Evolution of K-means solution landscapes with the addition of dataset outliers and a robust clustering comparison measure for their analysis.
Luke DicksDavid J. WalesPublished in: CoRR (2023)
Keyphrases
- k means
- clustering algorithm
- clustering method
- data points
- statistical analysis
- outlier detection
- similarity measure
- data clustering
- cluster analysis
- outlier mining
- spectral clustering
- self organizing maps
- data analysis
- missing data
- distance measure
- evolutionary algorithm
- hierarchical clustering
- arbitrary shape
- parameter free
- robust statistics
- optimal solution