- variable selection
- hidden variables
- databases
- partitional clustering
- regression analysis
- fuzzy c means
- training data
- pattern recognition
- learning process