The optimal hyperparameter for Bayesian clustering and its application to the evaluation of clustering results.
Keisuke YamazakiPublished in: SCIS&ISIS (2014)
Keyphrases
- clustering algorithm
- clustering method
- k means
- categorical data
- neural network
- graph theoretic
- self organizing maps
- data mining
- document clustering
- data points
- dynamic programming
- optimal solution
- generative model
- data streams
- data clustering
- spectral clustering
- hierarchical clustering
- evaluation method
- bayesian networks
- dirichlet process mixture models