Is it rational to partition a data set using kernel-clustering?
Kaushik SarkarNikhil R. PalPublished in: FUZZ-IEEE (2011)
Keyphrases
- data sets
- clustering algorithm
- clustering method
- normalized cut
- k means
- hierarchical clustering
- high dimensional data
- clustering ensemble
- training data
- similarity function
- spectral clustering
- kernel methods
- cluster analysis
- disjoint clusters
- database
- decision making
- self organizing maps
- unsupervised learning
- categorical data
- support vector
- hierarchical clustering algorithms
- hypergraph partitioning
- information theoretic
- distance metric
- data clustering
- training set
- feature space
- fuzzy clustering
- homogeneous groups
- learning algorithm