Quality indices for (practical) clustering evaluation.
Margarida G. M. S. CardosoAndré Carlos Ponce de Leon Ferreira de CarvalhoPublished in: Intell. Data Anal. (2009)
Keyphrases
- quality measures
- quality assessment
- clustering algorithm
- quality evaluation
- spectral clustering
- real world
- high quality
- clustering method
- data sets
- self organizing maps
- cluster analysis
- evaluation measures
- validity indices
- low quality
- evaluation method
- data clustering
- data quality
- similarity function
- evaluation criteria
- k means
- categorical data
- graph theoretic
- evaluation process
- image segmentation
- human judgments
- data mining