Scalable K-Means++
Bahman BahmaniBenjamin MoseleyAndrea VattaniRavi KumarSergei VassilvitskiiPublished in: CoRR (2012)
Keyphrases
- k means
- clustering method
- clustering algorithm
- web scale
- lightweight
- spectral clustering
- hierarchical clustering
- squared euclidean distance
- database
- initial cluster centers
- agglomerative hierarchical clustering
- memory efficient
- unsupervised clustering
- fuzzy c means
- cluster analysis
- expectation maximization
- case study
- knowledge base
- artificial intelligence
- databases
- data sets