A New Clustering Preserving Transformation for k-Means Algorithm Output.
Mieczyslaw A. KlopotekPublished in: ISMIS (2022)
Keyphrases
- k means
- clustering method
- data clustering
- clustering algorithm
- hierarchical clustering
- cluster centers
- spectral clustering
- fuzzy k means
- clustering ensemble
- unsupervised clustering
- clustering analysis
- learning algorithm
- cluster analysis
- input data
- rough k means
- distance metric
- preprocessing
- clustering quality
- computational complexity
- objective function
- linear transformation
- optimal solution
- squared euclidean distance
- decision trees
- hierarchical agglomerative clustering
- hierarchical clustering algorithm
- clustering framework
- constrained clustering
- cluster ensemble
- synthetic and real datasets
- detection algorithm
- rbf network
- search space
- evolutionary algorithm
- worst case
- matching algorithm