Comparing clusterings and numbers of clusters by aggregation of calibrated clustering validity indexes.
Serhat Emre AkhanliChristian HennigPublished in: Stat. Comput. (2020)
Keyphrases
- clustering algorithm
- clustering validity
- validity index
- hierarchical clustering
- cluster analysis
- data clustering
- validity indices
- k means
- clustering quality
- fuzzy clustering
- quantitative measures
- correlation clustering
- consensus clustering
- clustering method
- document clustering
- fuzzy c means
- spectral clustering
- index structure
- cluster labels
- pattern recognition
- rand index
- combining multiple clusterings
- arbitrary shape
- computer vision
- machine learning
- clustering result
- cluster centers
- unsupervised learning
- artificial intelligence
- neural network