A new validity index for evaluating the clustering results by partitional clustering algorithms.
Shihong YueJianpei WangJeen-Shing WangXiujuan BaoPublished in: Soft Comput. (2016)
Keyphrases
- clustering algorithm
- validity index
- clustering validity
- k means
- validity indices
- fuzzy clustering
- fuzzy c means
- clustering method
- davies bouldin
- clustering quality
- document clustering
- incremental clustering
- text clustering
- hierarchical clustering
- data clustering
- evolutionary clustering
- cluster analysis
- partitional clustering
- unsupervised clustering
- cluster centers
- clustering analysis
- artificial intelligence
- meaningful clusters
- agglomerative hierarchical clustering
- arbitrary shape
- density based clustering
- clustering framework
- cluster structure
- data sets
- subspace clustering
- spectral clustering
- pattern recognition
- genetic algorithm
- data mining