Model-based time-varying clustering of multivariate longitudinal data with covariates and outliers.
Antonello MaruottiAntonio PunzoPublished in: Comput. Stat. Data Anal. (2017)
Keyphrases
- regression model
- clustering algorithm
- outlier detection
- data points
- clustering method
- mixed data
- k means
- data clustering
- data driven
- unsupervised learning
- logistic regression
- arbitrary shape
- categorical data
- sample size
- cluster structure
- information theoretic
- document clustering
- hierarchical clustering
- data mining
- multivariate time series
- clustering analysis
- fuzzy clustering
- spectral clustering
- data objects
- self organizing maps
- least squares