On the Optimal Hyperparameter Behavior in Bayesian Clustering.
Keisuke YamazakiPublished in: J. Adv. Comput. Intell. Intell. Informatics (2015)
Keyphrases
- gaussian processes
- bayesian decision
- clustering method
- clustering algorithm
- optimal solution
- k means
- bayesian learning
- categorical data
- dynamic programming
- data driven
- maximum likelihood
- model selection
- unsupervised learning
- bayesian networks
- lower bound
- dirichlet process mixture models
- graph theoretic
- similarity measure
- exhaustive search
- spectral clustering
- data clustering
- cluster analysis
- information theoretic
- cross validation
- genetic algorithm
- anomaly detection