A Comparative Performance Analysis of Fast K-Means Clustering Algorithms.
Christian BeecksFabian BernsJan David HüwelAndrea LinxenGeorg Stefan SchlakeTim DüsterhusPublished in: iiWAS (2022)
Keyphrases
- k means
- clustering algorithm
- data clustering
- fuzzy c means
- initial cluster centers
- cluster analysis
- hierarchical clustering
- spectral clustering
- self organizing maps
- clustering method
- document clustering
- expectation maximization
- unsupervised clustering
- clustering approaches
- clustering quality
- comparative analysis
- clustering framework
- constrained clustering
- agglomerative hierarchical clustering
- semi supervised clustering
- hierarchical clustering algorithms
- partitional clustering
- center based clustering
- model based clustering
- clustering ensemble
- cluster centers
- cluster ensemble
- hierarchical agglomerative clustering
- graph clustering
- normalized cut
- data sets