Comparing Clustering Algorithms and Their Influence on the Evolution of Labeled Clusters.
Rene SchultPublished in: DEXA (2007)
Keyphrases
- clustering algorithm
- overlapping clusters
- stream clustering
- density based clustering
- cluster analysis
- data clustering
- fuzzy c means
- fuzzy clustering
- hierarchical clustering
- unsupervised clustering
- document clustering
- clustering method
- clustering framework
- incremental clustering
- density based clustering algorithm
- constrained clustering
- agglomerative hierarchical clustering
- k means
- hierarchical clustering algorithm
- evolving data streams
- clustering approaches
- subspace clustering
- graph clustering
- validity measures
- arbitrary shape
- data points
- supervised learning
- clustering ensemble
- cluster centers
- model based clustering
- clustering scheme
- data sets
- hierarchical clustering algorithms
- spectral clustering
- graph partitioning
- clustering quality
- training set
- training data
- clustering procedure
- cluster structure
- meaningful clusters
- clustering result
- clustering analysis