Performance Analysis of AIM-K-means & K-means in Quality Cluster Generation
Samarjeet BorahMrinal Kanti GhosePublished in: CoRR (2009)
Keyphrases
- k means
- clustering algorithm
- clustering quality
- data clustering
- hierarchical clustering
- cluster analysis
- unsupervised clustering
- rough k means
- cluster centers
- initial cluster centers
- variable weighting
- constrained clustering
- spectral clustering
- clustering approaches
- high quality
- self organizing maps
- davies bouldin
- cluster validity
- agglomerative hierarchical clustering
- clustering framework
- clustering result
- expectation maximization
- fuzzy c means
- model based clustering
- document clustering
- clustering method
- data quality
- hierarchical clustering algorithms
- consensus clustering
- higher quality
- cluster ensemble
- data mining
- image quality
- text clustering
- quality assessment
- cluster structure
- quality measures
- hierarchical agglomerative clustering
- supervised classification
- fuzzy k means
- semi supervised