How the Outliers Influence the Quality of Clustering?
Agnieszka Nowak-BrzezinskaIgor GaibeiPublished in: Entropy (2022)
Keyphrases
- outlier detection
- data points
- clustering algorithm
- clustering method
- k means
- spectral clustering
- high quality
- clustering quality
- categorical data
- hierarchical clustering
- case study
- density estimation
- data quality
- noisy data
- cluster analysis
- quality measures
- missing data
- data mining tasks
- nearest neighbor
- outlier removal